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Link to original content: https://unpaywall.org/10.1109/CVPR52688.2022.00995
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[(The)-263(intermediate)-262(acti)25(v)25(ations)-263(of)-262(all)-263(training)-263(data)-262(from)-263(client)]TJ/F11 9.9626 Tf 0 -11.955 Td [(i)]TJ/F97 9.9626 Tf 5.923 0 Td [(at)-250(epoch)]TJ/F11 9.9626 Tf 35.965 0 Td [(t)]TJ/F97 9.9626 Tf 6.088 0 Td [(\050)]TJ/F11 9.9626 Tf 3.317 0 Td [(t)-278(>)]TJ/F8 9.9626 Tf 16.881 0 Td [(0)]TJ/F97 9.9626 Tf 4.982 0 Td [(\051)-250(is)-250(denoted)-250(as)]TJ/F113 9.9626 Tf 59.765 0 Td [(A)]TJ/F10 6.9738 Tf 7.193 4.67 Td [(i)]TJ 0 -7.133 Td [(t)]TJ/F97 9.9626 Tf 3.508 2.463 Td [(.)]TJ -131.667 -11.955 Td [(The)-299(serv)15(er)-300(uses)-299(MI)-300(attack)-299([)]TJ 0 1 0 rg 0 1 0 RG [(3)]TJ 0 g 0 G [(])-300(to)-299(reconstruct)-300(the)-299(ra)15(w)-300(in-)]TJ -11.955 -11.956 Td [(puts.)-356(W)80(e)-265(only)-266(consider)-265(the)-265(training-based)-266(MI)-265(attack)-265([)]TJ 0 1 0 rg 0 1 0 RG [(3)]TJ 0 g 0 G [(,)]TJ 0 1 0 rg 0 1 0 RG [-141(26)]TJ 0 g 0 G [(])]TJ 0 -11.955 Td [(where)-314(an)-314(auxiliary)-315(dataset)-314(with)-314(similar)-314(data)-315(dis)1(trib)20(ution)-315(is)]TJ 0 -11.955 Td [(required.)-328(The)-255(other)-256(optimization-based)-256(MI)-256(attack)-256([)]TJ 0 1 0 rg 0 1 0 RG [(1)]TJ 0 g 0 G [(,)]TJ 0 1 0 rg 0 1 0 RG [-134(9)]TJ 0 g 0 G [(])-256(has)]TJ 0 -11.955 Td [(weak)10(er)-223(performance)-223(and)-223(is)-223(included)-223(only)-224(in)-223(the)-223(supplemen-)]TJ 0 -11.955 Td [(tary)-235(m)1(aterial.)-305(T)80(o)-235(perform)-234(MI)-235(attack,)-237(at)-235(epoch)]TJ/F11 9.9626 Tf 181.852 0 Td [(t)]TJ/F97 9.9626 Tf 3.598 0 Td [(,)-238(the)-234(attack)10(er)]TJ -185.45 -11.955 Td [(uses)-343(an)-343(in)40(v)15(ersion)-343(model)]TJ/F11 9.9626 Tf 101.674 0 Td [(G)]TJ/F97 9.9626 Tf 11.252 0 Td [(that)-343(maps)-343(the)-343(feature)-344(space)-343(of)]TJ/F113 9.9626 Tf -112.926 -11.956 Td [(A)]TJ/F10 6.9738 Tf 7.193 4.671 Td [(i)]TJ 0 -7.134 Td [(t)]TJ/F97 9.9626 Tf 6.635 2.463 Td [(to)-314(input)-314(space.)-502(Model)]TJ/F11 9.9626 Tf 93.247 0 Td [(G)]TJ/F97 9.9626 Tf 10.961 0 Td [(is)-314(trained)-314(to)-314(minimize)-314(Mean-)]TJ -118.036 -11.955 Td [(Square-Error)-360(\050MSE\051)-361(loss)-360(between)-361(the)-360(ground-truth)-361(image)]TJ 0 -11.955 Td [(and)-268(the)-268(reconstructed)-268(image.)-365(W)80(e)-268(assume)-268(the)-268(serv)15(er)-269(use)-268(the)]TJ 0 -11.955 Td [(v)25(alidation)-299(dataset)-299(as)-299(the)-299(auxiliary)-299(dataset,)]TJ/F92 9.9626 Tf 171.305 0 Td [(x)]TJ/F10 6.9738 Tf 6.566 -1.495 Td [(aux)]TJ/F97 9.9626 Tf 14.047 1.495 Td [(.)-457(The)-299(opti-)]TJ -191.918 -11.955 Td [(mization)-250(process)-250(of)]TJ/F11 9.9626 Tf 80.517 0 Td [(G)]TJ/F97 9.9626 Tf 10.324 0 Td [(is:)]TJ ET /S/Span<>BDC BT /F11 9.9626 Tf 344.499 149.045 Td [(G)]TJ/F8 9.9626 Tf 10.601 0 Td [(=)-278(arg)-180(min)]TJ/F10 6.9738 Tf 23.549 -8.363 Td [(G)]TJ/F11 9.9626 Tf 20.895 8.363 Td [(M)-109(S)-58(E)]TJ/F8 9.9626 Tf 25.363 0 Td [(\050)]TJ/F11 9.9626 Tf 3.875 0 Td [(G)]TJ/F8 9.9626 Tf 7.833 0 Td [(\050)]TJ/F11 9.9626 Tf 3.874 0 Td [(C)]TJ/F8 9.9626 Tf 7.833 0 Td [(\050)]TJ/F92 9.9626 Tf 3.875 0 Td [(x)]TJ/F10 6.9738 Tf 6.565 -1.495 Td [(aux)]TJ/F8 9.9626 Tf 14.048 1.495 Td [(\051\051)]TJ/F11 9.9626 Tf 7.749 0 Td [(;)]TJ/F92 9.9626 Tf 4.428 0 Td [(x)]TJ/F10 6.9738 Tf 6.565 -1.495 Td [(aux)]TJ/F8 9.9626 Tf 14.048 1.495 Td [(\051)]TJ ET EMC BT /F97 9.9626 Tf 533.496 149.045 Td [(\0501\051)]TJ -212.679 -20.224 Td [(Then,)-409(the)-377(trained)-377(in)40(v)15(ersion)-377(model)]TJ/F11 9.9626 Tf 143.338 0 Td [(G)]TJ/F97 9.9626 Tf 11.588 0 Td [(is)-377(used)-377(to)-377(recon-)]TJ -166.881 -11.955 Td [(struct)-194(the)-195(intermediate)-194(acti)25(v)25(ation)]TJ/F113 9.9626 Tf 130.655 0 Td [(A)]TJ/F10 6.9738 Tf 7.193 4.67 Td [(i)]TJ 0 -7.133 Td [(t)]TJ/F97 9.9626 Tf 5.445 2.463 Td [(sent)-194(by)-195(client)]TJ/F11 9.9626 Tf 53.96 0 Td [(i)]TJ/F97 9.9626 Tf 5.369 0 Td [(to)-194(re)25(v)15(eal)]TJ -202.622 -11.956 Td [(its)-250(pri)25(v)25(ate)-250(training)-250(data.)]TJ ET /S/Span<>BDC BT /F92 9.9626 Tf 396.135 81 Td [(x)]TJ/F13 6.9738 Tf 6.565 4.113 Td [(\003)]TJ/F10 6.9738 Tf 0 -6.576 Td [(pr)-31(iv)]TJ/F8 9.9626 Tf 18.34 2.463 Td [(=)]TJ/F11 9.9626 Tf 10.517 0 Td [(G)]TJ/F8 9.9626 Tf 7.833 0 Td [(\050)]TJ/F113 9.9626 Tf 3.874 0 Td [(A)]TJ/F10 6.9738 Tf 7.193 4.67 Td [(i)]TJ 0 -7.133 Td [(t)]TJ/F8 9.9626 Tf 3.508 2.463 Td [(\051)]TJ ET EMC BT /F97 9.9626 Tf 533.496 81 Td [(\0502\051)]TJ 0 g 0 G 0 g 0 G ET endstream endobj 250 0 obj << /Length 14702 >> stream 0 g 0 G 0 g 0 G BT /F96 9.9626 Tf 50.112 710.037 Td [(Assumption)-342(I.)-341(HBC)-342(condition.)]TJ/F97 9.9626 Tf 137.268 0 Td [(W)80(e)-342(assume)-341(the)-342(serv)15(er)-341(is)]TJ -137.268 -11.955 Td [(honest-b)20(ut-curious)-339(\050HBC\051)-340([)]TJ 0 1 0 rg 0 1 0 RG [(18)]TJ 0 g 0 G [(],)-362(that)-339(is,)-362(it)-340(follo)25(ws)-339(the)-340(pro-)]TJ 0 -11.955 Td [(tocol)-341(properly)-341(and)-340(sends)-341(back)-341(computationally)-341(correct)-341(re-)]TJ 0 -11.955 Td [(sults.)-331(Ho)25(we)25(v)15(er)40(,)-259(it)-257(records)-257(all)-257(the)-257(intermediate)-257(acti)25(v)25(ation)]TJ/F113 9.9626 Tf 225.549 0 Td [(A)]TJ/F10 6.9738 Tf 7.193 4.67 Td [(i)]TJ 0 -7.133 Td [(t)]TJ/F97 9.9626 Tf -232.742 -9.492 Td [(sent)-213(by)-212(the)-213(client)]TJ/F11 9.9626 Tf 68.794 0 Td [(i)]TJ/F97 9.9626 Tf 3.433 0 Td [(.)-297(W)80(e)-213(rule)-213(out)-212(malicious)-213(conditions)-212(in)-213([)]TJ 0 1 0 rg 0 1 0 RG [(17)]TJ 0 g 0 G [(])]TJ -72.227 -11.955 Td [(since)-194(a)-195(malicious)-194(serv)15(er)-195(can)-194(neutralize)-195(an)15(y)-194(possible)-195(defense.)]TJ/F96 9.9626 Tf 0 -12.422 Td [(Assumption)-382(II.)-382(White-box)-383(assumption.)]TJ/F97 9.9626 Tf 175.673 0 Td [(The)-382(serv)15(er)-382(has)]TJ -175.673 -11.955 Td [(full)-340(query)-340(access)-340(and)]TJ/F103 9.9626 Tf 89.907 0 Td [(white-box)]TJ/F97 9.9626 Tf 42.71 0 Td [(assumption)-340(on)-340(client-side)]TJ -132.617 -11.955 Td [(model)]TJ/F11 9.9626 Tf 27.167 0 Td [(C)]TJ/F13 6.9738 Tf 7.833 3.615 Td [(\003)]TJ/F97 9.9626 Tf 4.58 -3.615 Td [(,)-232(t)1(he)-227(training)-227(algorithm)-227(including)-227(defensi)25(v)15(e)-227(meth-)]TJ -39.58 -11.955 Td [(ods,)-392(architecture)-363(information)-364(and)-364(model)-363(parameters.)-651(The)]TJ 0 -11.955 Td [(assumption)-390(is)-390(practical)-390(since)-390(the)-390(serv)15(er)-390(can)-390(also)-391(act)-390(as)-390(a)]TJ 0 -11.956 Td [(participating)-250(client)-250(with)-250(its)-250(o)25(wn)-250(pri)25(v)25(ate)-250(data.)]TJ/F96 9.9626 Tf 0 -12.421 Td [(Assumption)-254(III.)-253(Incr)18(eased)-254(Str)18(ength)-253(of)-254(In)40(v)10(ersion)-254(Model.)]TJ/F97 9.9626 Tf 0 -11.955 Td [(W)80(e)-396(assume)-396(that)-396(the)-395(serv)15(er)-396(can)-396(try)-396(dif)25(ferent)-396(model)-396(archi-)]TJ 0 -11.955 Td [(tectures)-412(to)-413(instantiate)-412(the)-413(in)40(v)15(ersion)-412(model)-413(for)-412(MI)-413(attack.)]TJ 0 -11.955 Td [(Unlik)10(e)-360(pre)25(vious)-359(w)10(orks)-360([)]TJ 0 1 0 rg 0 1 0 RG [(20)]TJ 0 g 0 G [(,)]TJ 0 1 0 rg 0 1 0 RG [-203(22)]TJ 0 g 0 G [(,)]TJ 0 1 0 rg 0 1 0 RG [-203(26)]TJ 0 g 0 G [(])-359(which)-360(use)-360(a)-359(single)-360(ar)20(-)]TJ 0 -11.956 Td [(chitecture)-268(\050usually)-267(v)15(ery)-268(simple\051,)-272(we)-267(allo)25(w)-268(the)-268(serv)15(er)-267(to)-268(use)]TJ 0 -11.955 Td [(in)40(v)15(ersion)-386(models)-386(with)-386(increased)-386(comple)15(xity)65(,)-420(as)-387(sho)25(wn)-386(in)]TJ 0 -11.955 Td [(T)80(able)]TJ 1 0 0 rg 1 0 0 RG [-334(1)]TJ 0 g 0 G [(.)-561(Note)-333(that)-334(since)-334(the)-333(serv)15(er)-334(has)-334(no)-333(dearth)-334(of)-334(com-)]TJ 0 -11.955 Td [(putational)-305(resources,)-318(it)-305(can)-305(easily)-305(support)-305(high)-305(comple)15(xity)]TJ 0 -11.955 Td [(models.)]TJ 0 g 0 G 0 g 0 G /F97 8.9664 Tf 0 -20.673 Td [(T)80(able)-200(1.)-294(Description)-200(of)-201(in)40(v)15(ersion)-200(models)-201(with)-200(increasing)-200(comple)15(x-)]TJ 0 -10.959 Td [(ity)-250(L0)]TJ/F68 8.9664 Tf 23.913 0 Td [(!)]TJ/F97 8.9664 Tf 11.457 0 Td [(L3.)]TJ 0 g 0 G 0 g 0 G 0 g 0 G ET 1 0 0 1 50.112 382.026 cm q .86679 0 0 .86679 0 0 cm q 1 0 0 1 2.242 42.422 cm []0 d 0 J 0.797 w 0 0 m 268.08 0 l S Q 1 0 0 1 -50.112 -382.026 cm BT /F96 8.9664 Tf 135.957 413.333 Td [(Depth)-8680(W)18(idth)-2467(FLOPs)]TJ/F96 5.9776 Tf 175.012 3.809 Td [(*)]TJ ET q 1 0 0 1 52.354 408.081 cm []0 d 0 J 0.498 w 0 0 m 268.08 0 l S Q BT /F97 8.9664 Tf 58.331 397.372 Td [(L0)-2159(2)]TJ/F68 8.9664 Tf 33.802 0 Td [(\002)]TJ/F97 8.9664 Tf 9.409 0 Td [(Con)40(v2D)-250(+)-250(Con)40(v2DT)35(ranspose)-2159(16)-250(Channels)-1986(3.6M)]TJ ET q 1 0 0 1 52.354 392.12 cm []0 d 0 J 0.498 w 0 0 m 268.08 0 l S Q BT /F97 8.9664 Tf 58.331 381.412 Td [(L1)-1333(2)]TJ/F68 8.9664 Tf 26.4 0 Td [(\002)]TJ/F97 8.9664 Tf 9.409 0 Td [(BasicBlocks)-250(+)-250(Con)40(v2DT)35(ranspose)-1333(16)-250(Channels)-1986(5.1M)]TJ ET q 1 0 0 1 52.354 376.159 cm []0 d 0 J 0.498 w 0 0 m 268.08 0 l S Q BT /F97 8.9664 Tf 58.331 365.451 Td [(L2)-1333(4)]TJ/F68 8.9664 Tf 26.4 0 Td [(\002)]TJ/F97 8.9664 Tf 9.409 0 Td [(BasicBlocks)-250(+)-250(Con)40(v2DT)35(ranspose)-1333(32)-250(Channels)-1736(18.7M)]TJ ET q 1 0 0 1 52.354 360.198 cm []0 d 0 J 0.498 w 0 0 m 268.08 0 l S Q BT /F97 8.9664 Tf 58.331 349.49 Td [(L3)-1333(6)]TJ/F68 8.9664 Tf 26.4 0 Td [(\002)]TJ/F97 8.9664 Tf 9.409 0 Td [(BasicBlocks)-250(+)-250(Con)40(v2DT)35(ranspose)-1333(64)-250(Channels)-1736(76.2M)]TJ ET q 1 0 0 1 52.354 344.088 cm []0 d 0 J 0.797 w 0 0 m 268.08 0 l S Q 1 0 0 1 50.112 382.026 cm Q 1 0 0 1 -50.112 -382.026 cm BT /F97 5.9776 Tf 50.112 332.32 Td [(*)]TJ/F97 8.9664 Tf 3.487 -3.809 Td [(:)-411(FLOPs)-301(are)-301(m)1(easured)-301(using)-301(an)-300(input)-301(of)-301(size)-300([1,128,8,8],)-314(which)]TJ -3.487 -10.959 Td [(corresponds)-212(to)-212(intermediate)-212(acti)25(v)25(ation)-212(of)-212(V)15(GG-11)-212(model)-212(with)-211(cut-)]TJ 0 -10.959 Td [(layer)-462(of)-462(2.)-946(In)-462(comparison,)-515(the)-462(client-side)-462(model)-462(has)-462(21.5)-462(M)]TJ 0 -10.959 Td [(FLOPs.)-598(Architecture)-346(details)-346(are)-346(pro)15(vided)-346(in)-346(supplement)1(ary)-346(ma-)]TJ 0 -10.958 Td [(terial.)]TJ 0 g 0 G /F96 10.9589 Tf 0 -26.533 Td [(2.3.)-250(Resistance)-250(De\002nition)]TJ/F97 9.9626 Tf 11.955 -18.399 Td [(Similar)-284(to)-284(pre)25(vious)-284(w)10(orks)-285(on)-284(MI)-284(attack)-284([)]TJ 0 1 0 rg 0 1 0 RG [(24)]TJ 0 g 0 G [(,)]TJ 0 1 0 rg 0 1 0 RG [-153(26)]TJ 0 g 0 G [(],)-293(we)-284(de-)]TJ -11.955 -11.955 Td [(\002ne)]TJ/F103 9.9626 Tf 17.07 0 Td [(MI)-213(r)37(esistance)]TJ/F97 9.9626 Tf 55.898 0 Td [(as)-213(the)-214(MSE)-213(between)-214(the)-213(ground-truth)-214(im)1(-)]TJ -72.968 -11.956 Td [(age)]TJ/F11 9.9626 Tf 16.88 0 Td [(x)]TJ/F10 6.9738 Tf 5.694 -1.494 Td [(pr)-31(iv)]TJ/F97 9.9626 Tf 18.624 1.494 Td [(and)-306(the)-307(reconstructed)-306(image)]TJ/F11 9.9626 Tf 116.783 0 Td [(x)]TJ/F13 6.9738 Tf 5.694 3.616 Td [(\003)]TJ/F10 6.9738 Tf 0 -6.209 Td [(pr)-31(iv)]TJ/F97 9.9626 Tf 18.625 2.593 Td [(generated)-306(us-)]TJ -182.3 -11.955 Td [(ing)-191(in)40(v)15(ersion)-190(model)]TJ/F11 9.9626 Tf 79.866 0 Td [(G)]TJ/F97 9.9626 Tf 7.833 0 Td [(.)-290(W)80(e)-191(choose)-190(the)-191(in)40(v)15(ersion)-190(model)-191(from)]TJ -87.699 -11.955 Td [(T)80(able)]TJ 1 0 0 rg 1 0 0 RG [-228(1)]TJ 0 g 0 G [-228(that)-229(achie)25(v)15(es)-228(the)-228(best)-228(performance.)-303(Empirically)65(,)-233(we)]TJ 0 -11.955 Td [(set)-250(an)-250(MSE)-250(v)25(alue)-250(of)-250(0.02)-250(as)-250(the)-250(resistance)-250(tar)18(get.)]TJ/F96 11.9552 Tf 0 -25.309 Td [(3.)-250(Moti)10(v)10(ation)]TJ/F96 10.9589 Tf 0 -19.395 Td [(3.1.)-250(High)-250(Computation)-250(Cost)]TJ/F97 9.9626 Tf 11.955 -18.399 Td [(Attack)10(er)20(-a)15(w)10(are)-512(training)-513(is)-512(a)-513(popular)-512(defense)-513(method)]TJ -11.955 -11.955 Td [(adopted)-379(in)-379(defending)-379(adv)15(ersarial)-379(attacks)-379([)]TJ 0 1 0 rg 0 1 0 RG [(5)]TJ 0 g 0 G [(,)]TJ 0 1 0 rg 0 1 0 RG [-216(8)]TJ 0 g 0 G [(].)-698(It)-379(is)-379(also)]TJ 0 -11.955 Td [(used)-257(for)-256(protecting)-257(con\002dence)-256(score)-257(from)-257(MI)-256(attack)-257(during)]TJ 0 -11.955 Td [(inference)-261([)]TJ 0 1 0 rg 0 1 0 RG [(25)]TJ 0 g 0 G [(].)-343(Here)-260(an)-261(in)40(v)15(ersion)-261(model)-261(is)-261(used)-261(to)-261(train)-261(the)]TJ 0 g 0 G 0 g 0 G 258.75 629.037 Td [(\223puri\002er\224)-271(that)-271(modi\002es)-271(the)-271(con\002dence)-271(score)-271(to)-272(fool)-271(the)-271(MI)]TJ 0 -11.955 Td [(attack.)]TJ 11.955 -14.356 Td [(While)-312(this)-311(method)-312(can)-312(be)-312(used)-311(during)-312(SFL)-312(training,)-327(an)]TJ -11.955 -11.955 Td [(in)40(v)15(ersion)-217(model)-216(needs)-217(access)-216(to)-217(ground-truth)-216(data,)-224(meaning)]TJ 0 -11.955 Td [(the)-203(in)40(v)15(ersion)-203(model)-203(must)-203(be)-203(k)10(ept)-203(locally)-203(at)-203(client-side.)-295(Sim-)]TJ 0 -11.955 Td [(ulating)-323(a)-323(weak)-322(attack)10(er)-323(using)-323(the)-323(lo)25(w)-322(end)-323(L0)-323(or)-323(L1)-323(in)40(v)15(er)20(-)]TJ 0 -11.955 Td [(sion)-246(models)-245(during)-246(training)-246(is)-245(\002ne)-246(b)20(ut)-246(does)-245(not)-246(help)-246(defend)]TJ 0 -11.955 Td [(ag)5(ainst)-205(a)-204(strong)-205(attack)10(er)-205(\050as)-204(sho)25(wn)-205(later)-205(in)-204(Figure)]TJ 1 0 0 rg 1 0 0 RG [-205(4)]TJ 0 g 0 G [(\051.)-295(On)-205(the)]TJ 0 -11.956 Td [(other)-281(hand,)-288(simulating)-280(a)-281(strong)-280(attack)10(er)-281(has)-281(a)-280(high)-281(compu-)]TJ 0 -11.955 Td [(tation)-246(cost)1(.)-309(F)15(or)-246(e)15(xample,)-246(using)-246(the)-245(L3)-246(decoder)-245(costs)-246(76.2M)]TJ 0 -11.955 Td [(FLOPs,)-298(which)-289(is)-288(o)15(v)15(er)-289(3x)-288(higher)-289(than)-289(the)-288(client-side)-289(model)]TJ 0 -11.955 Td [(\05021.5M)-343(FLOPs\051.)-591(Such)-343(a)-344(method)-343(is)-344(clearly)-343(not)-344(acceptable)]TJ 0 -11.955 Td [(for)-222(SFL,)-221(which)-222(is)-222(designed)-221(for)-222(resource-constrained)-222(clients.)]TJ/F96 10.9589 Tf 0 -27.127 Td [(3.2.)-250(Early\255Epoch)-250(V)92(ulnerability)]TJ/F97 9.9626 Tf 11.955 -20.333 Td [(W)80(e)-271(note)-271(that)-271(early)-271(epochs)-271(of)-271(the)-272(t)1(raining)-272(process)-271(can)-271(be)]TJ -11.955 -11.955 Td [(vulnerable)-253(e)25(v)15(en)-253(with)-253(a)-253(proper)-253(defense.)-319(Ev)25(aluation)-253(with)-253(our)]TJ 0 -11.955 Td [(proposed)-297(attack)10(er)20(-a)15(w)10(are)-296(training)-297(sho)25(ws)-297(that)-296(while)-297(the)-297(sys-)]TJ 0 -11.955 Td [(tem)-311(is)-312(able)-311(to)-312(b)20(uild)-311(up)-311(enough)-312(resistance)-311(at)-312(t)1(he)-312(end)-311(of)-312(the)]TJ 0 -11.956 Td [(training)-301(process,)-314(the)-302(earl)1(y)-302(stages)-301(sho)25(w)-301(v)15(ery)-301(lo)25(w)-302(resistance)]TJ 0 -11.955 Td [(\050sho)25(wn)-279(late)1(r)-279(in)-279(Figure)]TJ 1 0 0 rg 1 0 0 RG [-278(5)]TJ 0 g 0 G [(\051.)-396(This)-278(is)-279(because)-278(resistance)-279(b)20(uild-)]TJ 0 -11.955 Td [(ing)-255(is)-254(a)-255(slo)25(w)-255(progressi)25(v)15(e)-254(process,)-256(similar)-255(to)-255(accurac)15(y)65(.)-324(Thus)]TJ 0 -11.955 Td [(during)-307(the)-306(early)-307(training)-307(epochs,)-321(the)-306(model)-307(has)-307(vulnerable)]TJ 0 -11.955 Td [(interf)10(aces)-250(that)-250(can)-250(be)-250(e)15(xploited)-250(for)-250(an)-250(MI)-250(attack.)]TJ/F96 11.9552 Tf 0 -31.112 Td [(4.)-250(Defense)-250(Framew)10(ork)]TJ/F97 9.9626 Tf 11.955 -21.329 Td [(T)80(o)-387(address)-386(the)-387(high)-387(computational)-386(cost)-387(of)-387(implement-)]TJ -11.955 -11.955 Td [(ing)-425(strong)-425(in)40(v)15(ersion)-426(models)-425(at)-425(the)-425(client)-425(side)-425(and)-426(early-)]TJ 0 -11.956 Td [(epoch)-304(vulnerability)-305(issues,)-317(we)-305(b)20(uild)-304(a)-304(tw)10(o-step)-305(frame)25(w)10(ork)]TJ 0 -11.955 Td [(called)-289(ResSFL.)-288(It)-289(consists)-288(of)-289(a)-288(pre-training)-289(step,)-298(where)-289(we)]TJ 0 -11.955 Td [(b)20(uild)-307(up)-308(a)-307(feature)-308(e)15(xtractor)-307(with)-308(strong)-307(MI)-308(resistance,)-322(and)]TJ 0 -11.955 Td [(a)-242(follo)25(w-up)-243(resistance)-242(transfer)-243(step,)-244(where)-242(the)-242(resistant)-243(fea-)]TJ 0 -11.955 Td [(ture)-347(e)15(xtractor)-346(is)-347(used)-347(to)-347(initialize)-346(the)-347(client-side)-347(model)-347(of)]TJ 0 -11.955 Td [(the)-299(SFL)-299(scheme.)-457(Figure)]TJ 1 0 0 rg 1 0 0 RG [-299(2)]TJ 0 g 0 G [-299(describes)-300(the)-299(proposed)-299(scheme.)]TJ 0 -11.956 Td [(Speci\002cally)65(,)-372(an)-347(e)15(xpert)-348(\050i.e.)-602(one)-348(po)25(werful)-347(client)-348(or)-347(a)-348(third)]TJ 0 -11.955 Td [(party\051)-298(that)-298(has)-298(a)-298(high)-298(computation)-298(b)20(udget)-298(handles)-298(the)-298(pre-)]TJ 0 -11.955 Td [(training)-234(step)-234(on)-235(a)-234(source)-234(task)-234(\050task)-235(1\051.)-304(The)-235(pre-t)1(raining)-235(step)]TJ 0 -11.955 Td [(utilizes)-333(attack)10(er)20(-a)15(w)10(are)-333(training)-333(\050A1\051)-333(and)-333(bottleneck)-333(layers)]TJ 0 -11.955 Td [(\050A2\051.)-353(Then,)-268(the)-264(resistant)-264(feature)-264(e)15(xtractor)-265(is)-264(used)-264(as)-264(an)-265(ini-)]TJ 0 -11.956 Td [(tialization)-334(for)-335(SFL)-334(scheme)-334(on)-334(a)-335(ne)25(w)-334(task)-334(\050task)-335(2\051.)-562(A)-335(lo)25(w)]TJ 0 -11.955 Td [(comple)15(xity)-279(attack)10(er)20(-a)15(w)10(are)-280(\002ne-tuning)-279(method)-280(\050B1\051)-279(is)-280(used)]TJ 0 -11.955 Td [(to)-219(update)-219(the)-219(client-side)-219(m)1(odel)-219(to)-219(adapt)-219(to)-219(the)-219(ne)25(w)-219(task)-219(with)]TJ 0 -11.955 Td [(high)-250(accurac)15(y)-250(while)-250(preserving)-250(MI)-250(resistance.)]TJ/F96 10.9589 Tf 0 -27.127 Td [(4.1.)-250(Attack)10(er)37(\255awar)18(e)-250(T)74(raining)]TJ/F97 9.9626 Tf 11.955 -20.333 Td [(The)-294(proposed)-293(attack)10(er)20(-a)15(w)10(are)-294(training)-293(includes)-294(an)-294(in)40(v)15(er)20(-)]TJ -11.955 -11.955 Td [(sion)-258(model)]TJ/F11 9.9626 Tf 46.661 0 Td [(D)]TJ/F10 6.9738 Tf 8.524 3.615 Td [(i)]TJ/F97 9.9626 Tf 5.891 -3.615 Td [(parameterized)-258(by)]TJ/F92 9.9626 Tf 71.537 0 Td [(W)]TJ/F10 6.9738 Tf 12.481 3.615 Td [(i)]TJ -1.592 -6.359 Td [(D)]TJ/F97 9.9626 Tf 9.8 2.744 Td [(for)-258(client)]TJ/F11 9.9626 Tf 38.9 0 Td [(i)]TJ/F97 9.9626 Tf 3.432 0 Td [(.)]TJ/F11 9.9626 Tf 5.827 0 Td [(D)]TJ/F10 6.9738 Tf 8.525 3.615 Td [(i)]TJ/F97 9.9626 Tf 5.891 -3.615 Td [(tak)10(es)]TJ -215.877 -13.025 Td [(the)-234(intermediate)-233(acti)25(v)25(ation)]TJ/F113 9.9626 Tf 107.754 0 Td [(A)]TJ/F10 6.9738 Tf 7.193 4.67 Td [(i)]TJ/F97 9.9626 Tf 5.645 -4.67 Td [(as)-234(input)-233(and)-234(generates)-234(the)-233(re-)]TJ -120.592 -11.955 Td [(constructed)-195(image)]TJ/F92 9.9626 Tf 74.167 0 Td [(x)]TJ/F13 6.9738 Tf 6.566 3.615 Td [(\003)]TJ/F10 6.9738 Tf 0 -6.208 Td [(i)]TJ/F97 9.9626 Tf 6.526 2.593 Td [(\226)-195(similar)-196(to)-195(what)-195(a)-195(real)-196(attack)10(er)-195(w)10(ould)]TJ -87.259 -11.955 Td [(do.)-303(The)-228(attack)10(er)20(-a)15(w)10(are)-228(training)-229(with)]TJ/F11 9.9626 Tf 146.85 0 Td [(D)]TJ/F10 6.9738 Tf 8.524 3.615 Td [(i)]TJ/F97 9.9626 Tf 5.592 -3.615 Td [(tak)10(es)-228(the)-229(Min-Max)]TJ 0 g 0 G 0 g 0 G ET endstream endobj 270 0 obj << /Length 20987 >> stream 0 g 0 G 0 g 0 G 0 g 0 G 1 0 0 1 50.112 609.472 cm q .53777 0 0 .53777 0 0 cm q 1 0 0 1 -158.476 -164.496 cm /Im4 Do Q Q 0 g 0 G 1 0 0 1 -50.112 -609.472 cm BT /F97 8.9664 Tf 50.112 591.838 Td [(Figure)-245(2.)-308(The)-245(proposed)-245(ResSFL)-244(scheme.)-308(The)-245(e)15(xpert)-245(b)20(uilds)-245(a)-245(MI-resist)1(ant)-245(client-side)-245(model)-245(using)-244(attack)10(er)20(-a)15(w)10(are)-245(training)-245(in)-245(step)-244(\050A\051.)-245(This)]TJ 0 -10.959 Td [(is)-253(follo)25(wed)-253(by)-254(a)-253(resistance)-253(transfer)-253(step)-254(\050B\051)-253(that)-253(solv)15(es)-253(a)-254(ne)25(w)-253(task)-253(by)-254(reusi)1(ng)-254(the)-253(client-side)-253(model)-253(obtained)-254(in)-253(\050A\051.)-253(Note:)-317(\050A1\051)-253(consists)-253(of)]TJ 0 -10.959 Td [(tw)10(o)-250(training)-250(steps)-250(in)-250(Algorithm)]TJ 1 0 0 rg 1 0 0 RG [-250(1)]TJ 0 g 0 G [(,)-250(and)-250(\050B1\051)-250(is)-250(described)-250(in)-250(section)]TJ 1 0 0 rg 1 0 0 RG [-250(4.2)]TJ 0 g 0 G [(.)]TJ 0 g 0 G 0 g 0 G /F97 9.9626 Tf 0 -33.175 Td [(optimization)-250(form)-250(of:)]TJ ET /S/Span<>BDC BT /F8 9.9626 Tf 65.912 497.707 Td [(min)]TJ/F93 6.9738 Tf -6.827 -7.382 Td [(W)]TJ/F9 4.9813 Tf 9.777 2.402 Td [(i)]TJ -1.238 -4.759 Td [(C)]TJ/F10 6.9738 Tf 5.798 2.357 Td [(;)]TJ/F93 6.9738 Tf 2.366 0 Td [(W)]TJ/F9 4.9813 Tf 8.539 -1.002 Td [(S)]TJ/F8 9.9626 Tf 6.677 8.384 Td [(max)]TJ/F93 6.9738 Tf 1.901 -7.382 Td [(W)]TJ/F9 4.9813 Tf 9.777 2.402 Td [(i)]TJ -1.238 -4.759 Td [(D)]TJ/F10 6.9738 Tf 13.428 22.192 Td [(N)]TJ/F1 9.9626 Tf -3.666 -2.988 Td [(X)]TJ/F10 6.9738 Tf 0.742 -21.219 Td [(i)]TJ/F7 6.9738 Tf 2.819 0 Td [(=1)]TJ/F14 9.9626 Tf 12.489 11.754 Td [(L)]TJ/F10 6.9738 Tf 6.872 -1.494 Td [(C)-70(E)]TJ/F8 9.9626 Tf 12.933 1.494 Td [(\050)]TJ/F11 9.9626 Tf 3.874 0 Td [(S)]TJ/F8 9.9626 Tf 6.684 0 Td [(\050)]TJ/F92 9.9626 Tf 3.874 0 Td [(W)]TJ/F10 6.9738 Tf 10.89 -1.494 Td [(S)]TJ/F8 9.9626 Tf 5.771 1.494 Td [(;)]TJ/F11 9.9626 Tf 4.428 0 Td [(C)]TJ/F10 6.9738 Tf 7.833 4.114 Td [(i)]TJ/F8 9.9626 Tf 3.317 -4.114 Td [(\050)]TJ/F92 9.9626 Tf 3.874 0 Td [(W)]TJ/F10 6.9738 Tf 12.481 4.114 Td [(i)]TJ -1.591 -6.577 Td [(C)]TJ/F8 9.9626 Tf 6.701 2.463 Td [(;)]TJ/F92 9.9626 Tf 4.428 0 Td [(x)]TJ/F10 6.9738 Tf 6.565 -1.494 Td [(i)]TJ/F8 9.9626 Tf 3.317 1.494 Td [(\051)]TJ/F11 9.9626 Tf 3.874 0 Td [(;)]TJ/F92 9.9626 Tf 4.428 0 Td [(y)]TJ/F10 6.9738 Tf 5.881 -1.494 Td [(i)]TJ/F8 9.9626 Tf 3.317 1.494 Td [(\051)]TJ/F1 9.9626 Tf -135.801 -16.949 Td [(|)]TJ ET q 1 0 0 1 115.689 480.758 cm 0 0 60.871 1.195 re f Q BT /F1 9.9626 Tf 176.56 480.758 Td [({z)]TJ ET q 1 0 0 1 185.527 480.758 cm 0 0 60.871 1.195 re f Q BT /F1 9.9626 Tf 246.398 480.758 Td [(})]TJ/F97 6.9738 Tf -93.117 -8.561 Td [(Cross-Entrop)10(y)-250(Loss)]TJ/F8 9.9626 Tf 99.261 25.51 Td [(+)]TJ/F11 9.9626 Tf -142.997 -50.216 Td [(\025)]TJ/F14 9.9626 Tf 8.026 0 Td [(\002)]TJ/F10 6.9738 Tf 13.628 12.453 Td [(N)]TJ/F1 9.9626 Tf -3.666 -2.989 Td [(X)]TJ/F10 6.9738 Tf 0.742 -21.219 Td [(i)]TJ/F7 6.9738 Tf 2.819 0 Td [(=1)]TJ/F88 9.9626 Tf 12.49 11.755 Td [(R)]TJ/F8 9.9626 Tf 7.195 0 Td [(\050)]TJ/F11 9.9626 Tf 3.875 0 Td [(D)]TJ/F10 6.9738 Tf 8.525 4.113 Td [(i)]TJ/F8 9.9626 Tf 3.317 -4.113 Td [(\050)]TJ/F92 9.9626 Tf 3.874 0 Td [(W)]TJ/F10 6.9738 Tf 12.481 4.113 Td [(i)]TJ -1.591 -6.576 Td [(D)]TJ/F8 9.9626 Tf 7.226 2.463 Td [(;)]TJ/F11 9.9626 Tf 4.428 0 Td [(C)]TJ/F10 6.9738 Tf 7.833 4.113 Td [(i)]TJ/F8 9.9626 Tf 3.317 -4.113 Td [(\050)]TJ/F92 9.9626 Tf 3.874 0 Td [(W)]TJ/F10 6.9738 Tf 12.481 4.113 Td [(i)]TJ -1.591 -6.576 Td [(C)]TJ/F8 9.9626 Tf 6.701 2.463 Td [(;)]TJ/F92 9.9626 Tf 4.428 0 Td [(x)]TJ/F10 6.9738 Tf 6.565 -1.495 Td [(i)]TJ/F8 9.9626 Tf 3.317 1.495 Td [(\051\051)]TJ/F11 9.9626 Tf 7.749 0 Td [(;)]TJ/F92 9.9626 Tf 4.428 0 Td [(x)]TJ/F10 6.9738 Tf 6.565 -1.495 Td [(i)]TJ/F8 9.9626 Tf 3.317 1.495 Td [(\051)]TJ/F1 9.9626 Tf -134.365 -16.949 Td [(|)]TJ ET q 1 0 0 1 132.016 430.542 cm 0 0 60.153 1.195 re f Q BT /F1 9.9626 Tf 192.17 430.542 Td [({z)]TJ ET q 1 0 0 1 201.136 430.542 cm 0 0 60.153 1.195 re f Q BT /F1 9.9626 Tf 261.289 430.542 Td [(})]TJ/F97 6.9738 Tf -86.426 -8.561 Td [(In)40(v)15(ersion)-250(Score)]TJ ET EMC BT /F97 9.9626 Tf 274.746 465.914 Td [(\0503\051)]TJ -224.634 -62.124 Td [(where)]TJ/F92 9.9626 Tf 27.665 0 Td [(W)]TJ/F10 6.9738 Tf 12.481 3.615 Td [(i)]TJ -1.591 -6.359 Td [(C)]TJ/F11 9.9626 Tf 6.701 2.744 Td [(;)]TJ/F92 9.9626 Tf 4.427 0 Td [(W)]TJ/F10 6.9738 Tf 10.89 -1.495 Td [(S)]TJ/F97 9.9626 Tf 9.098 1.495 Td [(denote)-334(the)-334(parameters)-334(for)-334(client-side)-333(and)]TJ -69.671 -11.956 Td [(serv)15(er)20(-side)-294(models.)]TJ/F14 9.9626 Tf 81.962 0 Td [(L)]TJ/F93 6.9738 Tf 6.871 -1.494 Td [(x)]TJ/F9 4.9813 Tf 5.143 -0.996 Td [(i)]TJ/F10 6.9738 Tf 3.156 0.996 Td [(;)]TJ/F93 6.9738 Tf 2.366 0 Td [(y)]TJ/F9 4.9813 Tf 4.721 -0.996 Td [(i)]TJ/F97 9.9626 Tf 6.583 2.49 Td [(is)-294(cross-entrop)10(y)-294(loss)-294(calculated)]TJ -110.802 -11.955 Td [(on)-452(client)]TJ/F11 9.9626 Tf 41.099 0 Td [(i)]TJ/F97 9.9626 Tf 3.433 0 Td [(')55(s)-452(pri)25(v)25(ate)-451(data)-452(\050)]TJ/F92 9.9626 Tf 67.228 0 Td [(x)]TJ/F10 6.9738 Tf 6.566 -1.494 Td [(i)]TJ/F11 9.9626 Tf 3.317 1.494 Td [(;)]TJ/F92 9.9626 Tf 4.427 0 Td [(y)]TJ/F10 6.9738 Tf 5.881 -1.494 Td [(i)]TJ/F97 9.9626 Tf 3.317 1.494 Td [(\051.)]TJ/F88 9.9626 Tf 14.925 0 Td [(R)]TJ/F97 9.9626 Tf 11.695 0 Td [(is)-452(the)-451(score)-452(func-)]TJ -161.888 -11.955 Td [(tion)-221(which)-221(e)25(v)25(aluates)-221(the)-221(quality)-221(of)-221(the)-221(reconstructed)-221(images)]TJ 0 -11.955 Td [(compared)-343(to)-343(ground-truth)-344(images)]TJ/F92 9.9626 Tf 139.296 0 Td [(x)]TJ/F10 6.9738 Tf 6.565 -1.495 Td [(i)]TJ/F97 9.9626 Tf 3.317 1.495 Td [(.)]TJ/F11 9.9626 Tf 8.366 0 Td [(\025)]TJ/F97 9.9626 Tf 9.231 0 Td [(is)-343(a)-343(constant)-344(that)]TJ -166.775 -11.955 Td [(controls)-250(the)-250(strength)-250(of)-250(the)-250(in)40(v)15(ersion)-250(score.)]TJ 11.955 -11.955 Td [(From)-376(equation)]TJ 1 0 0 rg 1 0 0 RG [-377(3)]TJ 0 g 0 G [(,)-408(we)-376(see)-377(that)-376(computing)-376(the)-377(in)40(v)15(ersion)]TJ -11.955 -11.956 Td [(score)-304(requires)-304(access)-304(to)-304(the)-304(pri)25(v)25(ate)-304(image)]TJ/F92 9.9626 Tf 171.199 0 Td [(x)]TJ/F10 6.9738 Tf 6.566 -1.494 Td [(i)]TJ/F97 9.9626 Tf 3.316 1.494 Td [(,)-318(meaning)-304(the)]TJ -181.081 -11.955 Td [(second)-333(optimi)1(zation)-333(must)-333(be)-332(done)-333(locally)-332(at)-333(client)-332(side)-333(in)]TJ 0 -11.955 Td [(a)-328(SFL)-328(scheme.)-543(W)80(e)-328(use)-328(structural)-328(similarity)-328(inde)15(x)-328(\050SSIM\051)]TJ 0 -11.955 Td [(score)-307([)]TJ 0 1 0 rg 0 1 0 RG [(27)]TJ 0 g 0 G [(])-307(for)-308(the)]TJ/F88 9.9626 Tf 73.653 0 Td [(R)]TJ/F97 9.9626 Tf 10.256 0 Td [(function)-307(to)-307(e)25(v)25(aluate)-308(the)-307(quality)-307(of)-307(the)]TJ -83.909 -11.955 Td [(image)-360(reconstruction.)-640(SSIM)-360(has)-360(a)-361(better)-360(correlation)-360(with)]TJ 0 -11.956 Td [(human)-379(percei)25(v)15(ed)-380(image)-379(quality)-379(compared)-380(to)-379(MSE)-379(and)-380(is)]TJ 0 -11.955 Td [(widely)-250(adopted)-250(in)-250(image)-250(restoration)-250(tasks.)]TJ 11.955 -11.955 Td [(Algorithm)]TJ 1 0 0 rg 1 0 0 RG [-526(1)]TJ 0 g 0 G [-527(s)1(ho)24(ws)-526(the)-526(detailed)-526(process)-526(of)-527(attack)10(er)20(-)]TJ -11.955 -11.955 Td [(a)15(w)10(are)-202(training)-203(applied)-202(on)-203(a)-202(SFL)-202(scheme.)]TJ/F11 9.9626 Tf 162.803 0 Td [(N)]TJ/F97 9.9626 Tf 11.108 0 Td [(clients)-202(compute)]TJ -173.911 -11.955 Td [(in)-357(parallel)-356(\050line)-357(7\051,)-383(and)-357(client-side)-356(model)-357(synchronization)]TJ 0 -11.955 Td [(\050line)-316(4\051)-317(is)-317(done)-316(at)-317(the)-316(be)15(ginning)-317(of)-316(each)-317(epoch.)-509(W)80(e)-317(adopt)]TJ 0 -11.956 Td [(the)-275(same)-274(strate)15(gy)-275(as)-275(in)-274([)]TJ 0 1 0 rg 0 1 0 RG [(4)]TJ 0 g 0 G [(])-275(to)-275(solv)15(e)-274(the)-275(Min-Max)-275(optimiza-)]TJ 0 -11.955 Td [(tion)-376(problem.)-686(Each)-376(client)]TJ/F11 9.9626 Tf 111.319 0 Td [(i)]TJ/F97 9.9626 Tf 7.175 0 Td [(under)18(goes)-376(tw)10(o)-375(training)-376(steps)]TJ -118.494 -11.955 Td [(in)-260(each)-260(epoch)]TJ/F11 9.9626 Tf 57.565 0 Td [(t)]TJ/F97 9.9626 Tf 6.189 0 Td [(\050corresponding)-260(to)-260(line)-260(11)-260(and)-260(line)-260(13\051.)-340(The)]TJ -63.754 -11.955 Td [(\002rst)-214(training)-213(step)-214(\050line)-214(11\051)-214(adapt)1(s)-214(the)-214(in)40(v)15(ersion)-214(model)]TJ/F11 9.9626 Tf 212.316 0 Td [(D)]TJ/F10 6.9738 Tf 8.525 3.615 Td [(i)]TJ/F97 9.9626 Tf 5.446 -3.615 Td [(by)]TJ -226.287 -11.955 Td [(maximizing)-316(the)-317(score)]TJ/F88 9.9626 Tf 90.25 0 Td [(R)]TJ/F97 9.9626 Tf 10.346 0 Td [(by)-316(k)10(eeping)]TJ/F11 9.9626 Tf 47.707 0 Td [(C)]TJ/F10 6.9738 Tf 7.833 3.615 Td [(i)]TJ/F97 9.9626 Tf 6.468 -3.615 Td [(\002x)15(ed.)-509(The)-316(second)]TJ -162.604 -11.955 Td [(training)-193(step)-192(\050line)-193(13\051)-193(is)-192(the)-193(standard)-193(training)-193(process,)-204(where)]TJ/F11 9.9626 Tf 0 -11.956 Td [(W)]TJ/F10 6.9738 Tf 10.793 3.616 Td [(i)]TJ -1.384 -6.36 Td [(C)]TJ/F97 9.9626 Tf 8.611 2.744 Td [(and)]TJ/F11 9.9626 Tf 16.295 0 Td [(W)]TJ/F10 6.9738 Tf 9.409 -1.494 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[(same)-231(as)-232(original)-231(channel)-232(size)-231(of)-232(the)-231(intermediate)-232(acti)25(v)25(ation,)]TJ 0 -11.955 Td [(and)-293(output)-293(channel)-293(size)-293(of)]TJ/F11 9.9626 Tf 109.218 0 Td [(C)]TJ/F97 9.9626 Tf 7.834 0 Td [(,)-304(while)]TJ/F11 9.9626 Tf 30.572 0 Td [(l)]TJ/F10 6.9738 Tf 2.972 -1.494 Td [(out)]TJ/F97 9.9626 Tf 15.07 1.494 Td [(has)-293(input)-293(channel)]TJ -165.666 -11.955 Td [(size)-236(of)]TJ/F11 9.9626 Tf 28.497 0 Td [(C)]TJ/F97 9.9626 Tf 10.187 0 Td [(and)-236(output)-236(channel)-237(size)-236(same)-236(as)-236(the)-237(input)-236(channel)]TJ -38.684 -11.955 Td [(size)-220(of)]TJ/F11 9.9626 Tf 28.168 0 Td [(l)]TJ/F10 6.9738 Tf 2.973 -1.495 Td [(in)]TJ/F97 9.9626 Tf 8.241 1.495 Td [(.)-300(Both)-220(layers)-219(ha)20(v)15(e)-220(k)10(ernel)-220(size)-219(of)-220(3.)-300(F)15(or)-220(simplicity)65(,)]TJ -39.382 -11.955 Td [(we)-210(use)]TJ/F11 9.9626 Tf 29.072 0 Td [(C)-72(x)]TJ/F97 9.9626 Tf 13.527 0 Td [(-)]TJ/F11 9.9626 Tf 3.318 0 Td [(S)-58(y)]TJ/F97 9.9626 Tf 14.013 0 Td [(to)-210(denot)1(e)-210(bottleneck)-210(layers)-209(with)-210(channel)-209(size)]TJ -59.93 -11.956 Td [(of)]TJ/F11 9.9626 Tf 10.789 0 Td [(x)]TJ/F97 9.9626 Tf 8.185 0 Td [(and)-250(stride)-250(of)]TJ/F11 9.9626 Tf 52.293 0 Td [(y)]TJ/F97 9.9626 Tf 5.242 0 Td [(.)]TJ -64.554 -13.106 Td [(While)-286(use)-287(of)-286(bottleneck)-286(layer)-287(in)-286(mitig)5(ating)-286(MI)-286(attack)-287(is)]TJ -11.955 -11.955 Td [(ne)25(w)65(,)-247(use)-247(of)-246(only)-247(bottleneck)-246(layers)-247(does)-247(not)-246(impro)15(v)15(e)-247(perfor)20(-)]TJ 0 -11.955 Td [(mance,)-247(as)-247(much)-247(as)-247(will)-247(be)-246(sho)25(wn)-247(later)-247(in)-247(T)80(able)]TJ 1 0 0 rg 1 0 0 RG [-247(4)]TJ 0 g 0 G [(.)-309(Ho)25(we)25(v)15(er)]TJ 0 -11.955 Td [(a)-190(combination)-190(of)-190(attack)10(er)20(-a)15(w)10(are)-190(training)-190(and)-191(bottleneck)-190(lay-)]TJ 0 -11.955 Td [(ers)-282(gi)25(v)15(es)-283(us)-282(w)10(ay)-283(better)-282(performance)-283(in)-282(terms)-283(of)-282(both)-283(resis-)]TJ 0 -11.955 Td [(tance)-285(and)-286(accurac)15(y)65(.)-416(Thus,)-294(we)-285(present)-285(attack)10(er)20(-a)15(w)10(are)-286(train-)]TJ 0 -11.956 Td [(ing)-279(with)-279(bottleneck)-279(layers)-279(as)-279(the)-279(method)-279(on)-280(which)-279(to)-279(b)20(uild)]TJ 0 -11.955 Td [(up)-250(model)-250(resistance.)]TJ/F96 10.9589 Tf 0 -23.377 Td [(4.2.)-250(Attack)10(er)37(\255awar)18(e)-250(\002ne\255tuning)]TJ/F97 9.9626 Tf 11.955 -19.084 Td [(T)80(ypically)-368(in)-368(transfer)-368(learning,)-398(a)-368(comple)15(x)-368(task)-368(is)-368(trans-)]TJ -11.955 -11.955 Td [(ferred)-322(to)-322(simple)-322(tasks)-321(and)-322(so)-322(domain)-322(transfer)-322(can)-322(be)-322(done)]TJ 0 -11.955 Td [(by)-219(freezing)-219(the)-220(client-side)-219(model)-219(and)-219(\002ne-tuning)-219(the)-220(serv)15(er)20(-)]TJ 0 -11.956 Td [(side)-378(model.)-693(Ho)25(we)25(v)15(er)40(,)-409(freezing)-378(the)-377(client-side)-378(model)-378(can)]TJ 0 -11.955 Td [(cause)-267(signi\002cant)-267(accurac)15(y)-267(drop.)-361(Another)-267(option)-267(is)-267(to)-267(allo)25(w)]TJ 0 -11.955 Td [(a)-304(small)-303(learning)-304(rate,)-317(which)-303(leads)-304(to)-304(a)-303(compromised)-304(resis-)]TJ 0 -11.955 Td [(tance)-257(performance.)-331(T)80(o)-257(balance)-257(accurac)15(y)-257(and)-257(resistance,)-259(we)]TJ 0 -11.955 Td [(allo)25(w)-263(the)-263(initial)-263(model)-264(to)-263(be)-263(tunable)-263(and)-263(propose)-264(a)-263(cheaper)]TJ 0 -11.955 Td [(v)15(ersion)-426(of)-426(attack)10(er)20(-a)15(w)10(are)-426(training)-426(with)-426(lo)25(w)-426(learning)-426(rate)]TJ 0 -11.956 Td [(called)]TJ/F103 9.9626 Tf 25.688 0 Td [(attac)20(k)10(er)20(-awar)37(e)-190(\002ne-tuning)]TJ/F97 9.9626 Tf 105.07 0 Td [(,)-202(to)-191(preserv)15(e)-190(the)-191(resistance.)]TJ -130.758 -11.955 Td 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8.9664 Tf 28.106 0 Td [(62.1)-2485(0.051)-1458(0.019)]TJ ET q 1 0 0 1 72.156 375.918 cm []0 d 0 J 0.498 w 0 0 m 459.716 0 l S Q BT /F97 8.9664 Tf 78.134 354.251 Td [(T)80(opkPrune)-250([)]TJ 0 1 0 rg 0 1 0 RG [(26)]TJ 0 g 0 G [(])]TJ/F67 8.9664 Tf 75.008 10.959 Td [(k)]TJ/F66 8.9664 Tf 7.621 0 Td [(=)-285(50)]TJ/F97 8.9664 Tf 47.972 0 Td [(65.4)-2485(0.007)-1458(0.004)]TJ 111.81 -5.479 Td [(Bottleneck)]TJ 0.879 -10.959 Td [(Layers)-250([)]TJ 0 1 0 rg 0 1 0 RG [(2)]TJ 0 g 0 G [(])]TJ/F67 8.9664 Tf 60.927 16.438 Td [(c)]TJ/F66 8.9664 Tf 3.989 0 Td [(16)]TJ/F97 8.9664 Tf 9.216 0 Td [(-)]TJ/F67 8.9664 Tf 2.986 0 Td [(s)]TJ/F66 8.9664 Tf 4.293 0 Td [(1)]TJ/F97 8.9664 Tf 30.548 0 Td [(64.4)-2485(0.008)-1458(0.008)]TJ/F67 8.9664 Tf -280.24 -10.959 Td [(k)]TJ/F66 8.9664 Tf 7.62 0 Td [(=)-285(60)]TJ/F97 8.9664 Tf 47.972 0 Td [(61.1)-2485(0.007)-1458(0.004)]TJ/F67 8.9664 Tf 175.92 0 Td [(c)]TJ/F66 8.9664 Tf 3.989 0 Td [(8)]TJ/F97 8.9664 Tf 4.608 0 Td [(-)]TJ/F67 8.9664 Tf 2.986 0 Td [(s)]TJ/F66 8.9664 Tf 4.293 0 Td [(1)]TJ/F97 8.9664 Tf 32.852 0 Td [(63.4)-2485(0.020)-1458(0.013)]TJ/F67 8.9664 Tf -280.24 -10.959 Td [(k)]TJ/F66 8.9664 Tf 7.62 0 Td [(=)-285(70)]TJ/F97 8.9664 Tf 47.972 0 Td [(50.4)-2485(0.008)-1458(0.005)]TJ/F67 8.9664 Tf 175.92 0 Td [(c)]TJ/F66 8.9664 Tf 3.989 0 Td [(4)]TJ/F97 8.9664 Tf 4.608 0 Td [(-)]TJ/F67 8.9664 Tf 2.986 0 Td [(s)]TJ/F66 8.9664 Tf 4.293 0 Td [(1)]TJ/F97 8.9664 Tf 32.852 0 Td [(58.0)-2485(0.032)-1458(0.020)]TJ ET q 1 0 0 1 72.156 338.04 cm []0 d 0 J 0.498 w 0 0 m 459.716 0 l S Q BT /F96 8.9664 Tf 91.095 327.331 Td [(ResSFL)]TJ/F67 8.9664 Tf 55.303 0 Td [(\025)]TJ/F97 8.9664 Tf 5.375 0 Td [(0.3-)]TJ/F67 8.9664 Tf 14.194 0 Td [(c)]TJ/F66 8.9664 Tf 3.99 0 Td [(8)]TJ/F97 8.9664 Tf 4.607 0 Td [(-)]TJ/F67 8.9664 Tf 2.986 0 Td [(s)]TJ/F66 8.9664 Tf 4.293 0 Td [(1)]TJ/F96 8.9664 Tf 26.892 0 Td [(67.5)-2485(0.072)-1458(0.050)]TJ ET q 1 0 0 1 72.156 321.929 cm []0 d 0 J 0.797 w 0 0 m 459.716 0 l S Q 1 0 0 1 69.915 398.096 cm Q 0 g 0 G 1 0 0 1 -69.915 -398.096 cm BT /F97 9.9626 Tf 50.112 290.333 Td [(include)-250([)]TJ 0 1 0 rg 0 1 0 RG [(22)]TJ 0 g 0 G [(])-250(in)-250(T)80(able)]TJ 1 0 0 rg 1 0 0 RG [-250(4)]TJ 0 g 0 G [(.)]TJ 11.955 -12.776 Td [(W)80(e)-636(v)25(ary)-636(h)5(yper)20(-parameter)-636(settings)-636(for)-637(each)-636(method)]TJ -11.955 -11.955 Td [(and)-538(k)10(eep)-538(accurac)15(y)-539(in)-538(a)-538(reasonable)-538(range.)-1175(Except)-538(for)]TJ 0 -11.955 Td [(perturbation-based)-261(methods)-261(that)-262(directly)-261(apply)-261(on)-261(a)-262(trained)]TJ 0 -11.955 Td [(model,)-262(we)-260(retrain)-260(the)-259(model)-260(and)-260(test)-260(the)-259(MI)-260(resistance)-260(dur)20(-)]TJ 0 -11.955 Td [(ing)-296(inference.)-450(As)-296(sho)25(wn)-297(in)-296(T)80(able)]TJ 1 0 0 rg 1 0 0 RG [-297(4)]TJ 0 g 0 G [(,)-308(all)-296(pre)25(vious)-297(defensi)25(v)15(e)]TJ 0 -11.956 Td [(methods)-223(cannot)-223(achie)25(v)15(e)-223(more)-222(than)-223(0.02)-223(MSE)-223(using)-223(both)-223(L0)]TJ 0 -11.955 Td [(and)-353(the)-353(best)-353(in)40(v)15(ersion)-353(model)-353(in)-353(MI)-353(attacks)-353(with)-353(accurac)15(y)]TJ 0 -11.955 Td [(drop)-215(of)-215(less)-214(than)-215(5%.)-298(Distance)-215(correlation)-215(method)-215(performs)]TJ 0 -11.955 Td [(well)-271(ag)5(ainst)-271(simple)-271(L0)-271(in)40(v)15(ersion)-271(model,)-276(b)20(ut)-271(f)10(ails)-271(badly)-271(un-)]TJ 0 -11.955 Td [(der)-250(a)-250(strong)-250(MI)-250(attack)-250(using)-250(the)-250(best)-250(in)40(v)15(ersion)-250(model.)]TJ/F96 10.9589 Tf 0 -22.387 Td [(5.5.)-250(Cost)-250(Analysis)]TJ/F97 9.9626 Tf 11.955 -18.753 Td [(The)-280(number)-281(of)-280(parameters)-280(and)-280(\003oating)-280(point)-281(operations)]TJ -11.955 -11.956 Td [(\050FLOPs\051)-395(of)-395(dif)25(ferent)-395(schemes)-396(are)-395(listed)-395(in)-395(T)80(able)]TJ 1 0 0 rg 1 0 0 RG [-395(6)]TJ 0 g 0 G [(.)-746(The)]TJ 0 -11.955 Td [(computation)-282(o)15(v)15(erhead)-282(of)-281(in)40(v)15(ersion)-282(model)-282(training)-282(depends)]TJ 0 -11.955 Td [(on)-333(its)-334(comple)15(xity)-333(and)-334(updating)-333(frequenc)15(y)65(.)-561(Using)-333(the)-334(pro-)]TJ 0 -11.955 Td [(posed)-431(attack)10(er)20(-a)15(w)10(are)-432(\002ne-tuning,)-477(ResSFL)-431(has)-431(much)-432(less)]TJ 0 g 0 G 0 g 0 G 258.75 209.333 Td [(computation)-361(o)15(v)15(erhead)-360(with)-361(27%)-361(FLOPs)-360(and)-361(20%)-361(param-)]TJ 0 -11.955 Td [(eters)-418(compared)-417(to)-418(the)-418(the)-417(original)-418(SFL)-417(scheme,)-460(and)-418(use)]TJ 0 -11.956 Td [(0.01%)-263(parameters)-264(and)-263(0.17%)-263(FLOPs)-264(compared)-263(to)-263(the)-264(pop-)]TJ 0 -11.955 Td [(ular)-250(FL)-250(scheme)-250([)]TJ 0 1 0 rg 0 1 0 RG [(13)]TJ 0 g 0 G [(].)]TJ/F96 11.9552 Tf 0 -23.031 Td [(6.)-250(Ablation)-250(Study)]TJ/F96 9.9626 Tf 0 -18.929 Td [(Choice)-392(of)-393(T)92(opology)70(.)]TJ/F97 9.9626 Tf 93.53 0 Td [(W)80(e)-392(e)15(xtend)-393(the)-392(ResSFL)-393(frame)25(w)10(ork)]TJ -93.53 -11.955 Td [(to)-229(other)-229(topologies)-229(\050with)-229(dif)25(ferent)-229(architecture)-229(and)-229(dif)25(ferent)]TJ 0 -11.956 Td [(cut-layer)-288(settings\051.)-423(The)-287(second)-288(column)-288(in)-287(T)80(able)]TJ 1 0 0 rg 1 0 0 RG [-288(5)]TJ 0 g 0 G [-288(presents)]TJ 0 -11.955 Td [(the)-236(settings)-236(on)-236(V)15(GG-11)-235(architecture)-236(with)-236(cut-layer)-236(of)-236(1)-236(and)]TJ 0 -11.955 Td [(2,)-298(ResNet-20)-289(architecture)-288(with)-289(c)1(u)-1(t)1(-layer)-289(of)-288(2,)-299(3)-288(and)-289(4,)-298(and)]TJ 0 -11.955 Td [(MobileNet-V2)-426(architecture)-426(with)-426(cut-layer)-426(of)-426(2,)-470(3,)-471(and)-426(4)]TJ 0 -11.955 Td [(are)-362(presented.)-645(W)80(e)-361(act)-362(as)-361(the)-362(e)15(xpert)-362(and)-361(tune)-362(the)-362(channel)]TJ 0 -11.955 Td [(size/stride)-380(size)-380(of)-381(bottleneck)-380(and)-380(in)40(v)15(ersion)-380(score)-381(strength)]TJ/F11 9.9626 Tf 0 -11.956 Td [(\025)]TJ/F97 9.9626 Tf 5.812 0 Td [(,)-485(to)-438(train)-438(client-side)-438(models)-438(to)25(w)10(ards)-437(the)-438(resistance)-438(tar)20(-)]TJ -5.812 -11.955 Td [(get)-352(of)-352(0.02)-352(MSE)-352(on)-352(CIF)74(AR-10)-353(dataset.)-616(F)15(or)-352(e)15(xample,)-378(for)]TJ 0 -11.955 Td [(ResNet20)-309(architecture)-309(with)-309(cut-layer)-309(of)-310(3,)-323(the)-310(tar)18(get)-309(resis-)]TJ 0 -11.955 Td [(tance)-348(is)-348(achie)25(v)15(ed)-349(with)]TJ/F11 9.9626 Tf 94.265 0 Td [(C)]TJ/F8 9.9626 Tf 7.833 0 Td [(1)]TJ/F97 9.9626 Tf 4.981 0 Td [(-)]TJ/F11 9.9626 Tf 3.318 0 Td [(S)]TJ/F8 9.9626 Tf 6.683 0 Td [(1)]TJ/F97 9.9626 Tf 8.451 0 Td [(bottleneck)-348(and)]TJ/F11 9.9626 Tf 62.828 0 Td [(\025)]TJ/F97 9.9626 Tf 5.812 0 Td [(=0.3.)-605(The)]TJ 0 g 0 G 0 g 0 G ET endstream endobj 566 0 obj << /Length 10894 >> stream 0 g 0 G 0 g 0 G 0 g 0 G 0 g 0 G BT /F97 8.9664 Tf 50.112 712.329 Td [(T)80(able)-256(5.)-329(T)35(ransfer)-256(resistance)-256(of)-257(pre-trained)-256(models)-256(with)-256(dif)25(ferent)-256(architectures)-257(on)-256(a)-256(tw)10(o-client)-256(SFL)-257(scheme,)-257(from)-257(source)-256(task)-256(CIF)74(AR-10)-256(to)]TJ 0 -10.959 Td [(tar)18(get)-265(task)-265(CIF)74(AR-100.)-355(W)80(e)-265(include)-266(F)1(LOPs)-266(\050measured)-265(by)-265(feeding)-265(a)-265(single)-265(image\051,)-269(and)-265(tw)10(o)-265(popular)-265(image)-265(quality)-265(metrics)-265(SSIM)-265(and)-265(Peak)]TJ 0 -10.959 Td [(Signal-to-Noise)-250(Ratio)-250(\050PSNR\051)-250(\050using)-250(the)-250(best)-250(in)40(v)15(ersion)-250(model\051;)-250(higher)-250(means)-250(better)-250(image)-250(quality)65(.)]TJ 0 g 0 G 0 g 0 G 0 g 0 G ET 1 0 0 1 124.361 599.448 cm q .99539 0 0 .99539 0 0 cm q 1 0 0 1 2.242 72.67 cm []0 d 0 J 0.797 w 0 0 m 343.622 0 l S Q 1 0 0 1 -124.361 -599.448 cm BT /F96 8.9664 Tf 133.912 655.73 Td [(T)92(opology)]TJ 55.473 5.53 Td [(ResSFL)]TJ 1.744 -10.959 Td [(Setting)]TJ 47.735 5.429 Td [(FLOPs)]TJ 41.338 5.53 Td [(Original)]TJ -1.982 -10.959 Td [(Accuracy)]TJ 51.286 10.959 Td [(ResSFL)]TJ -2.981 -10.959 Td [(Accuracy)]TJ 48.676 5.429 Td [(MSE)-1375(SSIM)-1333(PSNR)]TJ ET q 1 0 0 1 126.603 645.048 cm []0 d 0 J 0.498 w 0 0 m 343.622 0 l S Q BT /F97 8.9664 Tf 132.581 634.34 Td [(V)15(GG-cut1)]TJ/F67 8.9664 Tf 51.971 0 Td [(\025)]TJ/F97 8.9664 Tf 5.376 0 Td [(0.5-)]TJ/F67 8.9664 Tf 14.193 0 Td [(c)]TJ/F66 8.9664 Tf 3.99 0 Td [(1)]TJ/F97 8.9664 Tf 4.608 0 Td [(-)]TJ/F67 8.9664 Tf 2.985 0 Td [(s)]TJ/F66 8.9664 Tf 4.293 0 Td [(1)]TJ/F97 8.9664 Tf 22.978 0 Td [(2.1M)-2944(68.5)-3637(52.3)-2485(0.041)-1431(0.553)-1862(14.4)]TJ -110.394 -10.959 Td [(V)15(GG-cut2)]TJ/F67 8.9664 Tf 51.971 0 Td [(\025)]TJ/F97 8.9664 Tf 5.376 0 Td [(0.3-)]TJ/F67 8.9664 Tf 14.193 0 Td [(c)]TJ/F66 8.9664 Tf 3.99 0 Td [(8)]TJ/F97 8.9664 Tf 4.608 0 Td [(-)]TJ/F67 8.9664 Tf 2.985 0 Td [(s)]TJ/F66 8.9664 Tf 4.293 0 Td [(1)]TJ/F97 8.9664 Tf 20.736 0 Td [(21.5M)-2694(68.5)-3637(67.5)-2485(0.050)-1431(0.547)-1862(14.2)]TJ -108.152 -10.959 Td [(V)15(GG-cut3)]TJ/F67 8.9664 Tf 49.667 0 Td [(\025)]TJ/F97 8.9664 Tf 5.376 0 Td [(0.3-)]TJ/F67 8.9664 Tf 14.194 0 Td [(c)]TJ/F66 8.9664 Tf 3.989 0 Td [(12)]TJ/F97 8.9664 Tf 9.215 0 Td [(-)]TJ/F67 8.9664 Tf 2.986 0 Td [(s)]TJ/F66 8.9664 Tf 4.293 0 Td [(1)]TJ/F97 8.9664 Tf 18.432 0 Td [(41.6M)-2694(68.5)-3637(67.8)-2485(0.038)-1431(0.539)-1862(15.3)]TJ ET q 1 0 0 1 126.603 607.17 cm []0 d 0 J 0.498 w 0 0 m 343.622 0 l S Q BT /F97 8.9664 Tf 135.499 596.461 Td [(Res-cut2)]TJ/F67 8.9664 Tf 49.053 0 Td [(\025)]TJ/F97 8.9664 Tf 5.376 0 Td [(2.0-)]TJ/F67 8.9664 Tf 14.193 0 Td [(c)]TJ/F66 8.9664 Tf 3.99 0 Td [(1)]TJ/F97 8.9664 Tf 4.608 0 Td [(-)]TJ/F67 8.9664 Tf 2.985 0 Td [(s)]TJ/F66 8.9664 Tf 4.293 0 Td [(2)]TJ/F97 8.9664 Tf 22.978 0 Td [(5.3M)-2944(67.8)-3637(55.2)-2485(0.052)-1431(0.554)-1862(13.6)]TJ -107.476 -10.959 Td [(Res-cut3)]TJ/F67 8.9664 Tf 49.053 0 Td [(\025)]TJ/F97 8.9664 Tf 5.376 0 Td [(0.3-)]TJ/F67 8.9664 Tf 14.193 0 Td [(c)]TJ/F66 8.9664 Tf 3.99 0 Td [(1)]TJ/F97 8.9664 Tf 4.608 0 Td [(-)]TJ/F67 8.9664 Tf 2.985 0 Td [(s)]TJ/F66 8.9664 Tf 4.293 0 Td [(1)]TJ/F97 8.9664 Tf 20.736 0 Td [(10.2M)-2694(67.8)-3637(62.0)-2485(0.048)-1431(0.556)-1862(13.9)]TJ -105.234 -10.959 Td [(Res-cut4)]TJ/F67 8.9664 Tf 49.053 0 Td [(\025)]TJ/F97 8.9664 Tf 5.376 0 Td [(0.5-)]TJ/F67 8.9664 Tf 14.193 0 Td [(c)]TJ/F66 8.9664 Tf 3.99 0 Td [(2)]TJ/F97 8.9664 Tf 4.608 0 Td [(-)]TJ/F67 8.9664 Tf 2.985 0 Td [(s)]TJ/F66 8.9664 Tf 4.293 0 Td [(1)]TJ/F97 8.9664 Tf 20.736 0 Td [(15.1M)-2694(67.8)-3637(65.6)-2485(0.043)-1431(0.719)-1862(15.6)]TJ ET q 1 0 0 1 126.603 569.291 cm []0 d 0 J 0.498 w 0 0 m 343.622 0 l S Q BT /F97 8.9664 Tf 133.755 558.582 Td [(Mob-cut2)]TJ/F67 8.9664 Tf 50.797 0 Td [(\025)]TJ/F97 8.9664 Tf 5.376 0 Td [(0.5-)]TJ/F67 8.9664 Tf 14.193 0 Td [(c)]TJ/F66 8.9664 Tf 3.99 0 Td [(1)]TJ/F97 8.9664 Tf 4.608 0 Td [(-)]TJ/F67 8.9664 Tf 2.985 0 Td [(s)]TJ/F66 8.9664 Tf 4.293 0 Td [(1)]TJ/F97 8.9664 Tf 22.978 0 Td [(3.7M)-2944(71.4)-3637(67.3)-2485(0.020)-1431(0.787)-1862(17.6)]TJ -109.22 -10.959 Td [(Mob-cut3)]TJ/F67 8.9664 Tf 50.797 0 Td [(\025)]TJ/F97 8.9664 Tf 5.376 0 Td [(0.5-)]TJ/F67 8.9664 Tf 14.193 0 Td [(c)]TJ/F66 8.9664 Tf 3.99 0 Td [(2)]TJ/F97 8.9664 Tf 4.608 0 Td [(-)]TJ/F67 8.9664 Tf 2.985 0 Td [(s)]TJ/F66 8.9664 Tf 4.293 0 Td [(1)]TJ/F97 8.9664 Tf 20.736 0 Td [(18.7M)-2694(71.4)-3637(70.9)-2485(0.037)-1431(0.717)-1862(15.6)]TJ -106.978 -10.958 Td [(Mob-cut4)]TJ/F67 8.9664 Tf 50.797 0 Td [(\025)]TJ/F97 8.9664 Tf 5.376 0 Td [(0.3-)]TJ/F67 8.9664 Tf 14.193 0 Td [(c)]TJ/F66 8.9664 Tf 3.99 0 Td [(4)]TJ/F97 8.9664 Tf 4.608 0 Td [(-)]TJ/F67 8.9664 Tf 2.985 0 Td [(s)]TJ/F66 8.9664 Tf 4.293 0 Td [(1)]TJ/F97 8.9664 Tf 20.736 0 Td [(31.6M)-2694(71.4)-3637(70.8)-2485(0.062)-1431(0.538)-1862(13.3)]TJ ET q 1 0 0 1 126.603 531.263 cm []0 d 0 J 0.797 w 0 0 m 343.622 0 l S Q 1 0 0 1 124.361 599.448 cm Q 0 g 0 G 0 g 0 G 0 g 0 G 1 0 0 1 -124.361 -599.448 cm BT /F97 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500 555.6 277.8 305.6 527.8 277.8 833.3 555.6 500 555.6 527.8 391.7 394.4 388.9 555.6 527.8 722.2 527.8] % 772 0 obj [585.3] % 773 0 obj [339.3 892.9 585.3 892.9 585.3 610.1 859.1 863.2 819.4 934.1 838.7 724.5 889.4 935.6 506.3 632 959.9 783.7 1089.4 904.9 868.9 727.3 899.7 860.6 701.5 674.8 778.2 674.6 1074.4 936.9 671.5 778.4 462.3 462.3 462.3 1138.9 1138.9 478.2 619.7 502.4 510.5 594.7 542 557.1 557.3 668.8 404.2 472.7 607.3 361.3 1013.7 706.2 563.9 588.9 523.6 530.4 539.2 431.6 675.4 571.4 826.4 647.8] % 774 0 obj [405.9 437.5 496.5 469.4 353.9 576.2 583.3 602.6 494 437.5 570 517 571.4 437.2 540.3 595.8 625.7 651.4 622.5 466.3 591.4 828.1 517 362.8 654.2 1000 1000 1000 1000 277.8 277.8 500 500 500 500 500 500 500 500 500 500 500 500 277.8 277.8 777.8 500 777.8 500 530.9 750 758.5 714.7 827.9 738.2 643.1 786.3 831.3 439.6 554.5 849.3 680.6 970.1 803.5 762.8 642 790.6 759.3 613.2 584.4 682.8 583.3 944.4 828.5 580.6 682.6 388.9 388.9 388.9 1000 1000 416.7 528.6 429.2 432.8 520.5 465.6 489.6 477 576.2 344.5 411.8 520.6 298.4 878 600.2 484.7 503.1 446.4 451.2 468.8 361.1 572.5 484.7 715.9 571.5 490.3] % 775 0 obj [600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600] endstream endobj 782 0 obj << /Length1 1383 /Length2 6399 /Length3 0 /Length 7782 >> stream %!PS-AdobeFont-1.0: CMBX10 003.002 %%Title: CMBX10 %Version: 003.002 %%CreationDate: Mon Jul 13 16:17:00 2009 %%Creator: David M. Jones %Copyright: Copyright (c) 1997, 2009 American Mathematical Society %Copyright: (), with Reserved Font Name CMBX10. % This Font Software is licensed under the SIL Open Font License, Version 1.1. % This license is in the accompanying file OFL.txt, and is also % available with a FAQ at: http://scripts.sil.org/OFL. %%EndComments FontDirectory/CMBX10 known{/CMBX10 findfont dup/UniqueID known{dup /UniqueID get 5000768 eq exch/FontType get 1 eq and}{pop false}ifelse {save true}{false}ifelse}{false}ifelse 11 dict begin /FontType 1 def /FontMatrix [0.001 0 0 0.001 0 0 ]readonly def /FontName /ZUWMBC+CMBX10 def /FontBBox {-56 -250 1164 750 }readonly def /PaintType 0 def /FontInfo 9 dict dup begin /version (003.002) readonly def /Notice (Copyright \050c\051 1997, 2009 American Mathematical Society \050\051, with Reserved Font Name CMBX10.) readonly def /FullName (CMBX10) readonly def /FamilyName (Computer Modern) readonly def /Weight (Bold) readonly def /ItalicAngle 0 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def end readonly def /Encoding 256 array 0 1 255 {1 index exch /.notdef put} for dup 88 /X put dup 89 /Y put readonly def currentdict end currentfile eexec oc;jAw-=%W)-{ru)rAE(@{빴Q|_R ϤA -T@|q|VkJ%qu8PwGxŪ̆Q6K -U\%b"t-*xJ+ }3{Z2zݬT2s$Z&{BJ{=מ7ڄĒKV"~Pr-=L$wcrlVcN &'{%Gf#ɨ_i#SXd+U*|:1m=⾝~6/aGLf#NOS}ERs{[.-jj|tm\: x8PbPh[_9t237,I2B8J0msUWQdX!??Q4eRH ]ӊ.p_?8:o:UuDZ[m^/a4l4ȒtL<~&WwLa9gPqhQΠjv)]sqR"ЯDž#eZKPHrF"tw;*l5 FF BW1S!2*`8:XlUI?[wc &Z`ѩް sdHeF'*s ЁTd9Baऋ[a$g1f\0 7aR^(Lj#!mw2#nr$|TL]{X`4.Gw|P2BgܴwbkF Nfj;d?#l"+6g{* ,SQ2&'n\`]Q:ݹ6ln0b9m],/ڨ\Y$6[+UE#ƸMO( ϲ.DL\*@z3'&Е62%+(k`D/k(ɒkpt`^Bձ\H~Y_˒c%~(! 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EC3}henħE!C[xxnCq##Ti.iW/i*?K`ɞ}g;ο@>Hmn91-[ tj7 3Myz,?Z@RPBi>vVF\Ahko8*NIQv94z4m n8)Db]ٞ>=e3Q-'0y#JW 0݈7\t53=μغ|[R>5Ir xhhy!kVSȮ7I ThaToɁ( WdsUI=]әM|dJ\YRGy4d(N{"l\ ]kȮ8V A==r V^*mx(e=\ʰ!Bb8йX ֙Mاi p)r ~1 ׏<;d,^6f,PpΨ|kR87>i e ^NҢ@h`[BF,L%mUBe*$nox3K V$[[fU;4Qjggo !%Uh(ԝ 2ן, O[Ј_\?Wt<ȅ/; "Rm®)E\rW1 ђoy։)B̊\@gJ?m Eqqٔ84^Da97 㤸{ɧZ!_`-rlُ*qٺ؊t LCg :nbJ Lqrj5^9NRVJ7en%ϰYƕut4ƸF΋ėvQj6%c#~ O e҉'aS1e F u s^i"yw,~ C~Rƒ`,j"+ȬKk Q5IjEbT)">wv|$.4*@s? ipb\r 9AZx; ~c/Hϫ+%Bm-7 S2*Eoq;ջ/6[ LoT F>=8$d�otu[QEU!\ސswE6W׍ Q8 < %xl& ~Bh=F"2\],ӱ@re(lF*ŊY7ٍ` pS?%i|ˋt|[b<7M=7snѪw24ׅd/bD~[)g43G&/pN%;t :p }wM/{ Ϭ0.bj!Z@< zyl)" KUmoҙ2c})z:<ۄF oŃGLyT7;$^>,Y.Fܔ%Gj,&U&S0Sg\+h8.!ɧ?4}+dC֡;GľZ#AeqE>RL K@$|DW/PN^Е3*0KƷ)}JMg"$58_gCs2C7,K՞?λ)效4 1#oIXcP~1 a^46Ӕ)jOa a ^oy^&9ߗǫ%<mLLN9y a)U)D.?9f4R2X w#_RzZu)q{ 3hSߛPDŒx)8%֗Q]9 rf!:wn; @AK ?gNq48)ďT cݨRSK:k4S};3<ʵ< SU^΋opf"5@A bq]W*VOMt,Sg__]0-GXz+G|f_r]EGaqۜgm ]Mnv(D/LbdR;G??aJVTy^ۭgm~`Z2Ј|{AJcQR qnd(ۜyoD`TJCHzRaPהxƜC@Mp<[0?e;ZT+R[kgϧa"q^b *r|::VNBOUzHbaGDH$6$4tLJb INIC֜qa.K,ƭ >Cy l7'mf &o1:i҅u meNπ@1; BB}Z(P3>f`mwyج]}L0qoJ 4VCBBLx1s_(\2ZZ. G?eu8 3p8Dq,ƾ&[3M st/ϪT ;C;]DDu0 դQ[=zʥP*KCUqkw0nĴOUx y+po!=b/f]~0hB*NU@'*STd9>,zlX[> J@(5;V6`bHG-̮lmXJ%8.f~"-:AɲL}kfAL3mE[R-W&b>@`YͿsת`tIDf[ (aT,⡾lxM]l/,lC("T\lXX3M|xzB444bB=zP Z)AųؓvGh S+TھK̸c@+$F#'Iin2rC:Xܼ1ֆⲍC&v:Z`㕉 ztl .F˾!| C ڴ@g:WB"tg?wq&Kpn72x9yq=芯*PRTbѧ$ľn endstream endobj 784 0 obj << /Length1 1535 /Length2 6524 /Length3 0 /Length 8059 >> stream %!PS-AdobeFont-1.0: CMEX10 003.002 %%Title: CMEX10 %Version: 003.002 %%CreationDate: Mon Jul 13 16:17:00 2009 %%Creator: David M. Jones %Copyright: Copyright (c) 1997, 2009 American Mathematical Society %Copyright: (), with Reserved Font Name CMEX10. % This Font Software is licensed under the SIL Open Font License, Version 1.1. % This license is in the accompanying file OFL.txt, and is also % available with a FAQ at: http://scripts.sil.org/OFL. %%EndComments FontDirectory/CMEX10 known{/CMEX10 findfont dup/UniqueID known{dup /UniqueID get 5092766 eq exch/FontType get 1 eq and}{pop false}ifelse {save true}{false}ifelse}{false}ifelse 11 dict begin /FontType 1 def /FontMatrix [0.001 0 0 0.001 0 0 ]readonly def /FontName /UTUULP+CMEX10 def /FontBBox {-24 -2960 1454 772 }readonly def /PaintType 0 def /FontInfo 9 dict dup begin /version (003.002) readonly def /Notice (Copyright \050c\051 1997, 2009 American Mathematical Society \050\051, with Reserved Font Name CMEX10.) readonly def /FullName (CMEX10) readonly def /FamilyName (Computer Modern) readonly def /Weight (Medium) readonly def /ItalicAngle 0 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def end readonly def /Encoding 256 array 0 1 255 {1 index exch /.notdef put} for dup 122 /bracehtipdownleft put dup 123 /bracehtipdownright put dup 124 /bracehtipupleft put dup 125 /bracehtipupright put dup 88 /summationdisplay put dup 80 /summationtext put readonly def currentdict end currentfile eexec oc;jAw-=%W)-{ru)rAE(@{빴Q|_R ϤA -T@|q|VkJ%qu8PwGxŪ̆Q6K -U\%b"t-*xJ+ }3{Z2zݬT2s$Z&{BJ{ޣ!fpG?[Ttku'5O P 1[.BBBo0 VoG;wCMdK&\YT{#v m E57G~ߡ +3[ť73ŝ:&uN]B Je v(7JIFO/kZ)Ckz*7Xuvw نg&֋U+DWAԳPx;%]r@G~fJ48{vFM"~wvԇ1I mJXk k51D[Wopl^(;w\FIzHy$$r ./xj83>z>9Nќv-v)TTD*IL}qbx>u}&:=l]o:Eiۧ[A^ [/ER;R;"6(ũK?C!>;gh) Ga 9nQ<@(<|+)}Pˇ2&dqmc#IhFeI-S n|{cfyv40]vO?݋ZωN#I'\9wÅPp`i(2NzfAʑ[?}7N)-t)^EI(^ܒM[ ҽTf[z{ rC2YcCŤŬfvnTgTBg^fOW 3Kgiuؓe>Nוq1S.֢+0ȉ<]vmZ =WVhY&R{!2ܼ'Nr6ɱbk_ک'@13{MKݐ__GaTAbʊ0ZB{䤡 d2J> 7RK7׏T;Ȱ+[4B*q4~;7D 5W?S&3[L^'{P)V̴~B,10Z]TC2e;=@7n6 |,E+ʻ%_B κ7() xK6qQl: `qyi_O7MK!5(sfgHQ1N9!;8 @ߙ:Ϭ&-(D00fkC[x'=xWH i~ swOVꮈiJL%{yݘF": 1[[ nse]-D.ct&_C$I]Dؘƫ'DGSQ$ҀpՄ6<~"Dg՞1o/+8>YX+갭҅:fXM(~t~xc+`Hcv"+!gl;%kι #v" %MA6ֆN{%]D`;>I뼳g!CSiØofglu:o3yUݢ\a;'f@ᛙv⬊Zj NB].yiW3 5{$";Y]`!i1{Zn|VS,v6.am$|%>)TCk"3o@*RU,6<#44`xDo:Et{M6#:]wޞCA'j]=K4EA=:MOa+VX[b,ma*69Z]ʤ|`?tvFwr2)/-Ov5@y9 ]#x~{! ˣz{TD]7d{WtMpiځ(+\, pZ]8âwcl_E΀G#ӱ¶ꭚ=]Y7*rQ !WQӄrgdM9n*P b3Bxe @1RhOj\Bycwzj eH? U~pE.kIc4g<BZ\B5hrEd^wŠim ;2 "? ]`_Z 8P\w)9%9dS6X?}+LYJ^y@1 (h{Uem,F/d"H7?j V}2 l Olb(FY8G߱4. eS]<b@{ɤA.S f>oLơ6/翔OHeAᤇ#:j 7 6Y^Rvr?NVIz1x^PA~KutS`ZGR`Tg3H4'eKR `܁k+j|7oHNPqJg4{"NJ.Go[yv.IS+9jULd+fu˥~mQfsGMb)RY2>y2d=Ue8@*<*?!.y]PhNЫ1qrYgMR/ _X仾ru'Apue+`Y>q WXG6dZ e T_j^-'[nnyOZ:O?U3z;Fra}/_ -D'o!OQ'ʱL@ .!Ux~eRj=U=ΥDqKߒ&u9qD<: Lb.3c%x]׉; aRy Z:Սl^nz!/rUզ4)hOMMd 14/Xsa0"A묵erᶒlBNr8ݰY~ry9h?chٞ!c Y猅Oc}q5\(y!^(L 153jvzh9鷔7ZCY即O:,!UC$*h[G%4O#+y6">RR-:#XL%YDd,[FTꠤgXcб:o9LJ\{h%v9'tUBQŕ&Fpԥ,8W뗶FF-QEWDEz5s#.TD1R0݊:$}+r*WޮUb\]Evs|?LkoOiFx(8z1d8w .b"%K^i59C|]J4ptjŊÑCȇ ĭGe/" # @!aMbE0U?\ bYӽImʗ.`x+2qZ:j㱦tWMK;8ƦA s&q\oqVjQ %i3k$n'=E#* WVV IPQ8>i 4bm miʾ.P`W0'20vwl.]elЂ!Yz"FkR͙,`k%Iuban\Rڇud :t?YS/WXlO]{j f_p|=ZO(+`H 5 ~7dh֫]V1Ԅ2D(W[/tG W ( zK֍3Z!>LWaF;w0cA܂LcEa; *DG5HX&sw*;s(#PBپ hoOt%J u.:ۃ &essE3a̕*Pv*k]5D6?x3{%ЯEiVjӨPNx[ ЩnP1#WvA8޿6dzLtGb5Pw,.#gF:4:uBV@aO2zn! `pgTwaG7= bzsФY@}0{9B6$ʗԧЋ>n4=#|h~ޕ4R_= # I쏿p1u@{i\_>1| Jm~39+-JGy e(l!1zqk6;W=89ᚭg1>3N'YQ]w:mMЂB;f/.FP\ lW^,TE]=(ah'n!H%T Vmf7 E<˭*<, ڕ)TZ!񰊓i7؇I\d> stream %!PS-AdobeFont-1.0: CMMI10 003.002 %%Title: CMMI10 %Version: 003.002 %%CreationDate: Mon Jul 13 16:17:00 2009 %%Creator: David M. Jones %Copyright: Copyright (c) 1997, 2009 American Mathematical Society %Copyright: (), with Reserved Font Name CMMI10. % This Font Software is licensed under the SIL Open Font License, Version 1.1. % This license is in the accompanying file OFL.txt, and is also % available with a FAQ at: http://scripts.sil.org/OFL. %%EndComments FontDirectory/CMMI10 known{/CMMI10 findfont dup/UniqueID known{dup /UniqueID get 5087385 eq exch/FontType get 1 eq and}{pop false}ifelse {save true}{false}ifelse}{false}ifelse 11 dict begin /FontType 1 def /FontMatrix [0.001 0 0 0.001 0 0 ]readonly def /FontName /JZDXLX+CMMI10 def /FontBBox {-32 -250 1048 750 }readonly def /PaintType 0 def /FontInfo 10 dict dup begin /version (003.002) readonly def /Notice (Copyright \050c\051 1997, 2009 American Mathematical Society \050\051, with Reserved Font Name CMMI10.) readonly def /FullName (CMMI10) readonly def /FamilyName (Computer Modern) readonly def /Weight (Medium) readonly def /ItalicAngle -14.04 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def /ascent 750 def end readonly def /Encoding 256 array 0 1 255 {1 index exch /.notdef put} for dup 67 /C put dup 68 /D put dup 69 /E put dup 71 /G put dup 77 /M put dup 78 /N put dup 83 /S put dup 84 /T put dup 87 /W put dup 98 /b put dup 99 /c put dup 59 /comma put dup 101 /e put dup 15 /epsilon1 put dup 102 /f put dup 62 /greater put dup 105 /i put dup 107 /k put dup 108 /l put dup 21 /lambda put dup 22 /mu put dup 111 /o put dup 112 /p put dup 58 /period put dup 114 /r put dup 115 /s put dup 116 /t put dup 120 /x put dup 121 /y put readonly def currentdict end currentfile eexec oc;jAw-<X2-Τ^tE_SKF1F^jNBq{y4-Fgbԓ{"WB:rP ?dgS%|'ؓw&F7JNL9VRtbT5'm\N"K< wJv$tE;D4Vܢv{bG@dū)Nh]!(7h`f1zpBrd۞>sVÙiHޭkJKyuKI[Ƅ(,M=}%vf'E+)}f$l(W2[8hT>9X33 viU/Y{z4B&qnz|1/ɴcCzwm|x]Lmo}zm5o: 꿊."ĈdNo3 vz N pzP;Vҿg6Ǣ >,>OJ4mA0R3ֹ*{+9iuMO@h}-( Qȃ钏A)ӱ =.93g=[_bo_BVƂW"䶝aoZFsO)%d2wNH>D}۝Y1jZg1bJa|`hb)wYc[&0jX7yg hS&}p-f^ a_ l4zVnR_e@*z|Wi.9)ǙBSs3Ϗk,^bz˹a ˅4_B1+W2poDx>fH[]TEjRȊ~/+  l8zXܒpH!V܁d!;d4T5:,v#cK*;+zXz k Qw>aqb61IK&?e=f?ToRw: e / y}tX"7qtf}є)8SRXyԍ/Cmo0%}pd{h4>^wD@eQdaidY^@?p i3;BŹAe "Kc_ >To=*y#p$Ua5Q2Z3:wXEk!XLǑU MlTHnyeUsAܜo3|] ]zN&GU1@./9;IFz$U/Klf6xq y w}HH/*%bkYyoxжjxS\y)n?VJ+ka[zffI*[f=M3)%qO(\-Z!J H)rQQ5TbL}/>5k=QwO75#:,U_LP?NCSMi > 3*j#WÝD8$|!F̊L;_ dQJI$Y(mRqJ[~f9,6_1~w S,?1? Ayl(LtU m@*T9EWOg-ږHpaH"\z/EjV{11̃TVL5yWK|z|ڶtjBdV=z3TJ~[3`vpnrU MVW.Y-t虘鰭2z񑄥 Kxq3å_t|W%0=E@.2^r:(H>ePݳ;ס}mW-MAzs`sb}s@_s/FOE«lh\G`ba8$(^U3qC"vj?Aӷ5.s:];H2?lcP!e-t1//ǑbK @3\SN:8'gU?)Rb%o>6 ~) O Xw5/"|k(e$/JG 0Mo#hpT%-R(>* Ҩ25h|I.5u`QPւ)`QQǶ(45^ބM߯o5G*`?RFM Àgpfn51dK[L yq B$@'6!W ΐEI6,IT$yهHpiVch]l&ߡF:O$#Ȋ!D:%)aMx"_L?d*:02]7x(4p P8*.v5sb<]LQ0*K+@>e.-oӏCƀl\~R+$voDgya|n)>1_|hvD5"Pt#'徹.GESJW˕̪N AZr!o"XF-)$^Y|i RA5=OgCna8z*2e6]Ԃpc'S\I |,qnL 7H.-߮2ST[\ D/6b5Cve>JK[mLU>: M RGbRL~%?T21aΏj1B&6s=$ck+Ȅm7T,7-|hc-9M׎GF[6C2HNy5~#EL#-aqRoa|H^[A;ǒv'9IeqqmLsoCEeiV();ߥӨi1Gfex,!5ѧ[ح3 iL䓛۵Xsy`@Vv͌{k \ .7 ]7xj]ZΙe; ,]}$IC[R_&Qyu=1vRF%3x/^4QG#5\'{C &({W9PR=or/Ғ\'ן`ʠC` ȑ;J Ԕʗϵvot~LPA寺(kx3KIX=nN6јlu15Idhw诮S]9^ćZ^q:К%4<!_ʚ, RF#kh;ǔ}E(C"4Yb;O_)=Pu.elShx4ѕ mo.>n:m33dz1gk?.Xaf>G+sLxB' ¢ Q4MJKzhjҒQoLAo eS u)ÅBOj8 <ȋ#K Ryh"ؙVv-,.iBP MσO/+OD_[y(q-[N)IиY|osΫgY D TFX,5")Ź4"Tz2 hua0=] f6gZd4j"ܾRGS "<+1SKG?~.MsR֎[0~7Rl3xɞ LFW/G)!}bsn f |@:2N]^fg1^[`8FC.H0QI8He&1[]GI$bJV4|Si+A;_?;^(ܧ971{nѽd.zh(5)`2zq4_ހ.LFqY3 ;-k[ u@4$U*c_jptXЀ17[KP9]C윏Ed,O_R N*E9נj8 b-ߦt"{iKY aUJL6p2,3Hoځfl6و,EmrWecj%`a@CQݵC%}>DH]{ kyC F;du7of8Q!c[azXmˬ!)q5eLEͯ in},&e!w —v'hd %Rz FB4Bw+Ģ5 - ϙ7u$XQjƁj5n>sS/#>ƛ1gOTs2T"k1謄(^}7Vx1 ty´[,%5I n(m xnA۟T,*%: Z;#3?Y  |:F@i -k؎$e #Jl8\y?KVh畻T;|1Dσxsyv |tEJNnq"y}=.) g "+6)"6"2 ߈󰰦XSP0U#=YGw{޾)+,Z[ݡJ9YU GPUBW{%f)S^o|gh| %h0(O"äv3Y&RK>kPUR6h?c]1 r#E|ڍ%K*C(9-j8:?3KYK|tllnFq6 k_jTENV-Ub{YX>%䕙볽gχ G1԰fOP]L ftMVWj.KRgK|Vn͍K1c$aiKJ2e7 [p+gqo9C=ym˜_o W-{^: Cܳ·Ճ/e'cPҠ+NH2Z% Vu;[~4^KC 8oߏ2ej 4Yȟ}p7A 6y3Nm[3?Co嫫J )EI ^ Ĩ Ǐ =o]\յ;'9V߃@a)z#~ۮOA9z)Ky/D~9DL!P0\,0 a(BnjB~GL&T8:[UX4Uj)WZe>㉧Ն @q{nnp;ze3CRC_q B12MQD$AƽW,lb:X<#"bem-OYTVoHWirq " .u,BA~ZFX< ](=y>z QvXTJL5zǤqΠ~( ̂{z1kKף6${M1pwW<-ZF vD)Aw)`5]徝Pwx3YCF^;N yei]TCq#=mFI{4[OM.&w ɵk-|6Q=%}M:8y4C^>0yV/Hw<+WZl&\٥ *e4Yo4AyOȚVTՔU ܲ]5Qᔉ*B= ԍ|d- Y)۔HxnYd'F76sr8dXQlguDo.%O"ӷx.Z?wj P[X(A} )=YW,f{D!\4d$^JՁ= r3ޚV)Iyo`ېQC! *}Upt!U=ku T+nahnThB+X d>T7/O$)2!gz_Os}ԏ K.@uo=00 2P_6>8G#q*v)".bn я-7  ]փHLtWoE-78TD_:K2w;WJY:ТqoXL@^9gf>BLk( _>vs!9U>*MQ8NLLCZy23.Բ qHgA L~Abn\L'/=Dy"MemX+yNa KfB zUEr+j!ldLgZ&rPX>SLm2Td4ȍ{Yd&$:Z*Cz cr:H&cnɬ,%uj]:b$ G~^kp Fڱ>B *B%dِt.$hw[-qLA"2(y:A0_T^t͐2%l6:& lH1pF>&!sWirh t{sR.=fϘTfYk VedS{vF7V)nloʬ˶$dX%@4*F6@MzZ|"3ga'Jo~+6}CT7'Ou^!maZOƼq#.pj{ԯvхh3IVb *Su9D0BmoXq6 i-ߛvW*3xN҃H}MHa.ΟS3p9zӺ-y7w&_Pӥ"%&}q?%+q ),;V*XCa^1T0R4:."ƕK6+5:>o2!lP!V4[1ڻ,J&fldf:Ͼ\ $Nҵ[ߌW2sk2>4]:!wL_7YR<ʧS{(D endstream endobj 788 0 obj << /Length1 1427 /Length2 6800 /Length3 0 /Length 8227 >> stream %!PS-AdobeFont-1.0: CMMI5 003.002 %%Title: CMMI5 %Version: 003.002 %%CreationDate: Mon Jul 13 16:17:00 2009 %%Creator: David M. Jones %Copyright: Copyright (c) 1997, 2009 American Mathematical Society %Copyright: (), with Reserved Font Name CMMI5. % This Font Software is licensed under the SIL Open Font License, Version 1.1. % This license is in the accompanying file OFL.txt, and is also % available with a FAQ at: http://scripts.sil.org/OFL. %%EndComments FontDirectory/CMMI5 known{/CMMI5 findfont dup/UniqueID known{dup /UniqueID get 5087380 eq exch/FontType get 1 eq and}{pop false}ifelse {save true}{false}ifelse}{false}ifelse 11 dict begin /FontType 1 def /FontMatrix [0.001 0 0 0.001 0 0 ]readonly def /FontName /IHLVSO+CMMI5 def /FontBBox {37 -250 1349 750 }readonly def /PaintType 0 def /FontInfo 10 dict dup begin /version (003.002) readonly def /Notice (Copyright \050c\051 1997, 2009 American Mathematical Society \050\051, with Reserved Font Name CMMI5.) readonly def /FullName (CMMI5) readonly def /FamilyName (Computer Modern) readonly def /Weight (Medium) readonly def /ItalicAngle -14.04 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def /ascent 750 def end readonly def /Encoding 256 array 0 1 255 {1 index exch /.notdef put} for dup 67 /C put dup 68 /D put dup 83 /S put dup 105 /i put readonly def currentdict end currentfile eexec oc;jAw-<X2-Τ^tE_SKF1F^jNBq{y4-Fgbԓ{"WB:rP ?dgS%|'ؓw&F7JNL9VRtbT5'm\N"K< wJv$tE;D4Vܢv{bG@dū)Nh]!*qĞLG~ʒ@͑\֬nx1ο?n!4;M~Qy Ҍ4u:VOG(m3~qӇerګlW=Wj=4a&b2ЊõAr)7|p\W;C|O0z wQ R(W?2ܰ㋈iN3mʊ PʝYA9I\_#ι~ .& ðe8vaISh:}x߱/jҿ䗧̋[ Hlu|GKKk[&q&0@YEΰGGO˲@3l=ZFꝁ΂~='>vFZn9tbpi5lAz۲u:@9_T B:ElׯȳL4 ]hlT;zfqy>8 1Ō[)L!lAU@L^;Ƚ3yAE`Gv'Eɘ斆g U cwK028zp"E( UbbEVOϼ2jXF%.L|czWe)% y^֘tY =V?z FŻDPÄEL8L(Ef `7 Sc]YDrGLA@c-N; Xa 9ONLm5#+Y)>wll􄥶и)g > *J!qP`^ CI }a5,-;$CuW]q.Jg%V[!!ȱ%T]fa ) 1nFaD`</(FKv3C ؃c}:,f4"8 ^f䣴WsOQĦ0[%CZ;w,nW!/-8`ӢQ:֟{Z!D[ VJ76Ӱa>͖rf av/7.F8<[ӝiH]z8K'+`&ihnB9Q4zKz7!<`,SY#DEs@*εabLf[.THd20Xq{ }{J dSAΏL,K2( S;{p ҇½?(2F}m±ERw&_" U YZՖR Ҁ<`&sﴶBKUzsy[Tx ̠kU*%Ѳ6<Alb43}PZ@xq;S[Վ5tMJӟVh L3tX`HcE抶^ +*q\IK*0>zqFo1]zJD0V!*YZ[;I=+g `2'qW[tb(h*ajRѶvTx:j}I‘[SK-MtW:w4{UbG4~- :LZDsB3a_@7`xm"R&TX'*Ѱ]eMa 3 |A`Æv!ζU2&"nꙏzRAbJ&GɚC Ty|?Q „3IڦAwXĕ{_M6 qe[&I؇*YRAVՒJE.jۜ(^EnÆOQ!)-IH/jUrq.hd"#=dA<[Z5-:0qϹ,|4};.fh4H`qyoK~j*0DSHя%Nk/2f&,fbzӒ8a# [Ѵ]B>_I~jR5zRJ 当:atSA>Bdʩ;3׼ðGoDٽwrQk!'k3V#]#Q*ox) `J6)B9at(ҎQUFY Է򱫌["?@$n&q GFaa\xRWWHPL5\ު( DR /?whu0Ӆq翈(~E`^ AiԢ>QR#߇$Ny OQKKܛv<"waF &%$-t4qX!@5S'Ʀ-Ԭ)162:"m)iHHobHL,;+x00Lg`_j׷zhYqeBmd#CČ-n!Lab|i6m\0#`|v.PRM-N/; ]-+[_fb&pf4pQNVuU',/OՌ: ,b(H  ClD3 F]+:Qbg!5M]`#Z;m/)ihA W?VD8\?$ysfpȍT[2?F3ߧW~*GP552^9 ;d#=Tjg_tॸw}< 6+SQ]\tM6.,lfr-7oT t8<@Rɝ 8"u˓A VQAf5؂;BK޸ / BDP3OzEnVJ-ħk Mhy,ShjGo;YF>d[* !u'Y]D d68d=15 Go>:s# =<&MZ@/t >I(Ӊb/ tڳlptXp<` jvD Rl erTv*9֭섧`'w=WK$>HߊؗEan5V +c )F +rNX`.2iaY1|-~;Hp(ЈvxU UJ1h*i b `I$LIoAYʌÓ6f?#sp}lhىϚ1^v8lBVyA#7 * kfeZqjJgI(\Îjv yar[džT j=D*F@Đq8r1TWUGE gc1#U҅%='V&Yf">M0wX2ځBO44bZE +#;}zeFZ{%k pðs|i( 7]癓 AC nMŊ[6 3PWo yʌR\B;4-|+=A޴gh.V)Xj@{+`pH\hhFzRe: (rڢ*b'ysV`\]C}[龼haTWNr< l`M՞0mHnuR(d:b>C}m0'v[ TڍWuR l7V-D?C]P]Ą)&iZ?Ԋ#|E@Y>Sޢ6"W>&(^[:5!b͕5n]kW"SNaڙnP_zq{o~?#] Ɗv0PD#4l{w6@ydQ09}QIM7-n 'Ilf>{3߯ڃ=Ѐ&x\?J,{ Dv%2Y}[PW }aeeSMs5R閼-ȍYEp;>]`+iq]-fu@neh{bږܒ/ZQp}U$1}75 -}; {@B9џ+j "x9<~.ʸ?,^ʝM}6Ԩr3%dl2ҙ)TRCl> stream %!PS-AdobeFont-1.0: CMMI6 003.002 %%Title: CMMI6 %Version: 003.002 %%CreationDate: Mon Jul 13 16:17:00 2009 %%Creator: David M. Jones %Copyright: Copyright (c) 1997, 2009 American Mathematical Society %Copyright: (), with Reserved Font Name CMMI6. % This Font Software is licensed under the SIL Open Font License, Version 1.1. % This license is in the accompanying file OFL.txt, and is also % available with a FAQ at: http://scripts.sil.org/OFL. %%EndComments FontDirectory/CMMI6 known{/CMMI6 findfont dup/UniqueID known{dup /UniqueID get 5087381 eq exch/FontType get 1 eq and}{pop false}ifelse {save true}{false}ifelse}{false}ifelse 11 dict begin /FontType 1 def /FontMatrix [0.001 0 0 0.001 0 0 ]readonly def /FontName /YVCEHY+CMMI6 def /FontBBox {11 -250 1241 750 }readonly def /PaintType 0 def /FontInfo 10 dict dup begin /version (003.002) readonly def /Notice (Copyright \050c\051 1997, 2009 American Mathematical Society \050\051, with Reserved Font Name CMMI6.) readonly def /FullName (CMMI6) readonly def /FamilyName (Computer Modern) readonly def /Weight (Medium) readonly def /ItalicAngle -14.04 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def /ascent 750 def end readonly def /Encoding 256 array 0 1 255 {1 index exch /.notdef put} for dup 97 /a put readonly def currentdict end currentfile eexec oc;jAw-<X2-Τ^tE_SKF1F^jNBq{y4-Fgbԓ{"WB:rP ?dgS%|'ؓw&F7JNL9VRtbT5'm\N"K< wJv$tE;D4Vܢv{bGCSM!R C\#Xjh ho35ƒ8"g{dWLtj昆G )l5 Ě46gfPQDL:J )T,ЧqVfHeUܪGʖ#8܋.T,Ps,! tMq}K6ktwa9[~>Nlylj\̬HLcƻՐ0?o%>Luc2uUkK0ݳx ߙzΪ 0aw5Joϛ$_֙WMZh%G@L~/G2ɜdg5Nunm0! `N1=_^k9F $2@wkdDMeyc ҈&dӘ&XY6 ߎ&L5%hEj4#U*'dɻgh#V\3m[qN<60!2>~f[-[؛Qwkps9CLFSĺqSæ#rg{#fbԧ~XDI%:`mrM/IjoƼʩyLmIе/XH2Ӽ&!)[e-~Vҳ$?$o#VCgSOGhQ|R7uu Dq-x<STmP6I+֏HS&Ab.֒#Fa6K>GS i*ıhڽy,RgdӒT;ջA{].IW"b:fXME>N_9/!O)"M nJ;89,Z ڼ ADDt'I>cI,ʃ⨄{O~WCA#BU+4B\ǡU-\^R> [֚WˑJ1͑pVycǞCz/?d-4zu$LG,<+U%5Sm}<‡O r) 'WeqؘdxN6KfG #Me~Y BkYʬ k?kwr֋Ȯj"6KFi%?=,`H xe)TθLHe;ѽAō 4jUk{pEa';0 7qekJMg/7Cecc}$Fxd_‘d+'πa{CMx){#QÐ}qvz!܉#;$"AW+tFg9ks/NmB`)T|e9c&bW{U%UpC bGz/\~ .vÞ@NU=x$xihE ܪ 7 мyhXåp2[ӽk~Y* McBrVϞ#x?Z>,dyA| tW dCiعGATń}_Colim3_SҢnc]S!:LF({gPpΞd>)Us(ђW1i.x 9oqklɒK4 ͯA e6e=uzJ(bxo@L Бey D2d-Q'>9.v!7᱈*y&{׷W9yM<8%c$ Zо:zknp6VS;c|v>])^QA|ڛhF G,\_j6,[t`b^S9|B &umô'+-5j'TgMhDžd QR#RI,FX'F; 6fgly;I?ȉMst.c+735Izp)ܕ7bh[ F+'Y]QU6gܶbRG}e \A 1b1i ̔vKA{gfuč[nj}cݰ6R?ZkU቙_{[ʬ\:>MZ v˜AFG U+9[ic%YttŐ駗E?[JwNypߊo"R5`j=&Vfu0kecY+Lejڧr΂LFE`V!+O*TbҢBVGgtY's`- AZLD]4[6zRP|8h)u` i6TBzQV u~_Hv/´p%ڿOT[F\ vI5%vÛ+c5)SoK38xWo»7˜֜:Y>7G].m2Af}eGf|;~(XH_-!H-72m9B#1 F\E6jMKZ"#K=EABO3rOZ>Fv4fwBgڤACNN4}1;hG;ʶδAqzg~. c+ڑҖ<`!IÛn.שDTFHR,Z;4n,@A2(ԁ!L \Ogma ]xX5qMAݹS 3/a\W@ ,}4T>{徛o˽gSS[O.[Ԯk"JpE'$DT(ϓI!}\N^n{!JfJG 苿^c6Qal@5{,Srm.\&l3js϶ 9NbB: "MIzii]%NCͿrL߇e^e|ݱILrGDZVWm!HY 1*KA~,XLj"iigKď/Gߌ ),ա2)~!6il_qZkhS"gݷi:70X !({MTǂiF@y8(S̓X=ToB )m=Nm YgkF%nsvVIvt~! i!9439\e+}۞ ]8{|{zLs@ endstream endobj 792 0 obj << /Length1 1621 /Length2 9360 /Length3 0 /Length 10981 >> stream %!PS-AdobeFont-1.0: CMMI7 003.002 %%Title: CMMI7 %Version: 003.002 %%CreationDate: Mon Jul 13 16:17:00 2009 %%Creator: David M. Jones %Copyright: Copyright (c) 1997, 2009 American Mathematical Society %Copyright: (), with Reserved Font Name CMMI7. % This Font Software is licensed under the SIL Open Font License, Version 1.1. % This license is in the accompanying file OFL.txt, and is also % available with a FAQ at: http://scripts.sil.org/OFL. %%EndComments FontDirectory/CMMI7 known{/CMMI7 findfont dup/UniqueID known{dup /UniqueID get 5087382 eq exch/FontType get 1 eq and}{pop false}ifelse {save true}{false}ifelse}{false}ifelse 11 dict begin /FontType 1 def /FontMatrix [0.001 0 0 0.001 0 0 ]readonly def /FontName /DMGNLQ+CMMI7 def /FontBBox {-1 -250 1171 750 }readonly def /PaintType 0 def /FontInfo 10 dict dup begin /version (003.002) readonly def /Notice (Copyright \050c\051 1997, 2009 American Mathematical Society \050\051, with Reserved Font Name CMMI7.) readonly def /FullName (CMMI7) readonly def /FamilyName (Computer Modern) readonly def /Weight (Medium) readonly def /ItalicAngle -14.04 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def /ascent 750 def end readonly def /Encoding 256 array 0 1 255 {1 index exch /.notdef put} for dup 67 /C put dup 68 /D put dup 69 /E put dup 71 /G put dup 78 /N put dup 83 /S put dup 97 /a put dup 59 /comma put dup 105 /i put dup 110 /n put dup 111 /o put dup 112 /p put dup 114 /r put dup 116 /t put dup 117 /u put dup 118 /v put dup 120 /x put readonly def currentdict end currentfile eexec oc;jAw-<X2-Τ^tE_SKF1F^jNBq{y4-Fgbԓ{"WB:rP ?dgS%|'ؓw&F7JNL9VRtbT5'm\N"K< wJv$tE;D4Vܢv{bGBH)[)Wmu;€jA݄6p`QJ3@H0lī U=Sn1: zU2!ʯ ̹6&X!d[~gݰgZTd?}*BkӨ%>Cc-AMMغ8_/99PR lf-d] ߭EU_~f*j ~`(ks@(YH詵{>sب9ϗQ'%¤^ ϩ'qT LB%iWl;,ƤL&[͓LY!L.Ee_CrcI"#5pl$#WŮV*^-ZHh]Md&wfoZ_xOGoV%i8z`<džS{(j.KRY#u㔦nR֔LexW2N ܸm {Y2rpFSf (5b4;2}$ Cq^`Vx_-܂ߗp\ڥf6kEW1xnnXǣj?cB۬᠘4Nw7t4-xOK|.JH%͙6.jHi>lg&w|5CW)6v}42B>Ũq%~AO.bB!dMýKK!R\-9;Q wL%jΓ~c0Z#bprg3jN'<;Tē-XtF! ? ˢ[2}+-P L9FfVݎ44 X)+g-ٱ*m}(UYđU^> +JFd%:=gEMuQpVp&7[9qQoIVM2]aď (|f/FrRVv^ |ĩ-pxG?'gzl,γ#ACFYm^ @.sֺ>f!]JCGuQyCWs ð&ITF̀Je&-e$Vk% vl#'6 8 H߾A7]i׈3eYx/yf] >q^`~'}`3(1~zRjAwua8#tNʰq$ޕSOO@y{1FūÃ)^FK}J.@4z1D3$k,0Ia8pPQrCik]qB~&\PTW\}'5 Cze<(sko9!?xїE[⒞J>&"B Sc׊}5DmDUhK1M)k)P%-/l|tcT _hhk򗇿ܑCl ai&k'0 vYok9&352X8r]61*EXk d`-sW㴑`\ҋ'!Fљf8Bfمܧ()"Q%b@q+^P6Au}P:G(jH*J}a"`R_tźG{M8D*R,%-R_ϢPzQkqM)Vt8 ^ \lKt7#]뢪xNAVDPjtQAT8a BEֹ_cR2vNlFޛU'y|E3YFo`]ps %zD 6ӬɘZ\{D-pO<Ѻ}KQ&U / ;yezFLy%LgNڝnK#꾫_:G^)S8ȼZ#Ah)<\\&ږSv%KQ' 49$ՍHD0Yyh)(;[;y,EVJO-+i&ltit$ز ,}<[$yǟک+)(xq0K׽tt"/t/Mw e7+dW~b(6Lj?c_j ]۽Vh=-(_^:`{?BU& 9HqU2-1cdD CR5vKEiV!;qtO%7Wzj~UgYq珎SWXKL2">9$:; `k E5 FBjl|De: AkN4NkcOq"8&)I@ m(=[44qqZu0P_/٧?"u텶;@ 柊"b6(N}dV&i%*%5,.Vofc.; a/p%l *u"Mh6,6ޥQ>jfRTLŧ{sj(橫2%0ł.`o{N)eugB'b!)iPOYL^peBxҴ@y,4#**PY2 ❙ȀygT>$[X{D1t?Kv {׺jޜ"4%{C{gŪPi;TM"_<.HNUFؓψĈ0NL+/lQqX w^WwQD]~@8~("ZU5K"5DT iur!lF,j<XQfxC㼕X: %lɻq˸n 꾸a ZSMa8"kgCLԏ "ϓl#9BMjX3ҭڰnE`Ts[ڟN՗ej.Du 2OQajcSd#o[]"}Ñ:*y0 }D],2OQ^E:MmXS7U&倧6hf@mųue[1.Xg@kQHNVQaTb8MJ}pp++iSSj@9֙\g7ۗJ>>Z aDرԎ@zq2ԗ9{Vk2`-ʶ5 WC!2 5BwR&,%5%"@LJαm W{8)$U?zhX {ӳ]P-k?Sp"3H SN QQub Rqs/( Mɩ#1YV}E/J4o˻Yxבi̓P_+ ?&$,:39|~wܨ.Gsi@C{25;ܮ2GUI8,bA|Z:V S|:U%pkèR=G #պ6,8fBqbh?&wOV,pM?n\kz/J|;hh3gw gh6QޒNYwRRfrۀ!(uf_-QӒJn:J[{iΎ b |Jg-=wNtr]~|k{FC&e/*`\B_ךŽEJ5`J풂2*Cjq _l8upoR, ^S3h0 ߺ~C/خt}M(@\*AyV|}{fۣA/C"MWUo 84a+' 򛖚`Gz=~6"Eꑙ=olcd@&lqZn E CF'1r4Q6At#,6m$eSP|y)cn wд!k-kF(Lo]'#:U3بì?׶4hkA;$߷p4N_/ȡPtu:nt'B8O♳uT4XR@l7Q܊o9lCMj u7ŖMwAl!` `8TGfį\QtCiROeyX^:w9f*,mw2v%Cea ~0FlS⹏W) >25?d JBdn,m}'bݭ~\,~[$sAr`pz]:򈑁{ i|Gj R_@|\ot t`y ʳj 7Uֽ .n.SHY/kr?TiGz.}NVb+F ǡ3,7:\c=%; `zQ@@Zfh`"܈ ֲ@0j#]k,T]{4 0~PS _79|8$ae# v&pt{sm'nCnE,}&I;t͏G%%PG|ExOdde0z▲MFF@{<+j0ePᘃBڤnʾP#mKaViĞ'qB JOѠ3AqI<8 ݍ7w )!&rl U3c#ٵrUF`@/&v] 옟>#hbtx8A _;]ֿJ{RDd-n%]dbk?\Ӟӣ|g8ڹ$%pRԚP8>Jl֭1Y#I}K\!f{ćP`"ޞ N~ *bbco[FVjپƓV(w5reͩ4hƄrϣ G=NTaņzGA-P D#Y|7Df;\18WRl}yKmn-Mg٠8(Zʹa%[2pZS|:vb)഼ܲyDؐ0g01 ٷ O';]nlo(5pZJt9Tep`H.e㮐Þeglm {P Y={D=C>PඣOVrb&ٝ)uе>Zec9țo1#PѬR_4BџO9r(cJUy{ }1\¿d"PEGbp[ Ϭ>z)N$oϤ5 DM9gʋb9GW,U:8hҶ!a&D'\x=+u(8A0g󆘴C&n2/1zLE ibT9~*he2>nZI!4 F qwnS]N#=W[p'k+r9䪇^Y}.! PPG\iN! J5^vû%DGvP윘/on@RڧqT{9bpu_.\:VhJ4?{,T*W˰ T&jD]2`jb` ͍yd'uX(qac^fUN{A#q͇:8*ca;현R,K ZzR >2aL;{]{9WLj M 'KI F_/_jpb%vpȏVAal[] g<ݵYeMghټ}+&?$t9py08c]s(P^PXfV9n$lmA;`l1ؚJ `0gW^kѐ9?m\J%b* ^ Mv3VZYB ?S|%Nüۜ!4곜$7b4obYwn%WLWR-(x{ 02= s8I)|ZflZmk{51sk H#'tW068fqsAifd:W$NKpV1M1Γ7~B@q bF1#eOwfExSq.wKR|>Wѱe0\ēԆ۳,A{|C5B1ςJMx+M>i²ȧBmzcQTI>NT4*wVM Ry#sm kn p*;",˰S:M[ Nkۈ0?F2&@% Y7) 9~d--${<柅m21VK,xddHpu,7)86bYpg9ؿ$ CΦ+a̗; endstream endobj 794 0 obj << /Length1 1579 /Length2 8289 /Length3 0 /Length 9868 >> stream %!PS-AdobeFont-1.0: CMMI9 003.002 %%Title: CMMI9 %Version: 003.002 %%CreationDate: Mon Jul 13 16:17:00 2009 %%Creator: David M. Jones %Copyright: Copyright (c) 1997, 2009 American Mathematical Society %Copyright: (), with Reserved Font Name CMMI9. % This Font Software is licensed under the SIL Open Font License, Version 1.1. % This license is in the accompanying file OFL.txt, and is also % available with a FAQ at: http://scripts.sil.org/OFL. %%EndComments FontDirectory/CMMI9 known{/CMMI9 findfont dup/UniqueID known{dup /UniqueID get 5087384 eq exch/FontType get 1 eq and}{pop false}ifelse {save true}{false}ifelse}{false}ifelse 11 dict begin /FontType 1 def /FontMatrix [0.001 0 0 0.001 0 0 ]readonly def /FontName /OFCRDF+CMMI9 def /FontBBox {-29 -250 1075 750 }readonly def /PaintType 0 def /FontInfo 10 dict dup begin /version (003.002) readonly def /Notice (Copyright \050c\051 1997, 2009 American Mathematical Society \050\051, with Reserved Font Name CMMI9.) readonly def /FullName (CMMI9) readonly def /FamilyName (Computer Modern) readonly def /Weight (Medium) readonly def /ItalicAngle -14.04 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def /ascent 750 def end readonly def /Encoding 256 array 0 1 255 {1 index exch /.notdef put} for dup 67 /C put dup 83 /S put dup 11 /alpha put dup 98 /b put dup 99 /c put dup 15 /epsilon1 put dup 107 /k put dup 21 /lambda put dup 112 /p put dup 58 /period put dup 115 /s put dup 120 /x put dup 121 /y put readonly def currentdict end currentfile eexec oc;jAw-<X2-Τ^tE_SKF1F^jNBq{y4-Fgbԓ{"WB:rP ?dgS%|'ؓw&F7JNL9VRtbT5'm\N"K< wJv$tE;D4Vܢv{bG@dū)Nh]!*qĞLG~ʒ@͑\֬nx1ο?kxTʅB3K10$ٮs5l&2xƃXg6hgS\)F|&^^SM)),= SP5ݮL PA bfԩEO*ׂ4+dsMorۀ{02|Ų3e{|VKB?YiN?Nu4csWV^0?k=VQi!oi (Obw͋JҤ49$|i:HF=-rĠ2Qpk+ՠEŇe\Bes(FH *~AQٛynG9ʉX#\?ǮJ~U*[ỠWz\-5uk { "EmJ}[nI¡ݒt@ABKJC˸6{2!"d cC+2=B䇫@V'Ë`.dT RkpmF$eޅ<&W!sԄy3THPXp-ė)0lhI/2U_& }E7nܘ:Qo"Vuu&weWP>Xt 0Z!7VK8 GfRr˫.1ޑ _zjSh"JfsSg8ujjgEk>u@u?\zo-Knկ/FIST ׎XΠ7}_eu%?c&ּ^,&iyY@(4=] >y.W!LxX_gy98}.ҟQ(.9& q ? g#[:f%aCVvN +q.5DBKg-ՖblkA-`&a[&stanӞ4.c,yEXaR޷@vN8`~zbuo03:.Î;:I0|DFb-`|}Đ[B&*5GFhl-<\ Ƹc4Zg㲳ӪQz4e[,Xxgw~X22/$B- R-Qgv u,p N5iQHOcj׽ @29xradz:T$M^&|P>zo lsl]p @t9R:+_+:{tK=㋮ &`P]ܜ)1sr=m锂 +eCup: Z&)ù6+`Kfc#_-s+/J.{04zK:'jVef$cWǹgXcKWԨ58SyڕjgH $s/NN?):@qKcfc&,@k4N;__ iZh~@:uJqΏ:/+HF%h6߼HZ*] k>$fGrK$##<:إLAqd[hץx w`s-?w2_0 %حeGfL3D߄_TT*_$S/>9"#I|+QժmnE`wm Jx|7:%k{QCjQnmZFp:<Ԝ︁|6u_D<@pXk&Py67,udTIUצzJ'bfhCAf lHM ";]C5-ǖ1 =c$I_!/3ǠBG^Nu=Q;SkW?7LEmt:s}Nz VHak)ED3AZdFMz9de:cJUZ䚔d{Q ?9[1-^o)n37a=;2!:=6Ş "gIQa7-[E@^`/AKJI~?WALr{iahGiwmaYmvQnmE]qXjWyfbCNXY:K%EiIHJ΢ZU*e^?m#]9ʆӺ2=AUS> xfc}A&nss=Hql)-uWA@MKӅ, * pyjr2@ȟm KT.4rMD)6nxL{P EXG]ęZ`Ύ 8jLJ,ϐ(E&>f'3;å! FOI> Lpn)u`UWao34 !59h Q %>xJ2TLo:>C%[m6JFH[FBq oZ W֎81} <2I°Hqt]E%\d$˿%.%uSiSEׄ0u8KϦ_%)L8U@ի)Dv_&GDy+#y w6Qa&oz;Qd(~kG]9"Ch菏j8zQwxCW0q\&Hs\-XPD&@n$ѪVִ ( )x'l貂*>Ֆ?M ݂<9h059L䰩 RC*l=r&#aY0Uez}lb7tjI<Z@ӿ=O7]o~mx˘X/K1ڰFr'n:fɞ L߈ۗ#'Vk.Ĩ/ǚV.a|;cu(;ƀOKDm6z|5oYbCDEE<*6PbDL'm[@Owp߿ +viv88 Ǘ>K M(QާТ9\\Vd˛ϩ-<44v?zZm.䰰9od%5à L٧WDw{ Lw9.BV\C&2ᄝNX:Bi=v8lO#ʡI|႒@T@TŽV#R2#eb+yj+ϔq{LR${•'9Bکv2k[sV{OGzJܒF_HXL;_cm4+Q 0ٜqOM{k?FS Hסbjj`GxA VRLv0I0F>N"}P}-UOwȚ-ãߚ낌_LSRɡ< /" (2B}^1.;<ר]6ׇnE d֌t>S6k gTZ ۛ()TE8ȡDF),M[/l<}`#K˾& _#YTLdYp:ːWu4L A?mN l{qLk\p"L/C^8ksQ;}xyFmRi?߀|u\R҈,oyjy&帝f=^`|s2\bjލrIȮV;QϢA{%^~~/OQk;Zߋ,4XTj(IN@_hxf BV2cSQЄ>!L{G;lm~]UiQ5=a! R= P 6.2@2f!',$hEBE`H>YyRu{0˻_,+~$b6S?N]_ƺmwIFGte4w!NaYSͤ{t=699]>^&,p"u_&.a8V MTЉhtMC9`=Qogd9btEa\#*(ܚ&k8 EӆOVL$m˛l3]췉A_y r7{ $LkZapr B(,6z%Z hˌ*~yj-Ə&d_ r , חYxA,Oe>&92vVҵz7s *Ggmt~ TT å3rS]AhemY$yLk,Ym@D*K0UK5g{-;?m^nZW׽{1\; Nr@c97$ YMIhr.]8e`!$lOi]IVRo7M]`SZBJ1qeq3\-rISSWMgچ0 ִm}<ʘ‰}iAaNyRjȟyjP7 1L;i1~utN` 4r,9hHєVSۻc8N>/qa !K:rf!>ʙHnz;'ܸ4.Rl4=uN1ۂйt~ zD}YI}e1qLƨ Bh6mʜ].0_:r ~Kda-E;~Es+.m!m~ v_,sKi(M=yt@oZ7 3y'Et+ t L50Uz+x}1CBk2܏azPGxz{&Sָb'&dwt$cC[0H + 3 ё/kU^- 3i}ezv ȱFP|*!Zv[sd1rgջ͸okevUkbmkP _&}h;= }L-9^Mn߮TY1suD"LH4D5F8_R[i'!Q<  A71M*$65]㲷VxTɠǣGT.K\geRoQ]<^$uSC)\GGZޡ+Scj-Wz cVA Z%ba6,4fB/<|eGd8$kgOO.Zθ=lp˱ʽɝ}04dMgs CF`x%;l3͚WewdJTַ0bP4bOü% =O4&dl5<OeL@')_> stream %!PS-AdobeFont-1.0: CMMIB10 003.002 %%Title: CMMIB10 %Version: 003.002 %%CreationDate: Mon Jul 13 16:17:00 2009 %%Creator: David M. Jones %Copyright: Copyright (c) 1997, 2009 American Mathematical Society %Copyright: (), with Reserved Font Name CMMIB10. % This Font Software is licensed under the SIL Open Font License, Version 1.1. % This license is in the accompanying file OFL.txt, and is also % available with a FAQ at: http://scripts.sil.org/OFL. %%EndComments FontDirectory/CMMIB10 known{/CMMIB10 findfont dup/UniqueID known{dup /UniqueID get 5087392 eq exch/FontType get 1 eq and}{pop false}ifelse {save true}{false}ifelse}{false}ifelse 11 dict begin /FontType 1 def /FontMatrix [0.001 0 0 0.001 0 0 ]readonly def /FontName /CDCEVO+CMMIB10 def /FontBBox {-15 -250 1216 750 }readonly def /PaintType 0 def /FontInfo 8 dict dup begin /version (003.002) readonly def /Notice (Copyright \050c\051 1997, 2009 American Mathematical Society \050\051, with Reserved Font Name CMMIB10.) readonly def /FullName (CMMIB10) readonly def /FamilyName (Computer Modern) readonly def /Weight (Bold) readonly def /ItalicAngle -14.04 def /isFixedPitch false def /ascent 750 def end readonly def /Encoding 256 array 0 1 255 {1 index exch /.notdef put} for dup 87 /W put dup 120 /x put dup 121 /y put readonly def currentdict end currentfile eexec oc;jAw-24 WEvQC<3A2kX0k^|:ٴfb,|=sLu2KZ`3ndgRw@),q՜G<&h'. ΍883 ABAԾI$s@F25ڪ,i pK>6K` %E((bsPKyؙDED0jyauB V]r}3WBǡK{7IY~|8:pw9(oop:>J L?mL2J&Vx8ɩ`(ϝKDm^Y%.OGMEQ6_cތs|ei?Tܾ<<ڮ&uO03V3(~0Z%fTL:~Nj{L6+9^8_cOAa΂Ve.\0_V^sbqlْFM8YEBy@B:Aqng6’ g@s6Lo`3y͈9(r U:ߪy *L.+Ҹk/dI 9\JT[r6'CZLL|VOuN`Br_OABԷ4<,d!r8r3a*0WBq!>Cv,?!֎F9wJ'PyH5lfԖ hsm]-x P쬴1+(dQk#Ś+/궎#;s- )_j<"! a8fdj#ች&@H _ ]NnOr^/7;IF'nZtRԖ) ^AY/D#֧C.R>bV$m3R$$Zrd]~~X)cT=1>ml)EMOI6oךf)ffs(4EV8rhȚ\6h}3ymБci누%ԅTh7Z1c%aЌ]wH%`O -^.@̥5ĦJ&h+BI0dhoVPiORNXIňVBNnST8> qIac;ϻx$ObGA~n1!Wy:jvvߑFf~inD|xB̚|N27MR;n]wYF zU}֎oKQ@I G ρ{K_Ia($2M蔫Jh'қ(~6 BDw0|]D7>SDllV=5IS^O^z9o #mma1F(߭fvN@ 2'9Wˏ( H0$1X[?۹y[wj:#$ "=YoY~r~j X#2#Rn !hj~ʲa|ܓ_jieqh"OȍG~u^nqAAj=!;#b@iT7RR#{fXZK4X8铁j>w;V(*9ٷUNk"d4f hI0{yƒ~.N[ '@AՑ Fb&/"y,f $yft2,C _E)ÛCwy*,/@?c%;b^ˁ1Ff;[Y#Μ4HnO/"ǀՌ&^BlKafxxP}z?s]ոOr~ŰA̗h3[4c?&=D~' } '$9i\e}negVPŝZl%IgIhgN=P34yX9^I[ w.sƧm #=$L thw*ojFˡeإ7ZՓU*QyE͐59>3K-<)ߝ:ɬ 5NĐg)ܭmMÐYՁ .Puvql('ۅxpk\js^M/PznK|:zՃ!8My b4 d#[jQK9DŀԖy "m ߗ4 iЛl+S&MQBZ֗DhW,~+#=ȽeTuVNs"D%hep8z|[<ϙUZH?992UL0^r,hSYg֔["cNH w-  Ɖ>=Tg3^*YӅ'x!i6sŬZnu6)'q\ .s,WCJהBIc"nId įuwP %21~p͑fvXqfS-/Ci҆0ʜi$r7ԟ=F/ʀN<=/u9U=_>/g&f(#Rq2{5:!j??R#a‘8#3[F(xu1`\[]NK!F,<\)"! =3Z-ZB~'UԂxh GB>u!(},fkv3u4Y 紷zѹ"BI]]{|8 ~QvRLkR"ٚ+K9M7߽4eF]3)>gMh@ bA6xW9Idvojk%GŃZPQA~.V3U՛8aT Qfg "ghg6IȖ_!Z㹳agcx)Z]a;f8ZS}WIJבZS1(J7lAFq1#&<LPwx&ƫm2jf* N%p6wdL21K ۨ Μe:\с$y5} 1-MSrdQ☗FIZͅ.<_ƻ^G,lcCꋜ6o Q=Mnl]Dod pHNH:"唒gPFI v(QwS)3$Ԃߴ)]^Cn1 /a_賟EXpE,G/:Y"Khq.c+-يm'?ۘAWXxA_#MH{jҦw6ۃi2uRStk|`9{Gi+lTOvq81Ojr46VżsȇK]VQ҆}PB&E1{/KCTj_.,ʇ Cdl`LQn29h 7dw0COeJWa͉)6ވ[>$Y~i]({M9bnQ//Vyy3X8, x+וaVfMf^Ө x67%ea01EkB t!wř <1)uXU6l9ސ-'ޥϼqtc'*s(4MJv*0&Pn="g19hN[ *?Kq,,!༃ Ot6&ངx3Y?Jj_ ߛ[̕F =_QlSYt*\Cʳ'wOϥAъ:Z_æ̊jWzlk=r_!ң{Sl0Β7(/Spp=o$ͧ¯b2ۃ~HQYAx/1tejcj'WiF[qW-Pu9C*ި"Lz5^1>fE"=@W7>.e Wd7E0hZvKvjVao?j=Չ.IL^\e5݁DȺ>`Hɑ>֭Δ\@#T7;ȗFQGsMFJ92o?40O y=*' ;Ll4c~ވ}o2[S#nr4)/FL՗h uEK0&җ 3=KK3`²ox nWb 6/c$#jc&>b]NLȸ vܮ(p`d $'2ː*r<)cȁ4< 53B[_Lv-87}(2DR,5~Dϩ Yr(uKh/y_v~jNg({cE&5E/#-tN,֚c$?&Q: uȭUh|-l1`wNK(0E{0U D7IBA֜ғ/U;|RqpSlӍtGL(ނb:* 'Z½85GRdi`= pS0%@H? Ăh!9*v(2oqһҮ)o '}Z5Wf, E8;i8 mD}YK4r9tXpcd|Q+ F (kCա*aA4g/[ӄˉ!= RKU.'TϾ>"Y!O{zv;ۆa#T٠1oziyXdg?g0yW6Y)|.krh-3U>yky(~okN=r)1UU1b@`ͨAܘlMbEA5d$t TRzκ^p􎼇 ~s| 8FQ;`/w(?crO ׬)p{o1ɍ(ELXT"S AbeqFqk <١)apuSC$4 e.>@я5K=ȡW;kSUøvp[fJ9kAL#w3<5RHXN5Y^5Gi dj:iR#ACp.mvíI泱ɥ?eQWr^'';Ӷ7D.$O endstream endobj 798 0 obj << /Length1 1365 /Length2 7937 /Length3 0 /Length 9302 >> stream %!PS-AdobeFont-1.0: CMMIB7 003.002 %%Title: CMMIB7 %Version: 003.002 %%CreationDate: Mon Jul 13 16:17:00 2009 %%Creator: David M. Jones %Copyright: Copyright (c) 1997, 2009 American Mathematical Society %Copyright: (), with Reserved Font Name CMMIB7. % This Font Software is licensed under the SIL Open Font License, Version 1.1. % This license is in the accompanying file OFL.txt, and is also % available with a FAQ at: http://scripts.sil.org/OFL. %%EndComments FontDirectory/CMMIB7 known{/CMMIB7 findfont dup/UniqueID known{dup /UniqueID get 5087389 eq exch/FontType get 1 eq and}{pop false}ifelse {save true}{false}ifelse}{false}ifelse 11 dict begin /FontType 1 def /FontMatrix [0.001 0 0 0.001 0 0 ]readonly def /FontName /UMNNIQ+CMMIB7 def /FontBBox {-7 -250 1341 750 }readonly def /PaintType 0 def /FontInfo 8 dict dup begin /version (003.002) readonly def /Notice (Copyright \050c\051 1997, 2009 American Mathematical Society \050\051, with Reserved Font Name CMMIB7.) readonly def /FullName (CMMIB7) readonly def /FamilyName (Computer Modern) readonly def /Weight (Bold) readonly def /ItalicAngle -14.035 def /isFixedPitch false def /ascent 750 def end readonly def /Encoding 256 array 0 1 255 {1 index exch /.notdef put} for dup 87 /W put dup 120 /x put dup 121 /y put readonly def currentdict end currentfile eexec oc;jAw-=%W)-{ru)rAE(@{빴Q|_R ϤA -T@|q|VkJ%qu8PwGxŪ̆Q6K -U\%b"t-*xJ+ }3{Z2zݬT2s$Z&{BJ{.5?ge", F_zyCVmXӁ* Hax,\U8GOk-'asS1)sw520Xb |T!@=Gt2{Q`2v T9@ Sͪ-^:dA3~h 8~7ql kp1&}l}F4<~a-V`>`)FFB"!"ا*}϶.npp+4S~mn٘^b {̙e7rdO|5336jٯ)NT9 - b+).w,p˛߈P5y3`8JL kF<FZˌ+fѪ6(|e$3Fj&`-l#I{8{b2jJ#0m*%Sn]^TdΛQwFQRfiXYʜ1gꍾ ʮZ 3JmH7=j-q&ov6TM.D9#aY'ﺅ1ɱVzRB?H2cb,:}JqHozѷJv*xpKZ:]^HWFzEv`=A  KUn{DH㡏q9=ʯfuZC7lOΥ.BE%aFYTè7>kw8c8(Oւ変 wyLF6nUpE.7885G۝_S*9B .ZVc!fB C?_qbB2!2Y͆_]qr)h6>\jugI6!-A/0yt{!-e*U0⚙vPʉX*x9khYW8{EMU5enQP*WMw ]N|A5x"Fyo.Vvv8zqwC[ ˛~Gdk͘|_^z12ˇ+ 'Cz6Ɣ^ȍOlX)!ک̨}*44(nh__Ri6NgSZȬXB pac>>KCū6p-2b|e=3z7ˡoЋ)I>XWKe*Gd`P?N򼖽afѫsLZ@ρFڮ;@җ^IA z(xim /!o7;Cc#^497TbzV'fʒ9-*p7n$ #% `σGٕd` !Ѕ}Hus""Ɏt ]wjwLX(.ו\Ū_а~% 3viQhךGgn&9u2/ݣL *Pyt'IVC9](1 j@ڏǚ{Q(&G.wږ$y-: s#Yժx5y6rn%Cr^7XnPCc|k߮e6o&fHallW7YM*?lcp?_u;wo @f90ly@1{ꛭUEt:7vԅisbFE %z̸0U8e .Mm(6v%[b;OX:sm剽юGI%<ŸMXt U1GcphelzHnofTٮTls%$qZt*",aNZFt]}MG͂itXM^& Zb 8A#R*`KVKL{R(K&Fq|+m _--S-RlEn" NkOzJ+K!; ($Q kGZ@)sk'h']o;|O1}euc_.."x%1IF%k$ъ|ϴ|K?n+'%&$)0OǦ0VMbˠxu֗mvj$$gu1˭j:<#a'ȷ:&3wʙEڧOX /Ye) J"7Kw`tBLG;lMO2 F? ! Aӵ~f e+wKli5>2Ϡ>b2nmFҏ<Ȃoq+ƅx\3ŵ".L%9W +1;+̌'A?$'?D CTNj-S{5bQu1K VjP6f6vB51?of]Lv>Aݧ<ގy &|vL)k""aŶX]`N$«p4\@2RĀ sB^V0N? y%\| Z'-6\QbqfÕ h|vʊD^Di.~|cBu26C5x!BP?-}%|o,ů~) uwR$X 3X<35yjgF/[x)J' C/( D F`Ɲʑ -*#ϝ-w)2Af@A?z6W?Lߪ)xFRftAbھ?st]~;4 E Nb&uIc;e4L&א!QCMX9p8oY7*4~c9m Ae8wDDg@B!A4\dRҬaѧ`R"p)nG۔(JyA017ͶbM x=YwG}X[5L,z#|?jvxx[2i4i<N*<>-K< ڍﴸ]9\P\[[;2ɾ-K&iSV.'YGm2 p@1JfJ]F>'h&wY)MaUZV/êkEw6La>x2p<=u3rr干ك]/y~o) kcXn3Cԍip^vR2=_>AutqW@7 5$]07+bFA;:w4p,`!ϣAωYE{k{ջEƶeËG檄o'ŽEZ\x[ q\TW?r6~wo+\bA(]uki8O'ha>ڳF+Wsk'ChQsL@݉W<"w$4wjA:dY|cD[q;GL NwyУz.!]Zzb:?MWp.%xw9iMJzy!2ΜCʝ__LYjSL?1fZ{NoĥX̝/;ǁm[\h*j%)_5l) oT[ dF =T \BC2Kǰs:Dqq3;$k&g&q~@KiеP40<~RruM]EJpT>Ţ6=7}JVAN62 eJH WdMxWZl5t( 129xg c0J)5XpQf@2.3v,f0,RPVa4}(D:P/`u0,NK=!s';񰵑`_{Sk*tC>B uځ.gȎ4ݻ}g>gVբ0ۨww[RXz5Euf{ٛpHۤ.Yp[ȝqEt"#F=\HNa*r6rE!^,#5BV.{u liP_Q6;AWϏz}oX= #7Q(N]8,[yHDr@i?,T!0`/?i|B?}K&:wu$F~< 䦽e꛲8K,Rvr|_?K z?`_2N cp,"Zػp"G;zm2QY?qB c qt% 6NJa^m_ImZNi],J 0pbEnP"e6?uz֘7w`<;rM+ G;Hfj7;S(C }/PUMqK߀OG3YaaP[ص9ppmAvN,HhaOO|Z--2]_7ԑ׭HHg`̌ K(ׯEá~n{s1I(xrL ( t0T;_OL)Idʥf- f)7ASڒ}m2ym2͏+AM-bϔwѺ$3E7'KK1[Jב*2:=NH\1)RҦ!|e,d4%-?Vl'.]JL Cp;叩s;MLvz5´Q6De#P?!5B6}b%DkE2;;8"؜h4tyE aMO^ʡw4U%KiY^~TeRUՄA rqz^ŜwOQF"(!% ڳa&x$Enމo>G*vv2T6=>m&I l#}#,hFH^bY)w-bm!xMᑘw,ǮcvS&~ʝdLQ3=zIq'Qؼ dWSXrMV*վb5ȯ[sf ^œBl1. ? @!F[ -קH8zXYP 8վAmJs@cE),Jvk_u#,GV|"z$].E4a`S9as f1iyq%Xi漜X SB^q6ɨJv*޶Dy-f'r.KdlN{ aO$cE9çu+xͥJ(6Ams3P[V6tR0;@#iսƍQ-y+ eUAoq%0¦s:gŸb6y}\! ~CydE~È1DL_:r91)oH?C'OU.&ê*Y\mY0#W[1 P&vB\Ff&ma̝ u ?G Or EG27GMӑAһ?Fo Ĺķ(_U  ~B V6]ac "Z)\2W}~%pK-;3s2QcS_ke2Gt~a ![If˥Ͼ0weZLBW$T'6kja.8HaRqҥLPTb[P&wrnR}}Ͱpʮf 0Ak%am? ^9%s=jzVxjG*HVעtv]rC).8;n`Ƞh'mI<Cmxk~)?@VKHXւmITXEGZEnaG" p<РK1lB,MSV sqV葸e*i4׭.ЧةXYl#6u6ˌeQFXˈ6f(QHOΒ c / IVKy0`bf Qh[SO*.|-)΃' À൥QHmA+׼h6b7<,y޸,MIg 誮n(WKF#uplq"MM4Y88p]s?{%PrlGXTɀblU-Dіtc}W歫ȡʱ2ݧ S&D +[ݙm7RT8҅47{3Ƽf 2a Q.f-G'-0 i)#u(e ̗bŹZZ(ɝkװ_9!#G.;Ua.؃Y]7{LUçr[͢98:oBxl]glOqwr-Ӣc&%AiaQI?0AE +_ͽy0#7OE>E(K4- P+HTѶrK&|OE"N~Ng; endstream endobj 800 0 obj << /Length1 1657 /Length2 11410 /Length3 0 /Length 13067 >> stream %!PS-AdobeFont-1.0: CMR10 003.002 %%Title: CMR10 %Version: 003.002 %%CreationDate: Mon Jul 13 16:17:00 2009 %%Creator: David M. Jones %Copyright: Copyright (c) 1997, 2009 American Mathematical Society %Copyright: (), with Reserved Font Name CMR10. % This Font Software is licensed under the SIL Open Font License, Version 1.1. % This license is in the accompanying file OFL.txt, and is also % available with a FAQ at: http://scripts.sil.org/OFL. %%EndComments FontDirectory/CMR10 known{/CMR10 findfont dup/UniqueID known{dup /UniqueID get 5000793 eq exch/FontType get 1 eq and}{pop false}ifelse {save true}{false}ifelse}{false}ifelse 11 dict begin /FontType 1 def /FontMatrix [0.001 0 0 0.001 0 0 ]readonly def /FontName /HSAZIF+CMR10 def /FontBBox {-40 -250 1009 750 }readonly def /PaintType 0 def /FontInfo 9 dict dup begin /version (003.002) readonly def /Notice (Copyright \050c\051 1997, 2009 American Mathematical Society \050\051, with Reserved Font Name CMR10.) readonly def /FullName (CMR10) readonly def /FamilyName (Computer Modern) readonly def /Weight (Medium) readonly def /ItalicAngle 0 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def end readonly def /Encoding 256 array 0 1 255 {1 index exch /.notdef put} for dup 97 /a put dup 56 /eight put dup 61 /equal put dup 53 /five put dup 103 /g put dup 105 /i put dup 109 /m put dup 110 /n put dup 49 /one put dup 40 /parenleft put dup 41 /parenright put dup 43 /plus put dup 114 /r put dup 59 /semicolon put dup 51 /three put dup 50 /two put dup 120 /x put dup 48 /zero put readonly def currentdict end currentfile eexec oc;jAw-=%W)-{ru)rAE(@{빴Q|_R ϤA -T@|q|VkJ%qu8PwGxŪ̆Q6K -U\%b"t-*xJ+ }3{Z2zݬT2s$Z&{BJ{x< ,-.2iRnñvپ1䠕 '䓱_r"O_t3kefBݼVfj9ҳ Yh뀸{q-ɷ}W??gw1*Eh[:tWeI,v8a<{B100Z85|}Nlw]6Nbh3E`(Eޏ'Q;eԃ/.DyL5$4IG׮Ɋ\yj9.VU5Q!-赁B9dB^oVwBɎT7RsOGA b#TBv!mWT=w,ID%'MK<|]D@2O( ݎ%#_ɷVBST#z!${l\4ĸ ;5l&!〚=(fUwAeB#30>H 'L+֓jz@=s\<=\Y$D?U 6xGQnǫi%֔! L2[)!fXc<'ȲRP3E!-:'AJ.IJCJJt&{76 #VH/Fgw"F5wS$|oQ<Η `~<10|;,zɴ% oߠx0sW1Fx gmxVyѝ"]#z~pv Ũ.rB9$nYCC1td@#8kNԋK;ԓlF( ،N;d*<Ʀs9ZQ@It%[)7&hn Y'a¶T'Xrߙ/n_nJL (@ К N{KF^kbn~`L]aU{vLܺ41$rmAsnZ*=sob@{y !CC{c.WZ0n bpgsPd$-\ԛ&L27JBs/g(xQ,t>[8͓GsŸ:R$9]6&my)ivjWLRB^RBalx_Y:5M/j١!}`D&WȪQX$HߧtI .Y@nr_n܁ OtAN-L n?_^_g~Ə;`KB6eĶ >lQp)/;S' ^:tJj@xE(0G;κQqǔkT'; ÃDHjsrxܖ .>֯kl;&#<ښe)fFz`Ƿ?Ic@SH&<evn8F\V3aA!yy:+c!xbM։/f}3ߖ˦"G'fMsXWU}Yĵ^ %j!HOH͎_;臲Jv]# $'Ch?5u-G:zHZ\%Uv z^By%NT⸶3=X?mJ-3iH@ܐfσkR.v'm.'SDly7 YCm^Gu5_G1t/ 41n_D>}p+fg9h$]@M`^ҹGK;5wIrqA3fAYiuYrD:dR At -,)aɺh9[ԧuS9KTKaX$wgɓO[xqǃyI(j5LIc}|h$zDUwY+Z:ϤŜ1le`u@|܈贚^6/y`a [Ί`ҾEwa ziLa}jʰ@}xWns0n*{l?Zz>8p-L&ȣK`> `%`ݿs?v˻^\*QNbf+ۼބo" ٧U zgga䎐uFљ<Xyݸ*g4?X2]4H͢^qLeoU~ 7>)ƤHnA7"{DRj)ע~eVDJ|X}ѧCrTA fP};"ӼK#ΑTF\^ԓ ; |R D\Ă Hu6QИ'Q3b;x#3S:jb%tJ/>ʡOrVށx]>)]l5o[F;,N&'i\NQIH?T:@FN SX0<)hW4fFDh.سT)^S-nw}, ZNEC Y Rez3\ tY5`F~_xU|'XLJG@U6I \>:V_>զ9*I0}ӵ\"{3UzuFf٤Pߨ)E8Uw)gq:dj#hq so -@ KG7"|QЇ Zzs|}LմS:fmA3S 2=[dؓJ\ܳc|tj1ƛArѮJv,K| ϕVސ Q[>nUӯGn=ZPrHbv[oxZeB.Eg?`*4lg%'H-T)ߘJOfP2"AUkIpu`s50MgXePM*ظ#fa\RNRUMDYIZElDKD34򭈞J># oVV5"ѯZ(Qj =:o$E3"pt5nux*9V:g2o$q6n G]jZG0 fTϝ̖\ua2ՌK!%)m^.rؓt4[V!ug? y`G{F`MB8O'87d}dfLoH3QI˟ҵ)Zʭ/GlyStĞ+z(&ΨP[SW E?g&KXh%|[-bIiڡ ǹlzR9xr ;-sr Խ^'-FdVNжnnrx6Z@ZTWMA [X+cqA([Z!/qtt׺~wO- ˊB#{z{TTC5&>Qh ;);eD@*ܦ%=Tfs%k~ [ps!c y?+}^x5T{_;Ϫft|)yDqYLsaD j4XdeZoKZ7ð#-T@FQ%WPnG1'969ǂ5NP_LvU|J_E̛4DۑlSAsh1*ht q%7R0su`$T8_MD4h(w2iGp&y?UkzF)! {u 22|k\uC+xUC}Kl&Q2FX/r!j.6yc7R }SNQl[GTLjӪgM|h⣵,H#Gǯ!$.kC*hR63&V~Yd8[W ^Cg#9ٗ1 p⡚C4xuﭪ-ݝW?yPKp9\A×v3$Lx S&aܽNBꍪ+9Jm6 ڟ$wZq'[XPLOƁ]/΀i@>9ݓy.Ӫo>Tϯ?֎Yojf S"X}Eq`{_ULm~ xPG| [<. խl7h( >l29B[;5V-d8魄,|Rr^ъh2w:& V{\w"I]?66i72؁]S@^r03:P!yANͬMJRSQE)(^b <vuDڧV.,QG'^w{B)IGk7 C|"w+Eh-ia͓~JCUXR.Z>lvT_l8[p L>5- z'Q$Jd[U"/D1M'emٱ mMcŽW۶|4: Q Uv!)K@oFvoa475"=WC- iI\Xf#קNJ7$٘':۟mΚR"O[ůX AlOÏA*shmMǛ๽놯<7 hV7<`v^`1#-`3 "[p[K.`Efcx8NaNrЧ>Ϙ}*SP E-L 5/3 hk"0sO#jLNFEP׿ l y+uk I% 1⻔umVA 3eP',y:6*j[U#]"9-xU ЈW' lSMT\tMZA$3:Є-ߐ,1vX@)iKPLx|•i4xK:.OM97.!WU3pyk. Z Wf!adԾy06u BtFaȔ_ۻ)0qC[JT?ވ9.ŏ)'nzNH!tMGzO_-{/`.yEO+CK?Wv;?#@ӹgW90Y<"QU6QG{`OP C1lL(?z*= HKZTʷMrj7a!o b5Iv]rFG@LN:~hl%܎y:+IG1RW34Y#)@l<LbJwoe0YzM/ a;ő"_oN>DQrGy+f t{909Ɠ&X%76 DQ|Caڝr!OVVwk[`!;;cdQ㚍W~]4o2-UI#|H20B(q>t 4hВ'EҁD?(Ci rƕ1".h ~o[K]?B_I*ъa ,j8-T_ >vLG}Qp"V)M&gdt7Gp>eό#\e>3J \群6Uu@v^GYbzh!kQ_ TaCƼ?ʫu *Ck1 l;ETG?UF"FdY,u;a/Y)+I6!nΗmGɱ OfE-05-k'8eӌ^Ryg des f4 <$^]n}sKFk; -BZvۏYXJNY-#tclL%DCh l( ^*-~lҀkmL]0S4}o$n4[W0o_2A"uVBz- &F(ӍV c;7 FnXT^Ӗ?eG; endstream endobj 802 0 obj << /Length1 1375 /Length2 6042 /Length3 0 /Length 7417 >> stream %!PS-AdobeFont-1.0: CMR7 003.002 %%Title: CMR7 %Version: 003.002 %%CreationDate: Mon Jul 13 16:17:00 2009 %%Creator: David M. Jones %Copyright: Copyright (c) 1997, 2009 American Mathematical Society %Copyright: (), with Reserved Font Name CMR7. % This Font Software is licensed under the SIL Open Font License, Version 1.1. % This license is in the accompanying file OFL.txt, and is also % available with a FAQ at: http://scripts.sil.org/OFL. %%EndComments FontDirectory/CMR7 known{/CMR7 findfont dup/UniqueID known{dup /UniqueID get 5000790 eq exch/FontType get 1 eq and}{pop false}ifelse {save true}{false}ifelse}{false}ifelse 11 dict begin /FontType 1 def /FontMatrix [0.001 0 0 0.001 0 0 ]readonly def /FontName /EVFLBD+CMR7 def /FontBBox {-27 -250 1122 750 }readonly def /PaintType 0 def /FontInfo 9 dict dup begin /version (003.002) readonly def /Notice (Copyright \050c\051 1997, 2009 American Mathematical Society \050\051, with Reserved Font Name CMR7.) readonly def /FullName (CMR7) readonly def /FamilyName (Computer Modern) readonly def /Weight (Medium) readonly def /ItalicAngle 0 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def end readonly def /Encoding 256 array 0 1 255 {1 index exch /.notdef put} for dup 61 /equal put dup 49 /one put readonly def currentdict end currentfile eexec oc;jAw-=%W)-{ru)rAE(@{빴Q|_R ϤA -T@|q|VkJ%qu8PwGxŪ̆Q6K -U\%b"t-*xJ+ }3{Z2zݬT2s$Z&{BJ{ޣ\u3]G~ 7G!/ Q FM~f/m*i("!i K5> ţ d,J^,]^ z* +khjOwq k&,_?Ɉc"n?W)Ջ kÖ投`Z/S *?c|Wgoʮbi8hesQiɺ4)FvP Vؐpik`j`EU)oW jBNfPTa_$ uDd3QBZSfyu4 螨x঺N<1Xk7I>%} 'T)~$I%qPI#-MVxkx@޼ۜZJ6h=hAڰ:#obv0e\¡0cPBz{f=d1G'{1@dD~yXrDOZE.ϐ=(%^/2V)(mfR20`މTLm/QL zKMmͥ +^vA oEGxvXIxAW>xCª5!w^ ĥv(4,-eӻ?/R?Dqeq-xE $ܘ*3oᮘY+0{+N.>ψ'=IJ f]̇C"spn21 {3=Ej4ZN2 K~*w?#9; A)Py 7}^muF2x~m64&G?r\|6L)ew¦ØB+rBc۞3v !:0{uL âAj}{q3W^B'(Yhn0WRS?u Zin=ٽڠǘ){s=m\ul^GhN@(s x6bM'*'6?nA{,1{E.RxmN4k(wl30M\Er pty o> {a_S [D.tIEӽ ]fVՓj7Va_a"-{#- :bO[)HAXE뻔Ug2zOqq" rI~$>s0Y@Ȩ5{I>y炲oCA2=B?"R g_,~q.E| noϗT6;i?Xb4}teL1~&LdZ}2W.4.^%*D|Z?7W1 * DD?P_toKL'c ߇mS>-#| ;[R1ڢ` @@onh.VF+w3ݟ)RX#9sz4X"#bwL{cFNj'ƌQԑt2Tn~. |_ߐk(Fm n8*Y3".g~3SBج!͗s8 +݆ iD7D#oEMP00pn̋E\ٮ+7_ QzRĉ iDoB=|n$2bVÛWRu^]72# x7SE5OU:?oq W\qPt<hR,v7EbZ5=>Û֜#hSRA>2O?l"q(DOuk4_}Ǟ# `N0N_CB<=gKO1/a!!ԓ(`J˭9.R˨y1jlnL`f~ͪuJjwD19K^W7L(ҿkH8rC/_! 1gg` bu VdoT_E$ LZCbΏ)#ue*<m}}<Z1]7n=6c~#`oM`IGCcIR(f 1?>+YKCZ%s)pxHODRhL⩩? F,@۷l-%xWuLT7a5 b=oюca rPYqf3UeQ6ju! tYL,#Ev8?@<m?ĸӿY7^U0M`X,oz N]CSpbӿ\{2,1ߣT&JRCu& /D#eΓ|}J-ozOYTC]i/ K^QaCi{;ᤩ`; @WCk2YHG$JԓO>K+ +F. %KWWZ ucQRT1 >r튌;FG֧':ũdXn|I]ͨxq/1siN$bppa5DC$6lg*4/*$Mmd$$0el7aa (w3\\XAȿ4`]|v21) d6.7FkC/1J5deGñqvTߞN|@\%eC_>$X8cB'f{ nQZNr Rn}R1Bz _Мך-Ekjmnk"5j/2~bE9#FmY۩~|NDpTT6Z%H ctjz3\ */09R[Ƣ3/c4֪K^ 3b%B@$Md$8(sPWcY:2N&q4$ VYvHS Gr +?6>s{&@ Xz #xHH+D%vZ~WO?V33N FӁ9 [" "rme{3L7gdzR`QK8\ڕf0h <8 y 9\PD^1L1̄\$CFblMQz.Iۯ8fv -%ڞOBTVHY+pJ}S ɲmpJ3Yas ݟ*SQYLBP_[HWBQgf `~[x/yp vi >zxup^ľ@#uw<4b,m*}p…N{fE@fNg.`d"ŵr sr45S-U_x`F#忐{[R7{km7oK A 'иo7ՐޛH!Zzښ$3\H93]EDŽW2`aM&e5u홅IIiֿ?l^%S X*#}=0PǎXvWS*Yt}%\d4Le#R PV4)NjM;8Ub]'K=1j IeZdƼW6.&,Vo;ED֠ w:R'C]H;mYeR2 W WvL/NYrAE$둒 AT>{xmxD遢IPfAI endstream endobj 804 0 obj << /Length1 1494 /Length2 7477 /Length3 0 /Length 8971 >> stream %!PS-AdobeFont-1.0: CMR9 003.002 %%Title: CMR9 %Version: 003.002 %%CreationDate: Mon Jul 13 16:17:00 2009 %%Creator: David M. Jones %Copyright: Copyright (c) 1997, 2009 American Mathematical Society %Copyright: (), with Reserved Font Name CMR9. % This Font Software is licensed under the SIL Open Font License, Version 1.1. % This license is in the accompanying file OFL.txt, and is also % available with a FAQ at: http://scripts.sil.org/OFL. %%EndComments FontDirectory/CMR9 known{/CMR9 findfont dup/UniqueID known{dup /UniqueID get 5000792 eq exch/FontType get 1 eq and}{pop false}ifelse {save true}{false}ifelse}{false}ifelse 11 dict begin /FontType 1 def /FontMatrix [0.001 0 0 0.001 0 0 ]readonly def /FontName /BCPUGK+CMR9 def /FontBBox {-39 -250 1036 750 }readonly def /PaintType 0 def /FontInfo 9 dict dup begin /version (003.002) readonly def /Notice (Copyright \050c\051 1997, 2009 American Mathematical Society \050\051, with Reserved Font Name CMR9.) readonly def /FullName (CMR9) readonly def /FamilyName (Computer Modern) readonly def /Weight (Medium) readonly def /ItalicAngle 0 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def end readonly def /Encoding 256 array 0 1 255 {1 index exch /.notdef put} for dup 56 /eight put dup 61 /equal put dup 53 /five put dup 52 /four put dup 49 /one put dup 55 /seven put dup 54 /six put dup 50 /two put dup 48 /zero put readonly def currentdict end currentfile eexec oc;jAw-=%W)-{ru)rAE(@{빴Q|_R ϤA -T@|q|VkJ%qu8PwGxŪ̆Q6K -U\%b"t-*xJ+ }3{Z2zݬT2s$Z&{BJ{x< ,-.2iRnñvپ1䠕 '䓱_r"O_t3kefBݼVfj9ҳ 7! wX: 3Jwͤ푘IKjfWI.kvCW_5gWZWO~]!K"x؉ruJԥ?F6Jq>B^f'<2bSz>/kaɾP"jt}[#[p__ @Y!ɹsu~/8MeC2+{x$*|܆k)D 3CҊUDw/Õъ7uS2v΁ ~ytKd"f!Zυ?.ǥTmBlHEU[ZF`Qy)`gdeFIrU-J~xg4KX { 7$O@M?\(L⩎z%KNJ`ī}W6ĠAP6N錛"7`ܓuN SX@*i,xIۜ*O/" t1;$l% p#B+}ڀ'ƱRS^P˵aF(~#ۿB(I&@}-:{yA$m:'}ӧj^\ĺ>segz!,ܵ/u-9u}eIypӶs$dNQ/9<` _`m;4uacxr!LB Cu"KDPoѼczضgӅj=>1Im9!`Z&USYQoeȲ ׿ 0G> ?:. Ndơ]U5=:-z6g&QZI[)( Q ^6GB϶)Cflg=У p#E뎶o%iiT8v,%&{6"I"Pu>Ul Ҧn}㪣ujyH^^?"8AÆKh_Wq(Wi4s_޾"/b,zVgl8_GjjxCFTģW"1v&V@}B8Wt9fggs Km }x[!.ZCgA۬<9vD(dh9,oK4Ѐ?Xe^E>miQ>L |(2>!*'%芡N 7Ԣp> Wr1 N{L:+>+͖:U)h|NS&V<C.ꬼVݦmwҧG06RY H&9g>1iWI?ƗųȦ2•Y;yӂgo٧ji]WQy_6K1_@H{`xx _gg\It5m%e|0/3Tizwq}ʖNIAeG ='XC8o]?ew(m*>[G9贰c.b7Eم}S(EJ~DRbx `bn* GoB)7!SԦ`o ?9h{Fk9B L1yo(QG$0װ]3#,OJ8|~"Oog(ĻxCg픻4}Pe &ol0' %Y>VNo؋lj=;xĭ3)!GtfJ](2{)ir18/dYY1AgqHus'3;퐑˞RNt(n> " O`AoxbE ҚO(JݸtGhacb-iwS9϶](?##ͬ7ۆDh,,#X=@c 4?q>!7'CR :p\(rGVIʵh3̓1_ տӄQsbv tü$>y=-|犬DHB//gm?SFOEn7UߎUfݢ׼Exmþ_DRan*=vߕ2teX|uj 5Θ*{txbl&V֥ !Qz>!)x[5&\#@ag$5$h;mUx)|Rpf *YF˕Hs- *=,$4zkbkv?JTEz0X_gS"TݿEԓfY S`9ڳs pc<ʨ?Dс] BG?8""t9ES)Bx:oafD&_<( 7NL'%_1T69ypF>\'Cx~LN)VޔO0"A \ũwyzN"3+aYI"" [Uw4Gׇ(ឳد4drچڨa*R+d,wVm~A)|Iy@ A%0nje<3D]=KԪZ})Bi#ycJ&kusgWE[Rw;)TFY߁΃0u, LTˎ!l6p(RJ&4ҧ·zD(8eWEO (bHN9I2qM"Jp߳ȉLx91( j{x^P@XgS*HXbe&hZ_OVQ#J;Ĭ3q6KXQf M<PdhJ iJ@YoJ fڃAyuVi#84&D:dO&FB+0M\5bDl[Wj>Ju(RܨЗŇM;UFߵػ6ct(Qm})mh i1rn)Qشξw/{I3;4gs,dQs k_S+y>{DK3-z'C,b!HfYLA~q0.f2nco,g5r#|m05oJpHCou{ P1} i&T k!kZeni08amql!2ŧYs}ELDGS*)@N85)C,wҚ4=6"Mzt]AJ)]Lr*InC^Q!IQVZc2ՐU;BFbFկ8nXIAL ^*‚o.\SYIuyXs? 1Џ:GdqN$JgnLs{BqY]jfYBr뎊i5pSCq: 99xec]R{zC?yOS.+T#`J**Or: 1-Ga"FXb2OF+< PpT)Y(aVK Zѡ̍@ݾO:r^:M9s q@*DY_<Ib>Ce[@Ч]%Ȁ#K7Rjk2A>&^Rz=f)gjAݓ'xbBPd<^Ҏ,!ávm J!*5ҋ.5(K>++4y@B[Y -`͑!-|RVMr6 d$jwe(%.`. t `n1h nzeR#nmOنwwOu*NkxcV9Hq82ɤ3՛.S+@&\]bWߡ!Nޥpa0fln ED pCr:Q=̝W8{mCUط;Qtߪjƚ|YQ4C<ZeoDs8HMH3jﻭ|p8=q?Ҽ=EEe>6K}f2wa]a>>jFɷ s V5ˤ;.qOQ":b1?oںWʪARWAh 2xx'cEzWTq;lR $;(hP3-(+Z[7Sdۨh_M!Bn~}0WGc29:# U%u-px) C׋iQϔ MWzߟz jgg F?CsĻvh62;^E8)h6\p@7PF|QmDhBkXV'PmYܳWBr~ɩa1G WS-QӅHʧ(ƛl{"%Us%g̥7 x"v(Xc/Vf?HS@I586-p|lo0 %T\[T0 )!Efy䑜Kܶ8g:0vW{Bf>D ( }ᨶ皻Y=VZY#Ai _bcZ l*;y~3dy${pwffc-_?잸19v 7gpHNuZh( ͉KBb>F´ZQTuD(G K$dGѻ Q=$WP<\%_a_nej D5"2HGI#\$WaPl)^vK\jS !"T׋ `ЎV|ppAK|p`l~Ć>+Ӕs~IBAk][0 ŗqtvou¸pw=ak'o߼9IVndldӉ%e )gI7NiB@B-NK*9r*QG VB->e%xaǥabVm1%'1 endstream endobj 806 0 obj << /Length1 1418 /Length2 6384 /Length3 0 /Length 7802 >> stream %!PS-AdobeFont-1.0: CMSY10 003.002 %%Title: CMSY10 %Version: 003.002 %%CreationDate: Mon Jul 13 16:17:00 2009 %%Creator: David M. Jones %Copyright: Copyright (c) 1997, 2009 American Mathematical Society %Copyright: (), with Reserved Font Name CMSY10. % This Font Software is licensed under the SIL Open Font License, Version 1.1. % This license is in the accompanying file OFL.txt, and is also % available with a FAQ at: http://scripts.sil.org/OFL. %%EndComments FontDirectory/CMSY10 known{/CMSY10 findfont dup/UniqueID known{dup /UniqueID get 5096651 eq exch/FontType get 1 eq and}{pop false}ifelse {save true}{false}ifelse}{false}ifelse 11 dict begin /FontType 1 def /FontMatrix [0.001 0 0 0.001 0 0 ]readonly def /FontName /BVKMJV+CMSY10 def /FontBBox {-29 -960 1116 775 }readonly def /PaintType 0 def /FontInfo 9 dict dup begin /version (003.002) readonly def /Notice (Copyright \050c\051 1997, 2009 American Mathematical Society \050\051, with Reserved Font Name CMSY10.) readonly def /FullName (CMSY10) readonly def /FamilyName (Computer Modern) readonly def /Weight (Medium) readonly def /ItalicAngle -14.04 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def end readonly def /Encoding 256 array 0 1 255 {1 index exch /.notdef put} for dup 76 /L put dup 32 /arrowleft put dup 2 /multiply put readonly def currentdict end currentfile eexec oc;jAw-ᾉYň5t&נ{hLGqB`d˗Pة|*x\ޖHtEB-gedog7Q`[['W73sZ9 m !tAY!$tY\r[uTIUiBy[Ȝŗ3Kï6zJ!˒Js&B5C"m&`7Ӣƻ3ugNC O~̶uo5=_T/ h,$B%dʘ3l MoYLڶ~3^`12]=l8B6PlpfW< %PIN!ju#,.iXnȼ‡o$ҁXꑷI5V*E6tKo_)RPG;Z@9"V3TTLN Y:Akڬ6̠==80~DQ Q^br/2^KZh`N'Jt4iBYҁ7ޟBU_~\fXAZl_ZƎý'xHbG:"l5CU[aLrf 1[;4p^NpqBD '؅93M&9{ VD 8 aе2n.hf l?K[$Gp/JzcF8vP3/XO6yAo~]WqDMY4ߧY̢XPEL2_2 oH{ 1x'u|o WNRE홹&lF\LRh1Fb}+l C] (vfo+fM}l?c*ވ"^R]miKOҎ!I ӲR_tW;u@(#t*̧ U{|Q}a3Fl8xtHWA­;!V CVov?³;=>,㧫\"RvRCإQDh @_,˜kbflAIP^wٚdIHzk(c3xɁSUPIf{KΩs Y/v[L%O@HdjyTõVmqgC9zTC/t~Řo*9rIojUKxj. ,+b1ֲ IlDLQZ3P-no'$F zg!Ј*oj-Nͥͭo8KwQgݍp*1^.֊ LV~m la ]%."`_QipŎs5y.Xͮ)Td1Kk̊jn0zGqaWQ%zJX3tIy0ľ.#[#D#EԂppF*ޘvrOdn7n f9*X:>Ǽ:*Lf͍9&aj;+{0 )AgðK*XKV'zZA) n TÙLJ^Di[:s<ܸ2!U|#5VfUqP}|=G5O|Ps9}* +gpA,,=|j25Cɂ7 ./Fɹ0tRẊ."we hPempJo@▁_A3QBV~$9Ej= ]? {w_53Fgӿ4BAq41Pf ,Sş6r[v` xG$.} ̔ϾF͙c=f!*˽./wĉR8(@ًz c@N&Imݣ>X!me@lW"VCH8kՑŨj]n3X>Jz?D=Nbn {qbY(>"8*苾ky3o H Dw] d{EʥËw.$Vhtzk$kk$]4cfCW@3plQQ晉b/pTqF8_AnQmK{&z;<տm[i7뜣'*qXTnt<Ռk/?2m)fy#(`%{!Q/0&sxfB+rE[tgOKQ$$=ל?d@3c)]3%*M}H饞;Cdrp1jFcstG'C\p))_)( MM qv&C3NLZswTPu{sϰP+-UFUP"KΆ+Ye7?0(idL;gk9(YI-l`;`AH:YHb1H{wR^Yњ, $FԖHDV?pyїP%F=BGKPh~N[I_ꈀCTzf <Ӗ`4|mE1J'$`}R \N2kfaouJ73vKW{M3?׏M]:W;vX;B X.PI;?!T . sU]䮃=X 5rMt>y=*bC~^ tArl'Ŧ\؟L냡P&7ttuGz;Kg4э;u)";SvC~?J/F"6U.0>+KQӄ0"ӫ=sxoJ]ת!w6O.}t5V˩+7Us֩yēTC5GrgU5$&|~G8 Mv(jt Ϣn]]QWOؑm. R[ИoNng IF:?tؐSUOcj2Cm[O7>kWkX' #t'Xd9+E7Nd8{]m/ ׎dvYYwop!EP7F?ojP9"gBP;B^QO3*B 3un$I_Oe` $`}-9Q/ĥMe?Ұh]b _2<͖+tª[ϜJO@%MI tv\/bMVF05+kI2W9>f} Ķ3tj|" [LhY)o57k#%H\,x|ssxH͆|;` v%گT[c]e"GUj߫ytvx:udQuZy_Td"b+O]lx'6w6XCDKOf(g@w]fV[~1F^A3v Ovү2v zT0b#[zyϒ$e1k5dRA`(Ņ@{=yW>>y@U;=H;c{30ü^ծ)ՙ-{OO2R´xQwBgБS"תlbz;Iy\EprkM @@e&3lʉtS%)/pR"2u Ee5+ٰsZ'bQSlj zvހ~%.Kz\NE,eV2=Mo)-JcV:U2Ѹ>1ȓ"QWOё4*Oz.cjcY&=7Y,A5nIF/?̊ ]as.N*T 9Ͷ?=T"m grvdNxt(h,Dޝ_v y`+W?od;&ȫAI`knywxż5č-ly SZܤ`Åq}ۥvkmT9ȻT 3"NlF9TcbCvyue(qD]e4,Elķ[v)K7|W< |Ur44hc YD oXZV|ۀ- P(s^pry':e1…M~{YٷH7fhYpD }b4mXSzo Nǣ+ҰiFI0$mROgE+1>Xgh)ݷiϽ6)K{mRdu'TԧI ,8ӁwX /[kT|aNkNil;&>7*HlJΫ!ʣU*l"K.2h|byMC3JLZBCT]Wi?e?ZZ endstream endobj 808 0 obj << /Length1 1378 /Length2 6059 /Length3 0 /Length 7437 >> stream %!PS-AdobeFont-1.0: CMSY7 003.002 %%Title: CMSY7 %Version: 003.002 %%CreationDate: Mon Jul 13 16:17:00 2009 %%Creator: David M. Jones %Copyright: Copyright (c) 1997, 2009 American Mathematical Society %Copyright: (), with Reserved Font Name CMSY7. % This Font Software is licensed under the SIL Open Font License, Version 1.1. % This license is in the accompanying file OFL.txt, and is also % available with a FAQ at: http://scripts.sil.org/OFL. %%EndComments FontDirectory/CMSY7 known{/CMSY7 findfont dup/UniqueID known{dup /UniqueID get 5096648 eq exch/FontType get 1 eq and}{pop false}ifelse {save true}{false}ifelse}{false}ifelse 11 dict begin /FontType 1 def /FontMatrix [0.001 0 0 0.001 0 0 ]readonly def /FontName /SDVCAT+CMSY7 def /FontBBox {-15 -951 1251 782 }readonly def /PaintType 0 def /FontInfo 9 dict dup begin /version (003.002) readonly def /Notice (Copyright \050c\051 1997, 2009 American Mathematical Society \050\051, with Reserved Font Name CMSY7.) readonly def /FullName (CMSY7) readonly def /FamilyName (Computer Modern) readonly def /Weight (Medium) readonly def /ItalicAngle -14.04 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def end readonly def /Encoding 256 array 0 1 255 {1 index exch /.notdef put} for dup 3 /asteriskmath put readonly def currentdict end currentfile eexec oc;jAw-ᾉYň5t&נ{hLGqB`d˗Pة|*x\ޖHtEB-gedog7Q`[['W73sZ9 m !tAY!$tY\r[uTIUiBy[Ȝŗ3Kï6zJ!˒Js&B5C"m&m1$0m jAirOJϴ2&7.BbR{媀E S.9/wG<#/[ә4ػjzzq,I˂ڣzx b-NHa?C*֨i֕,'u?(y/$p셝srψSCo&ͰBZƎJV)Hɳqa?; j!8·'(zr>0t~@B7>tXv=ֻt*ch,߭y%bwbc2 At5qm#O:JjݒcZ$4HPv-V[(a75feLԍ۱2_xgc^L|_ 7Bc콁1'mԂ W o bKPfAOܑ`Ax2zl 6܄x}NܱǞ̖cv[^."cvc$#;a$3|4x߽ (a@cRn6phؚZfzz?K $YJo/q.1f JBw'4?}D/& Z=Vͪ7E ɍ}ʜDtǪĿ!X96E'<m&)JSw4!3δͺϳVJq,UZÄ[JսQK *L8ⅳӣ@0g|ȰF`Tk2қ׍Ƈ#xb`Y@ ɞno{avXik$i='CPEs&>#MX6E!H5&Bc+.s1(R9 PZSIA H){y,䲚9Ө蠂ӎTs9hoqVa#ai$% eq#*!24S"xSMGd+׼d.0rMVBhQzо;7XbGǀe4oxu$]'eU5 vi Un2\=6XF%d蛳F!@}}qEybaW!izsKB/)PȀ(eKϯXt-}V$3LygX4rG[~W 3d<Dit\_~/̦2a(V2ڼN5>DLduN7:~%Ǐ|4=R/X)$I՗- oZk~%E :A@%!&ѯ3f8ldMR-,0Fn'YGwu_*bXw=AYq>\;B *Ps: ykX`ƗX){qbudog6Ņ)Y>6!X ]|Vmby1\2=謫p@Bo=EpV5%CWTn*q 24L&}5V $10G^ZԖ,䴧yuUCFDcl|Nz Lj-w>O`"'ň"p= yz!ӡ >okkTeA\-UuC6blap !]/ikqU2ϡqGG5fW I2S56 kD6آ=rE1?t0_L4*+QAQ02|ۖ]IX۫Ջ ޜ* _R߉Y%N56_쾦fr[pSH1+ VsĤQ/yepԈ+ Zܐ50Z7sk{15ֈڒ _pƴz hN  kCJ LgNOM\2 g+<}?j|;Oz^h3ػ$68F~g?_8{uhx%4|BAij%Q8[7 gT{5p~ktGwԈ2O3 fXMEO ތPHb;'5 5AM#SShᘣ vq-DnZ;ڶϪMX_IѲOp5a B%9]Z!; vK4Pmb%ۦ{) sqH;jv{{-k+HOWͦO:G2y>q(94(kB^oR[/~C2 %k M{p5@ew?O|;䁾džyF1 N/hXjlhwTM^^meHa@lU"!ZkÄ>-=IJ-RA*P@!u)v]e$z_;Wr<E :L=uD I0CƜzǿ70vR[`)+:|ntsy1~u |SYi`zrF{jGE^WH7(g}MV-*dqα[^ ׈/yđ 'Ti:yLieIFxpQ,iMNcgWK<UĭOr--t c%WR?7PQ4R M6z^(?NJiw/Sf ~'|෕N5"~ 2H*/ ~/b=/j1>~Dg(ˉ^`evs $t=Eҝ;e.\-G k!*5vٿNPZKk^wc/B!co ךkC96M­д1z.`CMkfQ9b}L&>}x^baљ0VOH:^jJ 7kwVD= I˪|΄ׄB| eJ+7lZMڳ7A4TPpMΩURf+1啿*wΫywf#Ά) }Tn$LXPY80m]-i)eS2oYlu[|0j\<<[@ w)8Áo ڿ()H)g={ѵ]?E~T(X'`Tʗ" A@a8S$S-U% i!PVyZsuR}(t?i_a| h{ڹJ-س`xVD&`p + ıjO-N5VFG㝽*Kģ\k. lXSc|r[]͘Q&!aXt[rKR_4R {!%3.} -B+ޙi~Ճh K*,/hPj{` DCw_h/p3eH/IA)ik#U ]`&o(k3>al=K /3@A|G+TBR׃ 3OABl{sl"17 k_e-QNFQ *i=F8*%=Mm[͡]7H/e/cEr\4tE>I28ݳT fL C#h wBūdr|{T5Qo2?PmeЄ.-Ϭ]lƿ84c:üSR($t}< H yY>f.RⅬj }+PjE.Xg8KG_0!ozW*4]xĪ 3m6 rj͘uv>lLWwPNqGލu2 p;ݐz Ih=IJ  RX+%FR1z D:g{Y}3>6 KQhl [Ć.^^c}.s^֜G>?WJXe і{*nxzv4y۫tQ/x`k4ٞvqK_<-k{怣;-fڙ٤7TD r8׺zrA l%|wclj3/5E-&%♶*> stream %!PS-AdobeFont-1.0: CMSY9 003.002 %%Title: CMSY9 %Version: 003.002 %%CreationDate: Mon Jul 13 16:17:00 2009 %%Creator: David M. Jones %Copyright: Copyright (c) 1997, 2009 American Mathematical Society %Copyright: (), with Reserved Font Name CMSY9. % This Font Software is licensed under the SIL Open Font License, Version 1.1. % This license is in the accompanying file OFL.txt, and is also % available with a FAQ at: http://scripts.sil.org/OFL. %%EndComments FontDirectory/CMSY9 known{/CMSY9 findfont dup/UniqueID known{dup /UniqueID get 5096650 eq exch/FontType get 1 eq and}{pop false}ifelse {save true}{false}ifelse}{false}ifelse 11 dict begin /FontType 1 def /FontMatrix [0.001 0 0 0.001 0 0 ]readonly def /FontName /DVAQAF+CMSY9 def /FontBBox {-29 -958 1146 777 }readonly def /PaintType 0 def /FontInfo 9 dict dup begin /version (003.002) readonly def /Notice (Copyright \050c\051 1997, 2009 American Mathematical Society \050\051, with Reserved Font Name CMSY9.) readonly def /FullName (CMSY9) readonly def /FamilyName (Computer Modern) readonly def /Weight (Medium) readonly def /ItalicAngle -14.04 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def end readonly def /Encoding 256 array 0 1 255 {1 index exch /.notdef put} for dup 33 /arrowright put dup 102 /braceleft put dup 103 /braceright put dup 0 /minus put dup 2 /multiply put readonly def currentdict end currentfile eexec oc;jAw-ᾉYň5t&נ{hLGqB`d˗Pة|*x\ޖHtEB-gedog7Q`[['W73sZ9 m !tAY!$tY\r[uTIUiBy[Ȝŗ3Kï6zJ!˒Js&B5C"m&`7Ӣƻ3ugNC O~̶ul6.}o@(ӳ'GvUF-C\:rW%$L),O~.f/aw:gN4𲒽:H7L8jا-܈FB䷑(z{9`B "N-1 ]UӶy^ٷL@UOA43m|+ݻb8%1jy6|ͷGߩ)?s61ua-SH ˿OŽfu빕̡n LpxlJM@{ZzW&; wzRMa:~z`t8gGyſ䠣iNp_z"#S!И`&-?wgxKx|uר#K(a?ʩ`?Dk%&j>kP|҇[صulLee>d' ,qu7_6u4pP^Φ]&a.IOCa4JP^lv6ԫ?JA@SM1c~AcQd %J57r#Πh:3cޏV [$] })3SfbpyMWȋ (G2V串*nUJÌiDZQÂ^#QT4BYUi`5!,Mzwі ٬f M|tI=,|YR\(`B%hP,L# 2#!=yǝ:f0,,5] ~oFlZq-nz9w nZBy=NbzKdN!MU;T]џk,Y2%a cno$q汙\! ={QC@l7W8V*Osmzy};yGe8kF~>vnv6pq;Z|s$_7g_8]}wiRY~rI vY5y\|o3\jT5./DRryȍ"΁ ULаYŸMD![Fmw_|67>J~XXU BBPW KJW5H#I9g"p8،zzIϨFbQ֍hULɔރF9e|P\)$h=Gn0Crrcñxm虒xIvAY붮C }/i0sLm4I:e[#F3S 4^r7q"P y?9n0 58mȱRUUtg:SQ* HNk87 %4j:>0T} y(t [Ѽy-hwuw#z,tΧ\>%VUkFlֿ(_ql_<qKf$7{fdH"Xj>}5װ'Acۚll`#or,33T-Q`፫VSҀJA %p# _XE#w4;sDGɉyʄ]o3tܶ5D"Ǐ* W#W=IȽpphE  ? reqnŊ`wvʅ7,ک[R3!dqœTPbkv) t@髀^VX.aGGv <{bƴ"`LQ($jL/xR`N~~##3vQfOЮב*ϖyU>t,3oOʌse„ cb:~q,M08聉?JƟﻃcøk0sx>w2b;`8wu[-{ Zoy$n=xlRSgsoU<1GL'0Mu6{a  u&^{:j:Wh:;ԳboSct73?hrcR{&cJV1FMH+}?7?<p7#tp'6A p׶6I GO"{5]z?Ub` H(Hu}O:G3+RrBWT]ukщf2g$S {[hչkz39iڤ>A0Jr6d{wJB̍>!GW:uZ' qrU$yСG6@9D6qxuwqvcm֨(A>IZ*7aP[ e†USxw UA-k> IQ-csC9l1%(NN^V׼CT4)nih>n9yIBt96VWBuXuy442AV >T8 7go$Bw-+5@ՐeS5`> g}eh˗NV'2Œ7/9FO%-y{V ٣HetgPC&Ut˅ӷ1:g?.]j)2g?rlj8~ &1(Ր Ka vI=EzZ=9"v~^WuY i8U6ơ1%Fz.OD ѴE A/Twbcqrl;9,Uc83Gf;zp%[ i(̮d$ƴk簌 d_(LcvWoh aLXp[ QR|~!lBQ i8LD߸e1 +C|Pp%0RɶNӟ1h c)4qA& PL?K"i'[`1수^[ڔf'CR?xsKoLlxb$$o47Y:(_H0o%͈?(0-5C(x?3\rqɪO5JUt2c-&.fM=w(O3D2 >k0C 87ϼd&-\;dX;+AY׾wYtlZi8\4Q/=6k&ai:UQ Ӟ7ao PRËovT\¥kWpUT~ 񀆊;}K0_jslg6EO^0ZNIE==R ]t!lpC~$ɒ|dYUg}' kd-u{:i!$|eq$ڃMkU'桨*#䁞@tJu>4+#b@ 9TB}`HXI U4Ssm 7$4̉jza[% .=NXL=aZ#UľTYԨ `ؓ=o2  |m"p?Qi*3uEnL==|vI,ՠ7|‡ h`c'0}tN"҅]VhȞ)M'!xKIj S <\Q英m2˜N/3< QG1F#*p7ZXղ_](+BB87cr;7[_<ߗ?5[ն)\4Jpn0vHAOKZ C&ȳǯɡhEv#y#sŚt]u1Ee]c))y.򹘀Ú6$8pAF?#\xG)j|Nr\r뀆'of +K@^q/MPЂ2En A "g%b?#$.LB('h-i ~t30G<9Z꜎P7o# %(DTq6f4w0'K9À::ÿBu槺7RL%P OF5=\H[ϫ9?TY,S3MR'1u\-pxUQIbuYA]58 [jI&4v:Dvn endstream endobj 812 0 obj << /Length1 1306 /Length2 1345 /Length3 0 /Length 2651 >> stream %!PS-AdobeFont-1.0: MSBM10 003.002 %%Title: MSBM10 %Version: 003.002 %%CreationDate: Mon Jul 13 16:17:00 2009 %%Creator: David M. Jones %Copyright: Copyright (c) 1997, 2009 American Mathematical Society %Copyright: (), with Reserved Font Name MSBM10. % This Font Software is licensed under the SIL Open Font License, Version 1.1. % This license is in the accompanying file OFL.txt, and is also % available with a FAQ at: http://scripts.sil.org/OFL. %%EndComments FontDirectory/MSBM10 known{/MSBM10 findfont dup/UniqueID known{dup /UniqueID get 5031982 eq exch/FontType get 1 eq and}{pop false}ifelse {save true}{false}ifelse}{false}ifelse 11 dict begin /FontType 1 def /FontMatrix [0.001 0 0 0.001 0 0 ]readonly def /FontName /QDTWCG+MSBM10 def /FontBBox {-55 -420 2343 920 }readonly def /PaintType 0 def /FontInfo 7 dict dup begin /version (003.002) readonly def /Notice (Copyright \050c\051 1997, 2009 American Mathematical Society \050\051, with Reserved Font Name MSBM10.) readonly def /FullName (MSBM10) readonly def /FamilyName (Euler) readonly def /Weight (Medium) readonly def /ItalicAngle 0 def /isFixedPitch false def end readonly def /Encoding 256 array 0 1 255 {1 index exch /.notdef put} for dup 82 /R put readonly def currentdict end currentfile eexec oc;jAw-24 WEvQC<3A2kX0k^|:ٴfb,|=sLu2KZ`3ndgRw@),q՜G<&h'. ΍883 ABAԾI$s@F25ڪ,i pK>6K` %E((bsS=GquӁqb٤YJ NN=>3qk'4Xj̴\4 G`v׎Co.kC1bhF,+.5P.F2E"R ޢ f PZcc*w6Y_P-~|y,Bk[R4kg0<Ayy4}pge*f\Y3]@m;s{~悈."Tk/}DJU2WG3KUa>u0»[ykT 8~qK.mdL<*͛L}>@!vR.l}#q82U]*P{aS(TGp|G^ǟEh"\S>{xiR(8KTW!Ԫ瓫ڂ}MܵptR+^OEo͖i jY r["Nh,KC"m` \338t5(;LrS Ua{Pjx$ǔ(mR ֖ alC_-cI#g6R2ѷE09Vm4w%{-Oֆ@ѷoBJG5 rgH(ütiJ&lR:UF,/SĈfՁ: P8A9ӨVq5;ӜΒzAuuw$A^Y M/ ^v" endstream endobj 814 0 obj << /Length1 1612 /Length2 9559 /Length3 0 /Length 11171 >> stream %!PS-AdobeFont-1.0: NimbusMonL-Regu 1.05 %%CreationDate: Wed Dec 22 1999 % Copyright (URW)++,Copyright 1999 by (URW)++ Design & Development % (URW)++,Copyright 1999 by (URW)++ Design & Development % See the file COPYING (GNU General Public License) for license conditions. % As a special exception, permission is granted to include this font % program in a Postscript or PDF file that consists of a document that % contains text to be displayed or printed using this font, regardless % of the conditions or license applying to the document itself. 12 dict begin /FontInfo 10 dict dup begin /version (1.05) readonly def /Notice ((URW)++,Copyright 1999 by (URW)++ Design & Development. See the file COPYING (GNU General Public License) for license conditions. As a special exception, permission is granted to include this font program in a Postscript or PDF file that consists of a document that contains text to be displayed or printed using this font, regardless of the conditions or license applying to the document itself.) readonly def /Copyright (Copyright (URW)++,Copyright 1999 by (URW)++ Design & Development) readonly def /FullName (Nimbus Mono L Regular) readonly def /FamilyName (Nimbus Mono L) readonly def /Weight (Regular) readonly def /ItalicAngle 0.0 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def end readonly def /FontName /EKYPTA+NimbusMonL-Regu def /PaintType 0 def /WMode 0 def /FontBBox {-12 -237 650 811} readonly def /FontType 1 def /FontMatrix [0.001 0.0 0.0 0.001 0.0 0.0] readonly def /Encoding StandardEncoding def currentdict end currentfile eexec oc;jtD[1ƅpTo9`.:ypJ*l'e}#)&7+/^ W{LZ60VQR^λ3r)#v$p~c&'ſ+ %;a~!ty`rcv7w;Q.딸}tYA{Aƈ7j%QtS2ɥF)´0 _ %5)ෳr]b,g=6>xx4nC֊6#@"Hc:ulwbF 2ALr3ae81G|)/K+L, Oe||5q7\ d er,]6Ckg_BK)6~$_Q>4B+ڋj# r?#,)U'tlLvODzPg dQA]p~M&'?ݤt3 @q,9%^TH5}AP X_W[d&/($KKTuwaDA{!Xךaqz=sl̛'_vvW1\hL7BMŘSHH~˚Ww)ߔe|8 4ęT9؄ VcU:U=ċ;&a };{[J|T rY{d/n@k6,IxpBDrđMN.jfCN"PmPMJ)D}3C#l/{I0 aGڡ>,rTt.NB^"-ο[ -\TDyA;M}7:O+.Qu= 3H%vkr=6hpFc9_Y[ n/ #@°єhۃ.=&FUgUr}kUjgV9 {rxd YrcIK|̾j`B;X=0kש Q#Bdj1uCܡ9u WLS[u}ŭK.+ܤ,) Gj2z~-$])"bSHUF/+p(T*̝H29O)LlA: ,wRrzg9#$~Zݙea҉LJ׻F`苉SH!sDLz y?wjb5Mܦuz"L:d$VÇ0VHYAč}CtTz_Jօ'b*4{iDu dF}HV0WlFj>s"Hƴ߽Iw6 {n7mͦvsJ8vda\ 15=LAwQ!>B(Z:C똹2p]rwp>U&TxdR.*GiDrInS0&/ӪQyt_E1Cƍe ^?`7j%4H_&[u"V/lFZ$/%i3 v|% s luaZ ٣\#Vzs?זL lpghA,D0\k%"fɭ?XuD,++; >̏? .L I}XS鲏/*ֿE=H.jabT~ωU@NDAA19Y\|6￝:C̄Ju{|]kyFcQ`(JxT|#cajɕk3N%Vo| J gHg&í+cBT1v-|apIj똯p*hk99b.j\z72b0 > DYe fHu-7uR9,(DS "uRx)%,Tp>JHmJq'NJz V^3wKŠV1wr#Ӡ-/t`0H윸\r8DD? +Bf%ߒ%z ΋ďr88XQb)wuɘ( JO9;fwrYv(0oCY|^p!_.>zgʭY nA⾴ >2χeC^-4V[VoNm23^y?FoxSO$lM& i(Dw%HFrIrXݶi5?,:Afjwll[@g,dEu_`0 (';j Ka<וdөXݣ f#$l+or4KbEnYp(2߹HF/Thf\}F5Ń^(Ya/q'HHW/RHp:rc4a;W6Pȕ9eK+mhJvVLϽIn{t1֌g4,FY3Nܭ>J19lg§ҿysߔ҂X sjc8ГE $uI0<9N3HRjKE1 kPVo"L:r-f,;.k¼Eq#2Qfn)PioPHb:47T~- tGۏ*IImU>^y8"1 3R  ۀCCؐcAc.d= չ, 1Hz[67*y/XC\78ud?Lx_:Q}PS= /JH֬ !˔ҩ24<-i c;f3"#lp&wк/Meղ8y<$RSZ Fӹ>vV [<$XL7$f?{HIL XNʮ ps1뒂Kuk#/8+6aE `F;~ed#C&)nDOڣ̈lf!Εvi,`ĄٱTh0UcHĸ>q>5L60˪il 8CJm%&xioyNsZpK.ޣ(o<ugӍ-WtЋSԟ`)TfJAW!M*x3 M&O$:b7/CB;se"IH_cwy'a+h:uc6Joo!>^Z1V<KgÎ(Ǥr鯣sx-_2ok3w̷X%eOGb-ANeM1`dsX˃v(dlB;Q)wСg鿂 $t\1Nڭ9D|Laiϟna6>K6%[@!4 L|O(.J0+PIZ2bU`RqO.479`5@hd]B(P->q9#M'O#0c f8׼@顅4*pq?Qt3; 9(wg_/;/=NosKxcs0^L(S] <&|O0Rܡ8 UN-<~ұp^kXRE2!)vk`M [ڣJa>^e= HU= 2PrxfZl a.wi7FGه h4ȨHK\t<>-~A,k2^* 3xgdžk2*$롗ǃZDyڙ`M淊XQF2Skե—x9px2_7ǘ]h&6 X} utRr h(.߸ˠӒ.q[m/{F<8/8Ѐzުak[,_}6xR {9J;v*?-:1clh6¼h[uzpj`&u8hڗ$ôNo!đkLa\~gqjFSfμ}lƀx߮>c+&ZOqd4IGRi}OgIهauzYGA@2?q?׆o_.QHa|u]5S%iZM./R_ Xu>{]_0(Z׆FثPsy $Ɋ%j7v{%\rop9"cjLI*uqd|>L}3ju[eX ͐,2`3ZEV.cB0I(t5hJ(=7iSBu+]:U! S6$L P24uW5iPSk}4DCmqaj G=-ǭ4ߌ/Iq6'S.~atF⾪u|&j5Ӕ3-Ud&g_pDj:A`IV'Nf2uȬNNwpUMǝfZJ.GL'X:݇4UCSb(KIڼftw + XJU dzl>IpqI&wlatXl nn z::kQCTBs6Gg uH7g`.[{(3lb{s/Ok5Q3ЩV{pK逖#x+8=B}])zCڈv&~Q;%G{q;Z0olGQA&nnVmkaI DK-4;%dMd UKPqSe#l+׸-MS4>dQp]XaX-aam.dX(*x59u-o\u c<%vcw90%NAB}#qQ"qnDSV/hx3q";N&Qmn:lII,-n yJJx!{$LɆ!^f;:6 Z, 67p+r-:;> +[= `$s:_1ꃓ) ǝ\f|}l`*mF%g˃MrNDzFNhBw6+bX?a m$ y4.o3Vj&/4 J-8KX(hVy. Z<&Dv'[A#̻-g@ F5D+Hcd 1bG?eln ݿ؏1>F3=`Mٗ钾zȶwj-mhf b+¿V6-7[ͳ6ܐ,.^ >uNƚQ4 ^nExmϩVAw2-6I`r3^K<+ӣ;XhVRPޭVq4'zdKiko6"8_ywZy*;Z3_zeɦpohOCtקּb Z/+kV}puejcup3PcWE=e~)r BҴ6Ʌ?H)0$#\J3]xaz4Sg 6CG*;X<,8(PÖBna=j[:8tjiyZCFՋ4AF9X=G~Ŕ$4B-n[8Ev.!R3Pۭ1>ܔ*V- iy|~95MT;A)z)4)YK(DH./ 5@e繫3|inSfeICAR%_@\xAWC޾;`@&AyTk?$@!*-dS |vYvs拕ɟ]<E%KMVf0߶꩔},:7:q8TGn?"rC0ʅ6g4g26UBW.֜lP*4E?ɟl#V40=VM.Pv.l@g*=%@yɢJ?6BA0m20;pj8-jXh֜ J!j[~jˌ49%vs~t(clqY/ -2]Sf)F,~LCwCu?#l:e95Fx>23ȡh ݇[ 6CSX}RLVAJU~]NGR"+pLlmNa9q$FMya9rAk+e&9s>+hC/P#-t+IQY\8$U1n4BO[rKw`|*~w@UMF $N.Ѫd%n$T@-D1g0G{%맟ܵA4^B,F%^i_H=>S7-z%[*{BZtx-gK3Sk<#]xŹAN>44홌)d9%+j8 I\A^/M]1{ih'E`#U7_C*ר4.FҒ |C _2s`!%oFwk ⎿ ?Mງ?@(`^6QDEmpvJAZjxCp_7Z^] X/`f`aƔ)6;|guY endstream endobj 816 0 obj << /Length1 1630 /Length2 7630 /Length3 0 /Length 9260 >> stream %!PS-AdobeFont-1.0: NimbusMonL-ReguObli 1.05 %%CreationDate: Wed Dec 22 1999 % Copyright (URW)++,Copyright 1999 by (URW)++ Design & Development % (URW)++,Copyright 1999 by (URW)++ Design & Development % See the file COPYING (GNU General Public License) for license conditions. % As a special exception, permission is granted to include this font % program in a Postscript or PDF file that consists of a document that % contains text to be displayed or printed using this font, regardless % of the conditions or license applying to the document itself. 12 dict begin /FontInfo 10 dict dup begin /version (1.05) readonly def /Notice ((URW)++,Copyright 1999 by (URW)++ Design & Development. See the file COPYING (GNU General Public License) for license conditions. As a special exception, permission is granted to include this font program in a Postscript or PDF file that consists of a document that contains text to be displayed or printed using this font, regardless of the conditions or license applying to the document itself.) readonly def /Copyright (Copyright (URW)++,Copyright 1999 by (URW)++ Design & Development) readonly def /FullName (Nimbus Mono L Regular Oblique) readonly def /FamilyName (Nimbus Mono L) readonly def /Weight (Regular) readonly def /ItalicAngle -12.0 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def end readonly def /FontName /NWNQDQ+NimbusMonL-ReguObli def /PaintType 0 def /WMode 0 def /FontBBox {-61 -237 774 811} readonly def /FontType 1 def /FontMatrix [0.001 0.0 0.0 0.001 0.0 0.0] readonly def /Encoding StandardEncoding def currentdict end currentfile eexec oc;jtD[1ƅpTo9`.:ypJ*l'e}#)&7+/^ W{LZ60VQR^λ3r)#v$p~c&'ſ+ %;a~!ty`rcv7w;Q.딸}tYA{Aƈ7j%QtS2ɥF)´0"g7'q FKs@F 6$Aυ!fW'⬑o_;|c?Rs{KЅ4:;R6  *UvMQv1hg"" V z)Y)6\Tz(@gIK2Zβ<2]׵PO8kԹZ?ݨ:jӲT(ZFqheEY'Y&(?T"RatvnEs `egV5>dTBYs'U QLɝcw|ebP5 .D-Qy3lL:3]y * ȂzV& -mKb+~v a_ =cO0.N%Q_,INF %p[ae+ X zfV QܓByXBVz̓Ik 2kIT͟l=&58)W7JvLy jd<\ )efqVOyk +;GJ6(9A|ۇgb9P̻f{Ҧ컡USq9Ȏ8X10^֖'iGz"=>̳pO"@% b;jfrq)jJ[ehwrhg-=ޓ2pz]`p!ZU7ڝ =Z䲵7H.-߮2ST[5#osq7~2ߎNLX t2Pm-18zT6| 6~C E.;[8~L -P><S<,LJ:7;kM.=  ^ڄcu#ޘB-mwxyCfҀt(TrgplRy߂E)e ڰCugtYBPXVdD1,)α+>c"^"{ cY_V5m'F0/"O:ڕWQlPVPT,W[idP%8)0ƳNQY^3 @JAy *$%,BWi<_' ԒDž%PHg;r7 L񹬝0SsV7@<W &&sPS0=_C#q* M~ompy"^ 7~˓}EYZ==M#gl-a>xNh]NXrLt>W_ylӏ?>[ط"A3 @+Vq-%ֹkT[ן8{Jaed*{6Y4 03ߜ٣# ga3 XwΟEJ-P(]DaI&.0nd^< .'K;yS,GcB7T P7ABz}ԭ}|EtQW [KFyA>37A۪zl7tRyQ:;V,^E9X ¾uἏX[m05zV^Qj.gS_ؒ^7cj(I_1Ҕ¡v ]I7~nڼ 4KG ϞX NvG}xTA[ߵK>ّ_QX!i,] nrJ?[uM&$$|W8RE:sի?L ?U-*b$ɻW.PN[{, j8\kQb|^fC,3b12m?yOj}N[3^uZԂ{b  ٨H^C`o{,IĉVOATX+;.T|K,*uN؍4xR>`w&qtqp,%E8n&QI|MXP(b?!U[ljiqN>'aӸjEc9vwoJ PB}On'^wrR^W?ߋȓhT鵇> C[ ߹ck<dZ/,ܔ,F!k$dhЬrcPIƗZ>.E9X;%Z3c1}n0O~@}:#s{pS[GA?$(boSW! UK& O"2L=iX&TlOVDL:1b!t9K]SlRx5o xI{ UV+4gذL0|2^|,##N1i5+zqB$CT֊5l>;ozAt=x}^o=4p$C"u Pq j:'` !H\V_E̵̜" TWzgm_-製]MƠu`.JC݀dtUGtTz`2vQc8R r6+[/u 1ֻ^{Tb[H|:,<kSCtR z{9!6UnT"qwrW:pĂ9TwK`Zb`giR-H.ycx\QSJ;֟~ {{d٧^16r<4NIcC RƃrLvhlfiտYnB) zS:ۃe@%nv&x\TF8kVzHݜ.g%at vb'. ';IIQ.}`yk_츑{TI)A5TնN퓌ⰰtRZ`FzawP=2;wqqQgbJ}US2+ٿVF)qN6y)8ޯa]zڴmTڽ)-Yo񭤩!P뽍5YA`թnqnT=E\_<]n"C}WE.o>  ~lh2cіHV 4o[Y'aFUυ&7NĠ6a~r ^\}'ڸGd-]ALJ"+Ewll{-(:p0J+!w <[N'a*b4:E:+X*rr#yCa_M/ޙ=¨9 o)k>V^B|ñ /@ }qh{hp'Jϰ|rXw*ZYp<$f=8=!Еk11jhFCiQ $}8?~jt! 0h\siFHZj$*0kD_c ޴}Xbj!i #8~o esDCdz7Qڻܜk>z:~8MJ'd vXZJϐUlDO6#yII=b^;|#Ll I@':~E 7+kv#Hj~3H?Q_>i)ՃNS!TorAT: %;cnΓ_屪EP,Ybq~e6ڪ; w6܍c._ ua );>2V-!g*KcBQi .'>VJ7sO[kz>VH01ŻWel9G pIsֻ)MnO2 wWa whDAl}T皧u+<}Kjz|@. =42>*EQN`)i5O>Sy$T{;0.H>N5^# Ei^at]r6|+\E[G,(e~/;,Q#&&]7g"t>%(Ny3tF%! &W{8A+ ʂOLŒ^*cv ]( L=* X>\l\D4-pGL1[86u~>wb>:p6dy:]xDAd#mɑQupݥtRdF|9u՜?%AA(ޟq氵nJ8s`9`52[xa$CQNƁd|" rU6' uB P~p "p 2/s򬋜*jǮP-_|b`v hF.|.M}<70'iu&gi|A(\5xO=(2?v8/W\;!TL~TYDkWuUp0ܷ٨!ҒBoAC ߰6%?LPŎRnl~[z.?yI9hVz:SD gI|&Xp\5`{JvP:*Fp{JA]eQ43f[~eTqcܷ3{=s!ٖ`{P9YJ6ZʳK;&A^L`+ =ܪl(c'WULZ3Zw$4ᢜg*8 f[*ZKmXyV/)2vN9QQM(}ƽNXy/ (Rx3VWlJ.JR߇cKgxpf)mqںļQ샋 hߊ"v&#'i6FLavq4-eԺXT OF|x^(eMNƢPR]O>'b"K5cj]IJ!ɑC$-um=+zƠYiV IU6lՅ;6ٱ*$E/8f=wgK}HOv'OszŶ@Ma:i<"/y _ '].T@wA/!uAD+]"[߃e;銏3)B@Zf:KX󋾞E͒/'j;ў(߱Tn1)IC3Sb߅O8=:a܏]u$ ^KM(9$ ʠkԃf*u8>:C874qHXNKKhh^~v%tp|6LJ3`@it?B?<>ZTYv8CVTkK}?5a.w"R8)o&nw+> endstream endobj 818 0 obj << /Length1 1608 /Length2 1234 /Length3 0 /Length 2842 >> stream %!PS-AdobeFont-1.0: NimbusSanL-Bold 1.05 %%CreationDate: Wed Dec 22 1999 % Copyright (URW)++,Copyright 1999 by (URW)++ Design & Development % (URW)++,Copyright 1999 by (URW)++ Design & Development % See the file COPYING (GNU General Public License) for license conditions. % As a special exception, permission is granted to include this font % program in a Postscript or PDF file that consists of a document that % contains text to be displayed or printed using this font, regardless % of the conditions or license applying to the document itself. 12 dict begin /FontInfo 10 dict dup begin /version (1.05) readonly def /Notice ((URW)++,Copyright 1999 by (URW)++ Design & Development. See the file COPYING (GNU General Public License) for license conditions. As a special exception, permission is granted to include this font program in a Postscript or PDF file that consists of a document that contains text to be displayed or printed using this font, regardless of the conditions or license applying to the document itself.) readonly def /Copyright (Copyright (URW)++,Copyright 1999 by (URW)++ Design & Development) readonly def /FullName (Nimbus Sans L Bold) readonly def /FamilyName (Nimbus Sans L) readonly def /Weight (Bold) readonly def /ItalicAngle 0.0 def /isFixedPitch false def /UnderlinePosition -155 def /UnderlineThickness 69 def end readonly def /FontName /KBAUGV+NimbusSanL-Bold def /PaintType 0 def /WMode 0 def /FontBBox {-173 -307 1003 949} readonly def /FontType 1 def /FontMatrix [0.001 0.0 0.0 0.001 0.0 0.0] readonly def /Encoding StandardEncoding def currentdict end currentfile eexec oc;jtD[1ƅpTo9`.:ypJ*l'e}#)&7+/^ W{LZ60VQR^λ3r)#v$p~c&'ſ+ %;a~!ty`rcw-:!c.$ $A@h]=3ߊc~CJ2]u, \wSBΤ4b/7!?gam%5GڄWbH\;i[ %= (0|/jm댺L6Y?ȺIB/FB@2gٟ#YX\3y=aGupcA Zwؔ;sk~e[3xޘK :ׂ/E`ҥ1n|11QҬb⒟ ݱ~:4B8BμKNʇiC-"@2HmEn@@S}x2& !ϾܯAw`@6FeDvifY;X9Â3wup R~D bsbXA@8C=5kB<K!X .)2jTPlnܑ;3s'qno\7"*2!L\{ "(:4t>7@LX(7Z5 "髤5@2c*ş!ϛ^#'YwHī EFGtU1=4/:V:{w[>.66`uw9zw ?tv8/CPepE;0Sa9>6D7T趴ɲHGS}I:(" z2 endstream endobj 820 0 obj << /Length1 1626 /Length2 14635 /Length3 0 /Length 16261 >> stream %!PS-AdobeFont-1.0: NimbusRomNo9L-Medi 1.05 %%CreationDate: Wed Dec 22 1999 % Copyright (URW)++,Copyright 1999 by (URW)++ Design & Development % (URW)++,Copyright 1999 by (URW)++ Design & Development % See the file COPYING (GNU General Public License) for license conditions. % As a special exception, permission is granted to include this font % program in a Postscript or PDF file that consists of a document that % contains text to be displayed or printed using this font, regardless % of the conditions or license applying to the document itself. 12 dict begin /FontInfo 10 dict dup begin /version (1.05) readonly def /Notice ((URW)++,Copyright 1999 by (URW)++ Design & Development. See the file COPYING (GNU General Public License) for license conditions. As a special exception, permission is granted to include this font program in a Postscript or PDF file that consists of a document that contains text to be displayed or printed using this font, regardless of the conditions or license applying to the document itself.) readonly def /Copyright (Copyright (URW)++,Copyright 1999 by (URW)++ Design & Development) readonly def /FullName (Nimbus Roman No9 L Medium) readonly def /FamilyName (Nimbus Roman No9 L) readonly def /Weight (Bold) readonly def /ItalicAngle 0.0 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def end readonly def /FontName /LDXHWC+NimbusRomNo9L-Medi def /PaintType 0 def /WMode 0 def /FontBBox {-168 -341 1000 960} readonly def /FontType 1 def /FontMatrix [0.001 0.0 0.0 0.001 0.0 0.0] readonly def /Encoding StandardEncoding def currentdict end currentfile eexec oc;jtD[1ƅpTo9`.:ypJ*l'e}#)&7+/^ W{LZ60VQR^λ3r)#v$p~c&'ſ+ %;a~!ty`rcv7pUupZJC.dMf*/+X.կmMV]BmDQuұGq!Ut 705/J3(g-Kx4z=25Ϥb~5N>be:B9YzbڥX<Eu':L9z(bǘ@;)Xb:ȥ"ޟ:-j y iޖXg-=׃.ԥL+FCe2_0E=o Qp*9g5 [8^qK9i&Ǘ험.G*tM4OiTyu=Otq޴Ork.;@|6@%huT.XE+@R@{iH3^ ^ݐl]Hyİ;jFdD;.VI_`\qU.8tsf n>n]Z|f7G /D?h*_f/pmQ2-Sʺ&o4c|ӄ!`bw+w9WxÅa)`3wj=?*r$@BS/sp!C9y_3S onݜYH[3[֓^ߤd}-`<]V0htJΧo >؀xbP䱵xGM:#gg+,h s2"9 <8 2&FռUt]@EېTEv3B{˒Pf)@Eat'7CtYC\A 9z8ש] CR ZZǖr 3I3wn#ckl0,-@_ߕCl MY(\5HҚ<,Kzr+k%"w3 ){IJVDWєe2%}ͯˍfO[cb~s@ZI\pv[mp3N {y'IE=jXOj!bOs^X( h.d!pTNOosVq)n&0#;WOBƊ&[>`?iHs1 t ~l\]r5,'U(}ߢ=<@{J&\phlym>(cy" 8n܇J TwD-G@ZڱoZ2}[]b{EC)x+3Nu93@AYlis1Ύ ܭ".r}1eGD@7>X֑}2-:Tz"7mԇ埮 Vj\ /-!ޓZbw2g%Խs}I[lP12X>]FvEa]| kpL=pZs h̪k%DT2L͗uPd_6|lyK*ѾW=+=1OUY@*mB3uAWD=E(#N1pQ"ep$PUl3H#4hwjV`>|RF|0n_u_2l7k=mkZ 'X]=3A7w~|8ssf7A4R: 7b |"e·=D`Bēy!cҡV:x 6R22h(!$/ez3 m7gOm[}3s M]CǸ옘9>NjK!O<5.}6\CB-.?BN]VEQ oXC=+ >!G5{Tfe`ĝT#춿:7A}lkq۔O{3gCoroM]xAWKDUx<MAfhUA?-dt>}e*}@7!::pU~9 xکJRpp%U vB{ =1}ʨ]s ۢ`.jݴe&Ӊ#-ts1Rr]8CҸ?1/2ܕm x$>IZpKVtP=n2۟j^>tj42,Y՗P)E3F$As"=@^Ku{h xҸ8 @BFa^@m$ en鑕xu/|-}FqU cͶ$Q}b¤RY- 6Dͽsf/O<pVPHT, hOxr'MǢGyJ"&?p|XڨjWSM]9pvIEv,]cVTR8uh%ZcoެRNkQO^eB]N*"n-RUTT&A`/:^E[Óv\0;2 536PT|^<2,^%^F"`q,nc+@GWcj]Aʻc>8%V9x򷿑,_e ;9c&J`ԝK\9^+睲*b{ujb^ˏIՕIDJy.-HGO3A%j۶+iWp,2 ԗI6Z4фwaJ_-$@L^A6}3(uRV='~6Dߢ,7E >7;tLaL'{xSm;9ዥre8S<ݫ$+;ԇ;sx8 )q3*:K:jO,I+xv60KqĞz'gBnqjSA"^UY>gdmX 5`*'JQ dW[d&/-rѣ6|Tx$(\ / {tlK!J|Ͱ`rd>݀|Ea7+j׻ 2/U7@ E겊ԧEq}@g/{|&XY=pRbwM0?x5sL KD>f6~FQU*`CNBFͻ_A} ±i8KWg "P_N  o#p[m]ǎP[V6S0!*v1%$z{Ct1'x2$z:qdA0 .$sye<kQQh!lxb=TܬB-S!:s̴ Z|O*;͚=$>kH]<ঠwO˗.[n%tt'=D $h&G'ހƈ{<\qÐx|kJs$ZV JIF}p/F}z>$mKTl1hC<ZFLǎ0K ꋶns|FjgN߻& X;f w$ A~0zlOh~+d#yLVVnW2@;Dih[XwO T c d[Z[PF-s 0!{{ZK-:+7g5wiowvoMb`dvD{iɄw)Yi)ER4ˎE}XY ZYT( S{׿>kQE/O̩9 #02՟]%ba0 ZnDvD{Jj"8AX-`)&z\+6d)|,n`GrΜ+&RL)b1K F|:c'&Eʆw͐Qb5!TNj)BYR(l 1S@tSN=WpFXn4n_S3YROJZ !.dlX:Wg@(zYH"_HRoV+~i!_ ޟK[ls|]3,U`$@L,2U|/+f}bh'"XiZ,T%jGZN>YD{KaγX#T\_J[Ո 4e9W#lk ! 8,솥 9P-ws_K&6;?z9|ۑᗮ0L}Kާy0"+]VY Q/e#YQqM" FsoIܨ̱$Ց}h-.QY:~Ӥ #^l~Gu•+M;9bH2:K+j|'#ZV}ٕ_a%RTNks*]Ï#JFf )Cfb$#xEYQDB`lvhKt -wIsfZ#1a%$ZikҘ: 踤 MB-YJyt`orq3l Oq2C@xF!n-]R*!43D/!4ZvW_?e`FqMmnElP(Ik8@z'dV)Ԑvhh=K=</%_,6,ȣ폪;1S2]ťحV5ӌQw˱ʜzu,WG:[Q\Ċ._׿! b5]-ٔHT-BY̋9QE7D׀GqRܽYzxH9V{RG;i?NX˽&:NO*{| h gh[%z "s^ *0o}Ra]JPwGIqw0( GM9s:l{ުhs[t>R[k/O,zs! &L5㧓<] HHEz^zzVQ3-99T;Ս{T@ ⺻k W+ o\^{;bBI2Yn:N#5ߛ܍ڒr⺵ˑ1mfIIQ<~֬lrf#مք4g[\eh[l|H21y1}>[T$5فntr%4:qU$ʦayh[.]: F?=)a[=0uS&Nh4ܷR3j19{DvLϋ1=9Z5&8鿋b$0f1 jů;3b-Q'yնf`µʴ Dr_ 14~kg.SM'Gb6=&̨G5}"ygtN"#S>4H#>]R;|;&5!"FhO TThkc%1_ʿ46"KxX e{iW8gB.#(tÍUĉt#NXC[&>*dq K"rZhl.gZ5EQnKO rq1gB7& :p5XWmkl&C 2;BJ z+D!iQ:9~t'f0_`jK4 lƚ;E!-ޣ^Y6 ztm0p['j6̊utݙF]l_D` GT%x5,# )WQgnLޘ 퐯 ]V󅭰`dhGljwݩ&w܆N*?-!xuyv*='܌W lDn AlE}Ȇ4D&Y9!@)N׉]1 weΦƸ7dmK8F 5VEAARYDK@Z(.QX5;z`t|PHW>5f?Npp2g)YJsQ!z(s+~IaT'}P=V߉‘Tig;Qv]YE\}79Hy~,#H3Zx,H چ<K X]/JJAC bK\qȆ GQz`x8ɃWOu’[_>@i회ş(o"68`Y}göPv,ѹ#5Rq%fvު )i< yʯ1d t`jpdLAЬNWMibcQEaZ=O\1v7<;ԗ=q+^F#FŬ WQyDIaÚn Vߗ@%E6]8+:dO.Fp Nv&@R)(5:Lfvu D!'YjKB{ni~"YJ}@ͺ>.ǷҘ-ZlMi"o:VZ#IִJdlX겊ÝjiՐC6^i>Sw,0uD8E2-JS_VCV#p rEMDjw'1X#+\!/]d4)TxE17)!ڎk6=64ʎH=̊A?)>&(e$ 'tU} g"n'KC]E !2j鈧p(:r E>Wa@!#:o`|I s.pFZ&O`Gzm3&Ej?h2@Sΐ9yI=z'{84<6/Hf*KL..զ,4ri|xcuVrM+W KP5ki]H3qkS t0z=>"PK<KsZꛉ OGMUuPtc[}Z+XG:)<¼oz SL}EϩKw) jDؼ:WIJ\dߴS 6Ibucd%03gl J&'#Ur)3}.B ^<)Fx|몛V; ;j*~=#'狼yC-xOlEyp'=Y7.3 }>^VM΂ J9PtP>hC&GH:હVi5☺c^AeRA.u<[h{~B.E>5^4U^A }KQm n 7(d?8 rQd\h#=Wh%:C>cJFmknruI_ײMa,":DZYǕ!NK>#\p`NKCJvnt`exכ"d[Hp e\"/$|,(wMTUXppEBp ,)XXl"nCFPW< ZW; >_AP@dh޾4QA/DC%NXP+9+< R;DmGbf|6; l/b1 ; b& ^Py67Ldsx9N^_LZ/iJv%ˤ wF_dkQDB%=JiO2:ɖZXR.YJX]dw|<~UJ{唠9P$wc8itY t qi+ʲC(j΀*!0,9@um`Ay\w4 ^o GԪO4|EkjRz AI)$bo#Z2!~D1S FL%jwȏ9UwMЀlӰ,& Nfᠪn`el7APj5dU*= ResMy endstream endobj 822 0 obj << /Length1 1630 /Length2 19415 /Length3 0 /Length 21045 >> stream %!PS-AdobeFont-1.0: NimbusRomNo9L-Regu 1.05 %%CreationDate: Wed Dec 22 1999 % Copyright (URW)++,Copyright 1999 by (URW)++ Design & Development % (URW)++,Copyright 1999 by (URW)++ Design & Development % See the file COPYING (GNU General Public License) for license conditions. % As a special exception, permission is granted to include this font % program in a Postscript or PDF file that consists of a document that % contains text to be displayed or printed using this font, regardless % of the conditions or license applying to the document itself. 12 dict begin /FontInfo 10 dict dup begin /version (1.05) readonly def /Notice ((URW)++,Copyright 1999 by (URW)++ Design & Development. See the file COPYING (GNU General Public License) for license conditions. As a special exception, permission is granted to include this font program in a Postscript or PDF file that consists of a document that contains text to be displayed or printed using this font, regardless of the conditions or license applying to the document itself.) readonly def /Copyright (Copyright (URW)++,Copyright 1999 by (URW)++ Design & Development) readonly def /FullName (Nimbus Roman No9 L Regular) readonly def /FamilyName (Nimbus Roman No9 L) readonly def /Weight (Regular) readonly def /ItalicAngle 0.0 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def end readonly def /FontName /VJPCXC+NimbusRomNo9L-Regu def /PaintType 0 def /WMode 0 def /FontBBox {-168 -281 1000 924} readonly def /FontType 1 def /FontMatrix [0.001 0.0 0.0 0.001 0.0 0.0] readonly def /Encoding StandardEncoding def currentdict end currentfile eexec oc;jtD[1ƅpTo9`.:ypJ*l'e}#)&7+/^ W{LZ60VQR^λ3r)#v$p~c&'ſ+ %;a~!ty`rcv7s՜WUwzu$13gA0@bKw 2>,CTJ^I6>:k9i 洋G#5V(@HԛZdHV08QYV=74?%E>@ɪ@^t}=TñP-=i-1wq<0@@Yj*R4?<ݴBj?wK%3Hm:I%|^[E5 ?`´KyYHK >N~4ZbŴ,[\B6; 4&v?U xkӎŰJ_/g0lJX ;Z[fEmbLCVwܠp&%p |vvՐ#u{Yѥ\ppvۖhbkcWT>QJxvxTkLQoeL%W;K|+Gd#XHLD5mm_xsVvxp1P3AP 9XDAW"3idR_Q@dN~O-D4n3s_nxi4Ayg>j+ >Qa0En>N]L\D⩟؆ZN)CӚ^J\8.-n;9od1$X gIƒD3K큳VZd0!PWa\|"a~s8.XCG+&zrT*z)jߤ}o5ͫ2U176;ܺ@wG뛵)s31}Lɉj,؋3а5+5l~a7 +dƤ6 1bsQMWgUr3ѰS{oKS@՝+gCD N$y |fж|%TŽm ]Eu@G{ʨ&Gqэ,FS<^DLPChS3D ;ΉA TPQؚN?; 4 p`y%u7н;iO|f9å כ5 ZC; >Jo"`e\; G !1mWqglwАqƁV\sי medrb`\D9ӽV;8Bv}ٷ0adL(/c5p{ƺ7{Hc=ZG*e* 9i:ڦ<>cz7P\Z$ka`ޓ$>TdlNv:0!E0 ہhNGzYgŢKx* Kcy)~8 1a y@ py+\ @n< =*!\Z*g#X45$xh^Ts, II95DԽKX2JK n%pTvD dF2]^/{Wy֧1o& 1ߪ;An.9R&o*|99܍|wj#|UHgY jZCIbxy8:{;Թs!-6rF7O|O$Ze"^ܢ.=V(@#9bZ]=h98nXEn`lպ~/|EYTC0f{wܗb g$N#t6POԭp?g!)gfqpB8#mcRTA:kmC>>ƺlρh϶LKsyl|a]}n X)#m՟K﷒?=n%!jY4gwWhk\e鋒o JB~{꣑G x~c,٣ Z 4W XB6  "Atnr$ 'ZŞ&@ߞ3f6}Z2aVdRc`Ũ-؊$_}܀ٰ1 zԨ\E婽ӵMt2 yz87mVd2 xB#`?z)W-B4L6|f\ b-$v0ŵ a2E)O#lNJOKE@Z^|VbOϸO (gԈ퍿$C?:NChEX&:HVI,wP>[h.G'_-rkJ+ٻ&rSXAYy$M?Ef6ڈ.^UQj!1ruwTlۈۘJe1 yTۀyV<ÈrGCsfB , AMF.n=,^̼} Sr;DX@5ZDY_pQl'r*/$xxVrk+/jMa>SKgk olL%9tz0WЃLrcxlx4{'0THeya~?KjVom1|iuE8%Q ^UnӚޣx/"惌v!hĩ.pߍuAfw3~Ƹ1&q8neep@$uV"%.N f JdN/W*o4 I 4h]rnޤ (ꟗC'qiEL{ ̪Öa)3L֔c"/Fq%<,bq ^L"Noq# &&t~iqM4mVq]aHBLr@ 8!xi_` EFg;UY"?6o-EB 3ɐ LhW޴,B X1de+OL2e6u?gz&Dr⡣药$ɤm7gd4mrrJW.ӝ|e6 N F9ΑqB7(czg< [ZtdowR6:L~@Qwί4bꪪfz<П5L )Cfb$#"W;6Ue5!WJO/{;<9K$qDvӖy KG $GoyVwǙvx>ޟ0lÒS SY kDy(wzlQP?7:TiXpL,cd$#\ؚ9=D%@GGZ($K^\A4HnH>L@gRx6ـ콇:k$n_8(<`S50Q1)r9Xgׂnxy69rȀ!| ="c^rʰ[ïrVz8 x=VZ]wL ^*5Pb"YrGAXz,gH4v KԮAJnRBf|/?kC߰ؿNQ Xlfm,ͺ͠R@]dmxkd=!u.r D+ r֟0 BoW0ċ*r8z}w.ق@agَ3} M❉_PU/-:ulyM "~#Sc  RF02uޠB{==~"ݿI*#X(zFv;ZC/򰮄J+L'O{i__<K* =YH;l#TQX|lE'=岚fiV(yI Mir5%pѸ-Rxr0||l MǢw4&|^N[޷kR$E`,\q~θPS4/ \oqJ|r7(5J9V&3,gU| 7fIs?8w!(QLL䚿@6[Ox3aP@SVl/ivp}x@ (a ԋyKdi#ըaxk)BO;oّn0ŹWϔ@;#tXJO |}PM=N2B٬  G(SɈ`452KTd1A,Є5..}͋ZIN[|"uNm;%egx]ɆGD!^kjo&` $Շ:Og zwѾF_Y0wpɦYdj5:?F^\i] ;| }ttHn|'yF.+:̸^RG~j!! +1F< V8XWܢTx-h+QUz^:lpDFbJlN1N AH3vնvP_?NSwjZ^%y˨.}9MZUϓXh*bOVd: <nmKMflD7Ve)U%d?x$aYe Ģlas+NeH*KTb7uɎlj{k;j/}kE(P)vgx# M [M \l(etH *Y)=2v?QRɍ/w rApHsO r#T+!&BfrȎ(VTb)0ֶK'aĖi2)kT>"sHE:0)L;$Z0bz ^2"9+{cfsRqr#^VR|4|LȃR&VKʪ̸#R!0wbt8ݞrljX]?̷܂BmU,Ԣ(V ʪ]Pd34cnVWe@U~(*$2Z Z+LK ¢\dTHhl.nNO+?8,>:uygvBxzmbXn!UN${^2Җ0UX@VrT%%YoXt K+r; N4[N2 $GQRr.'7SRQ%IKƳVKܗ(FG# H7O8S] bTE{hP%OH jwͨ(feqv8qF E`ex@.8jbaeSGfX+>EO$7`RY@:pZ38@bRU lϪ6zvT$ 0Lo Ӎ9\ǖ'!;_\k.qOO5cX^9HAPO)3!Ѳ?ǴrڬMw I`2wOz N '_T5ݑdV1],9cc=pa@$r($c3F$,&'WpkEQʺzD+DS+'A(`HqN#;<#B p0Oc0y7|bGPn|{>aHm6+b/]T#J~BkA@G^$Eg&Q*` 0J@.n#7y+~i!_ ޟJe7[I ciL R AvլčHCW!\wM#ZTtp^f04(-x=ɛǣH 6ޘ PoZ 2 WfhN8rSC@LMV_/)!,X\oȽ%cd:֔"N+c#͢RGts%e@΢;_Mvm+u8 fX[ Qc pYV!;] %7%{lL] p-(㛺\.%YCyǑo飫2dQ}ZS<~TTYcɪ٤L"*A@ǰ>QR«oc{U9qxNד_-6~_ŌB;\ 1xdfuڣ$͘.*LviM zJ5~w5N@#wq{nEg8EXI DOj: 3]8g,299XoQ 1%=(T>؃̝no ߑv"LQ*7UZ.!e06BGma7NsB%hp4ŵ@J襪ߠE<\u6MS¢v^k׍'ߐ_Ht]ya72I1H}{:,n@!|*Sjq/Dp7uu˔ _D^>{J0J\=oFu_#"&6({ *`0t˦c$+I=!e#YifeXZZ[ujqy@g%!BV 94eX]i={Tj@y[|~Neg.# "9ߵQuU-ڄk< F;H{;3z*>[. f2&:2t5Fd5;~'9sKSA @',:B:s*̛;.}([| D6?Tws?Sa8Ƀ(X ZP W_a P71;32ɄØh}ІU! "$ε,fd0ÜGDb<-Ra[גm$s| Qcۧ+*hy\3v׻OTԳ)GN? hi42Ct'eK>q)T @v@+e; @M*9T\bBmc]8{6 ,j~,ׂAz3"V\Y,T(7Q3(Ʀ"Һ_Cu)t:Z\CmeY@,r|mЛq[wv'!P$UhY*sṕ.`G Amqdi_WwT+WD>+"s'd8e3cztXJ~Ȅyڕ?lnk憬IGMXfx*BT2Z%<<^\b4sr ihu ]b3 /W?gb6x3g?4CFDm>)i(ǻ G4~׍e_N EEp1 8\۾+"ގ'lT\%Dq .rm){z"C4pL=8CyAGc<%!mdII |n@rJ-nr_A;sTF_%X5HD>llv\2؈-FbܐFP2y/eJ7HD"D|x^J;ỏGx/Q*4&`hPpcnmㆿ4=XUNYڋl܈>K dgHkå?$ !dy*9{}9 CmS7RC쌜Bǹ=$:jAa9Fw/h-4P :)HP83d3B )6KK۶3B3Ŏhjm H+a%͹8Nqwޅ'[~P< 'ry}3-~q;3MwWj(fu9tzzWDa1sr Y_kA3cqSigC V-Rk`PE&!(6V@V ]^ 5B}e,J T!$_KSSz_ռSWN2Ku138.7 ;NynBpS͟B gKY,jH%Xz\ƤhcY$x w@f8lOdȶz>G\kwi3L6Xv18"vKS+ -4m-Hw{\xJ1! [NhZ͆7&\ȾGy6O@6d%fZwN)w6Ws}w Ӧ7WYN;&4,Ң4C5b;˯lMQ"\) \`+J&݅oﱄ'"/u,5# j:mFiv3 Bq㐈8 פ* di,1 MwAVQG@]~&v *ͣٵ["pԤ3.v ̽\]WgC{#06 *QVq% AM:9=V{*+q͗v;j?Gfk4<)e_%ȞeJR`G_A,돇q>f81>uz"9uSE٘7`Rdݑ'R$0Q]5NץW)ПyZ1 BErN$WB>3{~1VS`~nDG)uL(~yӣxy1p_4Z} ZΦ2avR!^U^&AϜbf[)eZ6JQo0p$aqI8{ Fy]Xٔ%cHeTrq=O1 =EEOOfPK3}'L2M$*o 1X(ϺKb2z0] ej8D ?zD(Anh$o[ |W8jj_DOfn|2,+5%H Ȩ2xVrRcga^8-A-Ǩ. 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CLIl9QRxlt#y^WWjaWK/ĕ´wcRPIKxbߞ|s4!* {ZJ9)$vb$dXNf9m'RsSC 2/B- \W3S,8X%еbp [3=( jn"qeweJ;Р z>8€]/ͺf*x(&d*>­(9/~OvXt\ӣup 5|lMX8`ĪhV/2N0["AdyYJ׃FƑ԰/6&k y>o:ʃ[SOkU95T9v/ט ^Aظ{[t@S^#|A=1llP{='|D !\D&ѐr2K'$b N*G&Vݾm Ժ:S@M0RwXKALn2;yx<ܐAoyQ!mN.w {VDK#e,)c(0scW1rmLo6;cxmTw~LNq}tq`L̢ HU7l;JoXtP`wt;~#!8VKNaꖿ O>d" 9UX ݺ(Cxtvf.:xNe.Ia~ { ayg]<11kLwl u:UyH;ٯgo7fj6_j`*|g5U7"TY[ \RNuCص}]pen)C6R@6ԅQPashb)1g[ȷwF-azk3Ȏ}CVb; h"l%u88\{Z S(mr9o`nB'z^FeIb"HIq@)/k(%b#QP0NR w5]8VfU&DmŦ"Qfs}稍 2m&"݄?ƙhKj1P!YӱɧeR=Pk6^[^mh%KJWI5y.b0nv۝`u8C%@ic2Y5PI0]%4:j0x53ozc VC)em B|BFNj6s PeHk[3qYk@?G (_`y?lm#jdvg9H0A_%\蝠8IMN[R z!@}^Km9-^ֿvY:$( ӸY2Oa7/N6rg-L >9A6HT},-sxˋRߝ:'ɧ0oAT$G MrOtpX+Uds*v;%W ֭%P^ G0DHb.TӞ\t˸Ѱ-:a=Kq5e]5dwE(;އhP/h+OE6Y hc.ΫFlq;2+9f55?hK h, R)q.zSa8 ѨGa3 9^=a1I{ݹAUΆ@ԛo\%,R4>+2a)8}驍j p9fPv`f]gd8XaJE^/$޽U4LF3k'BSU @n)Ǒ (V.I<^" DZ3wz+{.): UJ {º}'ō're9_3'tfO7/c9g5,uZmeáO$Vp8[w_ޝKf>u T7ո!k",o B՚z'kJ 4e;!Σ!_|FY%So 0d z05q!27z5SDS\+u* T~wָimPc>|6 sd[7o*4I۪! D9;"JKGfQVc0Q J#nY,LC+U@@Oj"KvgXhQ-ƹRbv ġ#hFor@:(ut ~=J$qiJ3b W:JKǑd_ ܟEK< pVF q(E+n"Ѐ6B1Agxf>%_ ${x#Tpzhmr-4q1,=4;`~eɐLZzܭ-U.D~BV{8L+a31&VȾkO'_JfP U$b?ٿYweO ׽zp;V˛ &2~B,Vrte\a/,u)\(ng-tLm)[A+c'lG).qt;M(b yQF@4?~@`a<{;hDWsU FCG _[+%E.)1A3 nZC7*frP5 hf7)'[*WQuDU2;dHkK h er,X\?X,oU#D>@ Ƙ6g {# 7/I^f.BU74zua07Cv5򎖝&\KLzbn _8|<+Nzߨ}?۟aZL)$^4o\ѓ{_n3%H6۫\|R"c2Nf@1 fXs &#߱Kw rbax4-U$sJXЋ,0wx !?Ő3-or}U}Wƹd~Urkj=l iݲ=Hږr[zvՈMBDa[(o">MI Aq^kAsdGKozgp =JGX$ؗꢧ*LM29.fv{._Ma@8`͔Ged>g2s_cJ?`,(J)4LnKeE"cI%"*Ne]YDzGKY (Y#HGxF<+>Jzs ƭdun<1nlN8$! u>a] ql=e ܎ͬXg&Kxܧew/M\{BQ7޷'=dg =10!cTzBfødkUzr/@; M/etUQLfkȅ3a7B䫀m2Π>mǏQBZ7+qGH}M^͖.ҿ@f Y^vMXfeawāGK(F.e= lһTe>/܉0hƟ~9|P n=fbHkxRL ׻i?#͡^s#-{f\y <_p_tpi&aP6Vҙ|o5Ky]ָ@}C73D{+F ֻwhR}~AѽC~#eDB(ofN_x4a7%|t^+&1&!qUՔ8ExN~,o*wϦ&),jIk$zIΌont!&d Vx g襱7. ii?W@$[FGƜX)Oro+6}^z= =wkU endstream endobj 824 0 obj << /Length1 1647 /Length2 15607 /Length3 0 /Length 17254 >> stream %!PS-AdobeFont-1.0: NimbusRomNo9L-ReguItal 1.05 %%CreationDate: Wed Dec 22 1999 % Copyright (URW)++,Copyright 1999 by (URW)++ Design & Development % (URW)++,Copyright 1999 by (URW)++ Design & Development % See the file COPYING (GNU General Public License) for license conditions. % As a special exception, permission is granted to include this font % program in a Postscript or PDF file that consists of a document that % contains text to be displayed or printed using this font, regardless % of the conditions or license applying to the document itself. 12 dict begin /FontInfo 10 dict dup begin /version (1.05) readonly def /Notice ((URW)++,Copyright 1999 by (URW)++ Design & Development. See the file COPYING (GNU General Public License) for license conditions. As a special exception, permission is granted to include this font program in a Postscript or PDF file that consists of a document that contains text to be displayed or printed using this font, regardless of the conditions or license applying to the document itself.) readonly def /Copyright (Copyright (URW)++,Copyright 1999 by (URW)++ Design & Development) readonly def /FullName (Nimbus Roman No9 L Regular Italic) readonly def /FamilyName (Nimbus Roman No9 L) readonly def /Weight (Regular) readonly def /ItalicAngle -15.5 def /isFixedPitch false def /UnderlinePosition -100 def /UnderlineThickness 50 def end readonly def /FontName /FUXOLK+NimbusRomNo9L-ReguItal def /PaintType 0 def /WMode 0 def /FontBBox {-169 -270 1010 924} readonly def /FontType 1 def /FontMatrix [0.001 0.0 0.0 0.001 0.0 0.0] readonly def /Encoding StandardEncoding def currentdict end currentfile eexec oc;jtD[1ƅpTo9`.:ypJ*l'e}#)&7+/^ W{LZ60VQR^λ3r)#v$p~c&'ſ+ %;a~!ty`rcv7u w {u#n"oCz2(\Bsh0zhC=# 7|F#c;0+JUvXؖ 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>> stream %!PS-Adobe-3.0 Resource-CMap %%DocumentNeededResources: ProcSet (CIDInit) %%IncludeResource: ProcSet (CIDInit) %%BeginResource: CMap (TeX-cmmi6-builtin-0) %%Title: (TeX-cmmi6-builtin-0 TeX cmmi6-builtin 0) %%Version: 1.000 %%EndComments /CIDInit /ProcSet findresource begin 12 dict begin begincmap /CIDSystemInfo << /Registry (TeX) /Ordering (cmmi6-builtin) /Supplement 0 >> def /CMapName /TeX-cmmi6-builtin-0 def /CMapType 2 def 1 begincodespacerange <00> endcodespacerange 20 beginbfrange <07> <08> <03A5> <0B> <0E> <03B1> <10> <15> <03B6> <17> <18> <03BD> <19> <1A> <03C0> <1B> <1D> <03C3> <1F> <21> <03C7> <28> <29> <21BC> <2A> <2B> <21C0> <30> <39> <0030> <41> <5A> <0041> <5B> <5D> <266D> <61> <7A> <0061> <03A5> <03B1> <03B6> <03BD> <03C0> <03C3> <03C7> endbfrange 48 beginbfchar <00> <0393> <01> <2206> <02> <0398> <03> <039B> <04> <039E> <05> <03A0> <06> <03A3> <09> <03A8> <0A> <2126> <0F> <03F5> <16> <00B5> <1E> <03D5> <22> <03B5> <23> <03D1> <24> <03D6> <25> <03F1> <26> <03C2> <27> <03C6> <2E> <25B7> <2F> <25C1> <3A> <002E> <3B> <002C> <3C> <003C> <3D> <002F> <3E> <003E> <3F> <22C6> <40> <2202> <5E> <2323> <5F> <2322> <60> <2113> <7B> <0131> <7C> <0237> <7D> <2118> <7E> <20D7> <80> <03C8> <0020> <0393> <2206> <0398> <039B> <039E> <03A0> <03A3> <03A8> <2126> <03F5> <00B5> <03D5> endbfchar endcmap CMapName currentdict /CMap defineresource pop end end %%EndResource %%EOF endstream endobj 831 0 obj << /Length 1530 >> stream %!PS-Adobe-3.0 Resource-CMap %%DocumentNeededResources: ProcSet (CIDInit) %%IncludeResource: ProcSet (CIDInit) %%BeginResource: CMap (TeX-cmmi7-builtin-0) %%Title: (TeX-cmmi7-builtin-0 TeX cmmi7-builtin 0) %%Version: 1.000 %%EndComments /CIDInit /ProcSet findresource begin 12 dict begin begincmap /CIDSystemInfo << /Registry (TeX) /Ordering (cmmi7-builtin) /Supplement 0 >> def /CMapName /TeX-cmmi7-builtin-0 def /CMapType 2 def 1 begincodespacerange <00> endcodespacerange 20 beginbfrange <07> <08> <03A5> <0B> <0E> <03B1> <10> <15> <03B6> <17> <18> <03BD> <19> <1A> <03C0> <1B> <1D> <03C3> <1F> <21> <03C7> <28> <29> <21BC> <2A> <2B> <21C0> <30> <39> <0030> <41> <5A> <0041> <5B> <5D> <266D> <61> <7A> <0061> <03A5> <03B1> <03B6> <03BD> <03C0> <03C3> <03C7> endbfrange 48 beginbfchar <00> <0393> <01> <2206> <02> <0398> <03> <039B> <04> <039E> <05> <03A0> <06> <03A3> <09> <03A8> <0A> <2126> <0F> <03F5> <16> <00B5> <1E> <03D5> <22> <03B5> <23> <03D1> <24> <03D6> <25> <03F1> <26> <03C2> <27> <03C6> <2E> <25B7> <2F> <25C1> <3A> <002E> <3B> <002C> <3C> <003C> <3D> <002F> <3E> <003E> <3F> <22C6> <40> <2202> <5E> <2323> <5F> <2322> <60> <2113> <7B> <0131> <7C> <0237> <7D> <2118> <7E> <20D7> <80> <03C8> <0020> <0393> <2206> <0398> <039B> <039E> <03A0> <03A3> <03A8> <2126> <03F5> <00B5> <03D5> endbfchar endcmap CMapName currentdict /CMap defineresource pop end end %%EndResource %%EOF endstream endobj 832 0 obj << /Length 1530 >> stream %!PS-Adobe-3.0 Resource-CMap %%DocumentNeededResources: ProcSet (CIDInit) %%IncludeResource: ProcSet (CIDInit) %%BeginResource: CMap (TeX-cmmi9-builtin-0) %%Title: (TeX-cmmi9-builtin-0 TeX cmmi9-builtin 0) %%Version: 1.000 %%EndComments /CIDInit /ProcSet findresource begin 12 dict begin begincmap /CIDSystemInfo << /Registry (TeX) /Ordering (cmmi9-builtin) /Supplement 0 >> def /CMapName /TeX-cmmi9-builtin-0 def /CMapType 2 def 1 begincodespacerange <00> endcodespacerange 20 beginbfrange <07> <08> <03A5> <0B> <0E> <03B1> <10> <15> <03B6> <17> <18> <03BD> <19> <1A> <03C0> <1B> <1D> <03C3> <1F> <21> <03C7> <28> <29> <21BC> <2A> <2B> <21C0> <30> <39> <0030> <41> <5A> <0041> <5B> <5D> <266D> <61> <7A> <0061> <03A5> <03B1> <03B6> <03BD> <03C0> <03C3> <03C7> endbfrange 48 beginbfchar <00> <0393> <01> <2206> <02> <0398> <03> <039B> <04> <039E> <05> <03A0> <06> <03A3> <09> <03A8> <0A> <2126> <0F> <03F5> <16> <00B5> <1E> <03D5> <22> <03B5> <23> <03D1> <24> <03D6> <25> <03F1> <26> <03C2> <27> <03C6> <2E> <25B7> <2F> <25C1> <3A> <002E> <3B> <002C> <3C> <003C> <3D> <002F> <3E> <003E> <3F> <22C6> <40> <2202> <5E> <2323> <5F> <2322> <60> <2113> <7B> <0131> <7C> <0237> <7D> <2118> <7E> <20D7> <80> <03C8> <0020> <0393> <2206> <0398> <039B> <039E> <03A0> <03A3> <03A8> <2126> <03F5> <00B5> <03D5> endbfchar endcmap CMapName currentdict /CMap defineresource pop end end %%EndResource %%EOF endstream endobj 833 0 obj << /Length 1540 >> stream %!PS-Adobe-3.0 Resource-CMap %%DocumentNeededResources: ProcSet (CIDInit) %%IncludeResource: ProcSet (CIDInit) %%BeginResource: CMap (TeX-cmmib10-builtin-0) %%Title: (TeX-cmmib10-builtin-0 TeX cmmib10-builtin 0) %%Version: 1.000 %%EndComments /CIDInit /ProcSet findresource begin 12 dict begin begincmap /CIDSystemInfo << /Registry (TeX) /Ordering (cmmib10-builtin) /Supplement 0 >> def /CMapName /TeX-cmmib10-builtin-0 def /CMapType 2 def 1 begincodespacerange <00> endcodespacerange 20 beginbfrange <07> <08> <03A5> <0B> <0E> <03B1> <10> <15> <03B6> <17> <18> <03BD> <19> <1A> <03C0> <1B> <1D> <03C3> <1F> <21> <03C7> <28> <29> <21BC> <2A> <2B> <21C0> <30> <39> <0030> <41> <5A> <0041> <5B> <5D> <266D> <61> <7A> <0061> <03A5> <03B1> <03B6> <03BD> <03C0> <03C3> <03C7> endbfrange 48 beginbfchar <00> <0393> <01> <2206> <02> <0398> <03> <039B> <04> <039E> <05> <03A0> <06> <03A3> <09> <03A8> <0A> <2126> <0F> <03F5> <16> <00B5> <1E> <03D5> <22> <03B5> <23> <03D1> <24> <03D6> <25> <03F1> <26> <03C2> <27> <03C6> <2E> <25B7> <2F> <25C1> <3A> <002E> <3B> <002C> <3C> <003C> <3D> <002F> <3E> <003E> <3F> <22C6> <40> <2202> <5E> <2323> <5F> <2322> <60> <2113> <7B> <0131> <7C> <0237> <7D> <2118> <7E> <20D7> <80> <03C8> <0020> <0393> <2206> <0398> <039B> <039E> <03A0> <03A3> <03A8> <2126> <03F5> <00B5> <03D5> endbfchar endcmap CMapName currentdict /CMap defineresource pop end end %%EndResource %%EOF endstream endobj 834 0 obj << /Length 1535 >> stream %!PS-Adobe-3.0 Resource-CMap %%DocumentNeededResources: ProcSet (CIDInit) %%IncludeResource: ProcSet (CIDInit) %%BeginResource: CMap (TeX-cmmib7-builtin-0) %%Title: (TeX-cmmib7-builtin-0 TeX cmmib7-builtin 0) %%Version: 1.000 %%EndComments /CIDInit /ProcSet findresource begin 12 dict begin begincmap /CIDSystemInfo << /Registry (TeX) /Ordering (cmmib7-builtin) /Supplement 0 >> def /CMapName /TeX-cmmib7-builtin-0 def /CMapType 2 def 1 begincodespacerange <00> endcodespacerange 20 beginbfrange <07> <08> <03A5> <0B> <0E> <03B1> <10> <15> <03B6> <17> <18> <03BD> <19> <1A> <03C0> <1B> <1D> <03C3> <1F> <21> <03C7> <28> <29> <21BC> <2A> <2B> <21C0> <30> <39> <0030> <41> <5A> <0041> <5B> <5D> <266D> <61> <7A> <0061> <03A5> <03B1> <03B6> <03BD> <03C0> <03C3> <03C7> endbfrange 48 beginbfchar <00> <0393> <01> <2206> <02> <0398> <03> <039B> <04> <039E> <05> <03A0> <06> <03A3> <09> <03A8> <0A> <2126> <0F> <03F5> <16> <00B5> <1E> <03D5> <22> <03B5> <23> <03D1> <24> <03D6> <25> <03F1> <26> <03C2> <27> <03C6> <2E> <25B7> <2F> <25C1> <3A> <002E> <3B> <002C> <3C> <003C> <3D> <002F> <3E> <003E> <3F> <22C6> <40> <2202> <5E> <2323> <5F> <2322> <60> <2113> <7B> <0131> <7C> <0237> <7D> <2118> <7E> <20D7> <80> <03C8> <0020> <0393> <2206> <0398> <039B> <039E> <03A0> <03A3> <03A8> <2126> <03F5> <00B5> <03D5> endbfchar endcmap CMapName currentdict /CMap defineresource pop end end %%EndResource %%EOF endstream endobj 835 0 obj << /Length 1724 >> stream %!PS-Adobe-3.0 Resource-CMap %%DocumentNeededResources: ProcSet (CIDInit) %%IncludeResource: ProcSet (CIDInit) %%BeginResource: CMap (TeX-cmr10-builtin-0) %%Title: (TeX-cmr10-builtin-0 TeX cmr10-builtin 0) %%Version: 1.000 %%EndComments /CIDInit /ProcSet findresource begin 12 dict begin begincmap /CIDSystemInfo << /Registry (TeX) /Ordering (cmr10-builtin) /Supplement 0 >> def /CMapName /TeX-cmr10-builtin-0 def /CMapType 2 def 1 begincodespacerange <00> endcodespacerange 7 beginbfrange <07> <08> <03A5> <23> <26> <0023> <28> <3B> <0028> <3F> <5B> <003F> <61> <7A> <0061> <7B> <7C> <2013> <03A5> endbfrange 78 beginbfchar <00> <0393> <01> <2206> <02> <0398> <03> <039B> <04> <039E> <05> <03A0> <06> <03A3> <09> <03A8> <0A> <2126> <0B> <00660066> <0C> <00660069> <0D> <0066006C> <0E> <006600660069> <0F> <00660066006C> <10> <0131> <11> <0237> <12> <0060> <13> <00B4> <14> <02C7> <15> <02D8> <16> <00AF> <17> <02DA> <18> <00B8> <19> <00DF> <1A> <00E6> <1B> <0153> <1C> <00F8> <1D> <00C6> <1E> <0152> <1F> <00D8> <21> <0021> <22> <201D> <27> <2019> <3C> <00A1> <3D> <003D> <3E> <00BF> <5C> <201C> <5D> <005D> <5E> <02C6> <5F> <02D9> <60> <2018> <7D> <02DD> <7E> <02DC> <7F> <00A8> <0020> <0393> <2206> <0398> <039B> <039E> <03A0> <03A3> <03A8> <00AD> <00A0> <2126> <00660066> <00660069> <0066006C> <006600660069> <00660066006C> <0131> <0237> <0060> <00B4> <02C7> <02D8> <00AF> <02DA> <00B8> <00DF> <00E6> <0153> <00F8> <00C6> <0152> <00D8> <00A8> endbfchar endcmap CMapName currentdict /CMap defineresource pop end end %%EndResource %%EOF endstream endobj 836 0 obj << /Length 1719 >> stream %!PS-Adobe-3.0 Resource-CMap %%DocumentNeededResources: ProcSet (CIDInit) %%IncludeResource: ProcSet (CIDInit) %%BeginResource: CMap (TeX-cmr7-builtin-0) %%Title: (TeX-cmr7-builtin-0 TeX cmr7-builtin 0) %%Version: 1.000 %%EndComments /CIDInit /ProcSet findresource begin 12 dict begin begincmap /CIDSystemInfo << /Registry (TeX) /Ordering (cmr7-builtin) /Supplement 0 >> def /CMapName /TeX-cmr7-builtin-0 def /CMapType 2 def 1 begincodespacerange <00> endcodespacerange 7 beginbfrange <07> <08> <03A5> <23> <26> <0023> <28> <3B> <0028> <3F> <5B> <003F> <61> <7A> <0061> <7B> <7C> <2013> <03A5> endbfrange 78 beginbfchar <00> <0393> <01> <2206> <02> <0398> <03> <039B> <04> <039E> <05> <03A0> <06> <03A3> <09> <03A8> <0A> <2126> <0B> <00660066> <0C> <00660069> <0D> <0066006C> <0E> <006600660069> <0F> <00660066006C> <10> <0131> <11> <0237> <12> <0060> <13> <00B4> <14> <02C7> <15> <02D8> <16> <00AF> <17> <02DA> <18> <00B8> <19> <00DF> <1A> <00E6> <1B> <0153> <1C> <00F8> <1D> <00C6> <1E> <0152> <1F> <00D8> <21> <0021> <22> <201D> <27> <2019> <3C> <00A1> <3D> <003D> <3E> <00BF> <5C> <201C> <5D> <005D> <5E> <02C6> <5F> <02D9> <60> <2018> <7D> <02DD> <7E> <02DC> <7F> <00A8> <0020> <0393> <2206> <0398> <039B> <039E> <03A0> <03A3> <03A8> <00AD> <00A0> <2126> <00660066> <00660069> <0066006C> <006600660069> <00660066006C> <0131> <0237> <0060> <00B4> <02C7> <02D8> <00AF> <02DA> <00B8> <00DF> <00E6> <0153> <00F8> <00C6> <0152> <00D8> <00A8> endbfchar endcmap CMapName currentdict /CMap defineresource pop end end %%EndResource %%EOF endstream endobj 837 0 obj << /Length 1719 >> stream %!PS-Adobe-3.0 Resource-CMap %%DocumentNeededResources: ProcSet (CIDInit) %%IncludeResource: ProcSet (CIDInit) %%BeginResource: CMap (TeX-cmr9-builtin-0) %%Title: (TeX-cmr9-builtin-0 TeX cmr9-builtin 0) %%Version: 1.000 %%EndComments /CIDInit /ProcSet findresource begin 12 dict begin begincmap /CIDSystemInfo << /Registry (TeX) /Ordering (cmr9-builtin) /Supplement 0 >> def /CMapName /TeX-cmr9-builtin-0 def /CMapType 2 def 1 begincodespacerange <00> endcodespacerange 7 beginbfrange <07> <08> <03A5> <23> <26> <0023> <28> <3B> <0028> <3F> <5B> <003F> <61> <7A> <0061> <7B> <7C> <2013> <03A5> endbfrange 78 beginbfchar <00> <0393> <01> <2206> <02> <0398> <03> <039B> <04> <039E> <05> <03A0> <06> <03A3> <09> <03A8> <0A> <2126> <0B> <00660066> <0C> <00660069> <0D> <0066006C> <0E> <006600660069> <0F> <00660066006C> <10> <0131> <11> <0237> <12> <0060> <13> <00B4> <14> <02C7> <15> <02D8> <16> <00AF> <17> <02DA> <18> <00B8> <19> <00DF> <1A> <00E6> <1B> <0153> <1C> <00F8> <1D> <00C6> <1E> <0152> <1F> <00D8> <21> <0021> <22> <201D> <27> <2019> <3C> <00A1> <3D> <003D> <3E> <00BF> <5C> <201C> <5D> <005D> <5E> <02C6> <5F> <02D9> <60> <2018> <7D> <02DD> <7E> <02DC> <7F> <00A8> <0020> <0393> <2206> <0398> <039B> <039E> <03A0> <03A3> <03A8> <00AD> <00A0> <2126> <00660066> <00660069> <0066006C> <006600660069> <00660066006C> <0131> <0237> <0060> <00B4> <02C7> <02D8> <00AF> <02DA> <00B8> <00DF> <00E6> <0153> <00F8> <00C6> <0152> <00D8> <00A8> endbfchar endcmap CMapName currentdict /CMap defineresource pop end end %%EndResource %%EOF endstream endobj 838 0 obj << /Length 2050 >> stream %!PS-Adobe-3.0 Resource-CMap %%DocumentNeededResources: ProcSet (CIDInit) %%IncludeResource: ProcSet (CIDInit) %%BeginResource: CMap (TeX-cmsy10-builtin-0) %%Title: (TeX-cmsy10-builtin-0 TeX cmsy10-builtin 0) %%Version: 1.000 %%EndComments /CIDInit /ProcSet findresource begin 12 dict begin begincmap /CIDSystemInfo << /Registry (TeX) /Ordering (cmsy10-builtin) /Supplement 0 >> def /CMapName /TeX-cmsy10-builtin-0 def /CMapType 2 def 1 begincodespacerange <00> endcodespacerange 27 beginbfrange <08> <0C> <2295> <12> <13> <2286> <14> <15> <2264> <16> <17> <2AAF> <1A> <1B> <2282> <1C> <1D> <226A> <1E> <1F> <227A> <23> <24> <2193> <25> <26> <2197> <2B> <2C> <21D3> <3E> <3F> <22A4> <41> <5A> <0041> <5E> <5F> <2227> <60> <61> <22A2> <62> <63> <230A> <64> <65> <2308> <68> <69> <27E8> <76> <77> <2291> <79> <7A> <2020> <2295> <2297> <2286> <2264> <2AAF> <2282> <226A> <227A> endbfrange 81 beginbfchar <00> <2212> <01> <00B7> <02> <00D7> <03> <2217> <04> <00F7> <05> <22C4> <06> <00B1> <07> <2213> <0D> <20DD> <0E> <25E6> <0F> <2022> <10> <224D> <11> <2261> <18> <223C> <19> <2248> <20> <2190> <21> <2192> <22> <2191> <27> <2243> <28> <21D0> <29> <21D2> <2A> <21D1> <2D> <2196> <2E> <2199> <2F> <221D> <30> <2032> <31> <221E> <32> <2208> <33> <220B> <34> <25B3> <35> <25BD> <36> <0338> <38> <2200> <39> <2203> <3A> <00AC> <3B> <2205> <3C> <211C> <3D> <2111> <40> <2135> <5B> <222A> <5C> <2229> <5D> <228E> <66> <007B> <67> <007D> <6A> <007C> <6B> <2225> <6C> <2195> <6D> <21D5> <6E> <005C> <6F> <2240> <70> <221A> <71> <2A3F> <72> <2207> <73> <222B> <74> <2294> <75> <2293> <78> <00A7> <7B> <00B6> <7C> <2663> <7D> <2662> <7E> <2661> <7F> <2660> <80> <2190> <0020> <2212> <00B7> <00D7> <2217> <00F7> <22C4> <00B1> <2213> <20DD> <25E6> <2022> <224D> <2261> <223C> <2248> <2190> <2660> endbfchar endcmap CMapName currentdict /CMap defineresource pop end end %%EndResource %%EOF endstream endobj 839 0 obj << /Length 2045 >> stream %!PS-Adobe-3.0 Resource-CMap %%DocumentNeededResources: ProcSet (CIDInit) %%IncludeResource: ProcSet (CIDInit) %%BeginResource: CMap (TeX-cmsy7-builtin-0) %%Title: (TeX-cmsy7-builtin-0 TeX cmsy7-builtin 0) %%Version: 1.000 %%EndComments /CIDInit /ProcSet findresource begin 12 dict begin begincmap /CIDSystemInfo << /Registry (TeX) /Ordering (cmsy7-builtin) /Supplement 0 >> def /CMapName /TeX-cmsy7-builtin-0 def /CMapType 2 def 1 begincodespacerange <00> endcodespacerange 27 beginbfrange <08> <0C> <2295> <12> <13> <2286> <14> <15> <2264> <16> <17> <2AAF> <1A> <1B> <2282> <1C> <1D> <226A> <1E> <1F> <227A> <23> <24> <2193> <25> <26> <2197> <2B> <2C> <21D3> <3E> <3F> <22A4> <41> <5A> <0041> <5E> <5F> <2227> <60> <61> <22A2> <62> <63> <230A> <64> <65> <2308> <68> <69> <27E8> <76> <77> <2291> <79> <7A> <2020> <2295> <2297> <2286> <2264> <2AAF> <2282> <226A> <227A> endbfrange 81 beginbfchar <00> <2212> <01> <00B7> <02> <00D7> <03> <2217> <04> <00F7> <05> <22C4> <06> <00B1> <07> <2213> <0D> <20DD> <0E> <25E6> <0F> <2022> <10> <224D> <11> <2261> <18> <223C> <19> <2248> <20> <2190> <21> <2192> <22> <2191> <27> <2243> <28> <21D0> <29> <21D2> <2A> <21D1> <2D> <2196> <2E> <2199> <2F> <221D> <30> <2032> <31> <221E> <32> <2208> <33> <220B> <34> <25B3> <35> <25BD> <36> <0338> <38> <2200> <39> <2203> <3A> <00AC> <3B> <2205> <3C> <211C> <3D> <2111> <40> <2135> <5B> <222A> <5C> <2229> <5D> <228E> <66> <007B> <67> <007D> <6A> <007C> <6B> <2225> <6C> <2195> <6D> <21D5> <6E> <005C> <6F> <2240> <70> <221A> <71> <2A3F> <72> <2207> <73> <222B> <74> <2294> <75> <2293> <78> <00A7> <7B> <00B6> <7C> <2663> <7D> <2662> <7E> <2661> <7F> <2660> <80> <2190> <0020> <2212> <00B7> <00D7> <2217> <00F7> <22C4> <00B1> <2213> <20DD> <25E6> <2022> <224D> <2261> <223C> <2248> <2190> <2660> endbfchar endcmap CMapName currentdict /CMap defineresource pop end end %%EndResource %%EOF endstream endobj 840 0 obj << /Length 2045 >> stream %!PS-Adobe-3.0 Resource-CMap %%DocumentNeededResources: ProcSet (CIDInit) %%IncludeResource: ProcSet (CIDInit) %%BeginResource: CMap (TeX-cmsy9-builtin-0) %%Title: (TeX-cmsy9-builtin-0 TeX cmsy9-builtin 0) %%Version: 1.000 %%EndComments /CIDInit /ProcSet findresource begin 12 dict begin begincmap /CIDSystemInfo << /Registry (TeX) /Ordering (cmsy9-builtin) /Supplement 0 >> def /CMapName /TeX-cmsy9-builtin-0 def /CMapType 2 def 1 begincodespacerange <00> endcodespacerange 27 beginbfrange <08> <0C> <2295> <12> <13> <2286> <14> <15> <2264> <16> <17> <2AAF> <1A> <1B> <2282> <1C> <1D> <226A> <1E> <1F> <227A> <23> <24> <2193> <25> <26> <2197> <2B> <2C> <21D3> <3E> <3F> <22A4> <41> <5A> <0041> <5E> <5F> <2227> <60> <61> <22A2> <62> <63> <230A> <64> <65> <2308> <68> <69> <27E8> <76> <77> <2291> <79> <7A> <2020> <2295> <2297> <2286> <2264> <2AAF> <2282> <226A> <227A> endbfrange 81 beginbfchar <00> <2212> <01> <00B7> <02> <00D7> <03> <2217> <04> <00F7> <05> <22C4> <06> <00B1> <07> <2213> <0D> <20DD> <0E> <25E6> <0F> <2022> <10> <224D> <11> <2261> <18> <223C> <19> <2248> <20> <2190> <21> <2192> <22> <2191> <27> <2243> <28> <21D0> <29> <21D2> <2A> <21D1> <2D> <2196> <2E> <2199> <2F> <221D> <30> <2032> <31> <221E> <32> <2208> <33> <220B> <34> <25B3> <35> <25BD> <36> <0338> <38> <2200> <39> <2203> <3A> <00AC> <3B> <2205> <3C> <211C> <3D> <2111> <40> <2135> <5B> <222A> <5C> <2229> <5D> <228E> <66> <007B> <67> <007D> <6A> <007C> <6B> <2225> <6C> <2195> <6D> <21D5> <6E> <005C> <6F> <2240> <70> <221A> <71> <2A3F> <72> <2207> <73> <222B> <74> <2294> <75> <2293> <78> <00A7> <7B> <00B6> <7C> <2663> <7D> <2662> <7E> <2661> <7F> <2660> <80> <2190> <0020> <2212> <00B7> <00D7> <2217> <00F7> <22C4> <00B1> <2213> <20DD> <25E6> <2022> <224D> <2261> <223C> <2248> <2190> <2660> endbfchar endcmap CMapName currentdict /CMap defineresource pop end end %%EndResource %%EOF endstream endobj 841 0 obj << /Length 1907 >> stream %!PS-Adobe-3.0 Resource-CMap %%DocumentNeededResources: ProcSet (CIDInit) %%IncludeResource: ProcSet (CIDInit) %%BeginResource: CMap (TeX-msbm10-builtin-0) %%Title: (TeX-msbm10-builtin-0 TeX msbm10-builtin 0) %%Version: 1.000 %%EndComments /CIDInit /ProcSet findresource begin 12 dict begin begincmap /CIDSystemInfo << /Registry (TeX) /Ordering (msbm10-builtin) /Supplement 0 >> def /CMapName /TeX-msbm10-builtin-0 def /CMapType 2 def 1 begincodespacerange <00> endcodespacerange 32 beginbfrange <00> <01> <2268> <02> <03> <2270> <04> <05> <226E> <06> <07> <2280> <08> <09> <2268> <0C> <0D> <2A87> <10> <11> <22E8> <16> <17> <2AB5> <18> <19> <2AB9> <1A> <1B> <2A89> <1E> <1F> <29F8> <20> <21> <228A> <24> <25> <2ACB> <28> <29> <228A> <2A> <2B> <2288> <36> <37> <22EA> <38> <39> <219A> <41> <5A> <0041> <6C> <6D> <22D6> <6E> <6F> <22C9> <78> <79> <21B6> <2268> <2270> <226E> <2280> <2268> <2A87> <22E8> <2AB5> <2AB9> <2A89> <29F8> endbfrange 57 beginbfchar <0A> <2A7D0338> <0B> <2A7E0338> <0E> <2AAF0338> <0F> <2AB00338> <14> <22660338> <15> <22670338> <1C> <2241> <1D> <2247> <22> <2AC50338> <23> <2AC60338> <2C> <2226> <2D> <2224> <30> <22AC> <31> <22AE> <32> <22AD> <33> <22AF> <34> <22ED> <35> <22EC> <3A> <21CD> <3B> <21CF> <3C> <21CE> <3D> <21AE> <3E> <22C7> <3F> <2205> <40> <2204> <60> <2132> <61> <2141> <66> <2127> <67> <00F0> <68> <2242> <69> <2136> <6A> <05D2> <6B> <2138> <72> <2216> <73> <223C> <74> <2248> <75> <224A> <76> <227F> <77> <227E> <7A> <7B> <03BA> <7C> <006B> <7D> <210F> <7E> <210F> <7F> <03F6> <80> <228A> <0020> <2A7D0338> <2A7E0338> <2AAF0338> <2AB00338> <22660338> <22670338> <2241> <2247> <228A> <03F6> endbfchar endcmap CMapName currentdict /CMap defineresource pop end end %%EndResource %%EOF endstream endobj 842 0 obj << /Length 1397 >> stream %!PS-Adobe-3.0 Resource-CMap %%DocumentNeededResources: ProcSet (CIDInit) %%IncludeResource: ProcSet (CIDInit) %%BeginResource: CMap (TeX-pcrr8r-8r-0) %%Title: (TeX-pcrr8r-8r-0 TeX pcrr8r-8r 0) %%Version: 1.000 %%EndComments /CIDInit /ProcSet findresource begin 12 dict begin begincmap /CIDSystemInfo << /Registry (TeX) /Ordering (pcrr8r-8r) /Supplement 0 >> def /CMapName /TeX-pcrr8r-8r-0 def /CMapType 2 def 1 begincodespacerange <00> endcodespacerange 11 beginbfrange <06> <07> <0141> <0E> <0F> <017D> <18> <19> <2264> <20> <26> <0020> <28> <5F> <0028> <61> <7E> <0061> <86> <87> <2020> <93> <94> <201C> <96> <97> <2013> <00A1> <00AE> endbfrange 49 beginbfchar <01> <02D9> <02> <00660069> <03> <0066006C> <04> <2044> <05> <02DD> <08> <02DB> <09> <02DA> <0B> <02D8> <0C> <2212> <10> <02C7> <11> <0131> <12> <0237> <13> <00660066> <14> <006600660069> <15> <00660066006C> <16> <2260> <17> <221E> <1A> <2202> <1B> <2211> <1C> <220F> <1D> <03C0> <1E> <0060> <1F> <0027> <27> <2019> <60> <2018> <80> <20AC> <81> <222B> <82> <201A> <83> <0192> <84> <201E> <85> <2026> <88> <02C6> <89> <2030> <8A> <0160> <8B> <2039> <8C> <0152> <8D> <2126> <8E> <221A> <8F> <2248> <95> <2022> <98> <02DC> <99> <2122> <9A> <0161> <9B> <203A> <9C> <0153> <9D> <2206> <9E> <25CA> <9F> <0178> <002D> endbfchar endcmap CMapName currentdict /CMap defineresource pop end end %%EndResource %%EOF endstream endobj 843 0 obj << /Length 1402 >> stream %!PS-Adobe-3.0 Resource-CMap %%DocumentNeededResources: ProcSet (CIDInit) %%IncludeResource: ProcSet (CIDInit) %%BeginResource: CMap (TeX-pcrro8r-8r-0) %%Title: (TeX-pcrro8r-8r-0 TeX pcrro8r-8r 0) %%Version: 1.000 %%EndComments /CIDInit /ProcSet findresource begin 12 dict begin begincmap /CIDSystemInfo << /Registry (TeX) /Ordering (pcrro8r-8r) /Supplement 0 >> def /CMapName /TeX-pcrro8r-8r-0 def /CMapType 2 def 1 begincodespacerange <00> endcodespacerange 11 beginbfrange <06> <07> <0141> <0E> <0F> <017D> <18> <19> <2264> <20> <26> <0020> <28> <5F> <0028> <61> <7E> <0061> <86> <87> <2020> <93> <94> <201C> <96> <97> <2013> <00A1> <00AE> endbfrange 49 beginbfchar <01> <02D9> <02> <00660069> <03> <0066006C> <04> <2044> <05> <02DD> <08> <02DB> <09> <02DA> <0B> <02D8> <0C> <2212> <10> <02C7> <11> <0131> <12> <0237> <13> <00660066> <14> <006600660069> <15> <00660066006C> <16> <2260> <17> <221E> <1A> <2202> <1B> <2211> <1C> <220F> <1D> <03C0> <1E> <0060> <1F> <0027> <27> <2019> <60> <2018> <80> <20AC> <81> <222B> <82> <201A> <83> <0192> <84> <201E> <85> <2026> <88> <02C6> <89> <2030> <8A> <0160> <8B> <2039> <8C> <0152> <8D> <2126> <8E> <221A> <8F> <2248> <95> <2022> <98> <02DC> <99> <2122> <9A> <0161> <9B> <203A> <9C> <0153> <9D> <2206> <9E> <25CA> <9F> <0178> <002D> endbfchar endcmap CMapName currentdict /CMap defineresource pop end end %%EndResource %%EOF endstream endobj 844 0 obj << /Length 1397 >> stream %!PS-Adobe-3.0 Resource-CMap %%DocumentNeededResources: ProcSet (CIDInit) %%IncludeResource: ProcSet (CIDInit) %%BeginResource: CMap (TeX-phvb8r-8r-0) %%Title: (TeX-phvb8r-8r-0 TeX phvb8r-8r 0) %%Version: 1.000 %%EndComments /CIDInit /ProcSet findresource begin 12 dict begin begincmap /CIDSystemInfo << /Registry (TeX) /Ordering (phvb8r-8r) /Supplement 0 >> def /CMapName /TeX-phvb8r-8r-0 def /CMapType 2 def 1 begincodespacerange <00> endcodespacerange 11 beginbfrange <06> <07> <0141> <0E> <0F> <017D> <18> <19> <2264> <20> <26> <0020> <28> <5F> <0028> <61> <7E> <0061> <86> <87> <2020> <93> <94> <201C> <96> <97> <2013> <00A1> <00AE> endbfrange 49 beginbfchar <01> <02D9> <02> <00660069> <03> <0066006C> <04> <2044> <05> <02DD> <08> <02DB> <09> <02DA> <0B> <02D8> <0C> <2212> <10> <02C7> <11> <0131> <12> <0237> <13> <00660066> <14> <006600660069> <15> <00660066006C> <16> <2260> <17> <221E> <1A> <2202> <1B> <2211> <1C> <220F> <1D> <03C0> <1E> <0060> <1F> <0027> <27> <2019> <60> <2018> <80> <20AC> <81> <222B> <82> <201A> <83> <0192> <84> <201E> <85> <2026> <88> <02C6> <89> <2030> <8A> <0160> <8B> <2039> <8C> <0152> <8D> <2126> <8E> <221A> <8F> <2248> <95> <2022> <98> <02DC> <99> <2122> <9A> <0161> <9B> <203A> <9C> <0153> <9D> <2206> <9E> <25CA> <9F> <0178> <002D> endbfchar endcmap CMapName currentdict /CMap defineresource pop end end %%EndResource %%EOF endstream endobj 845 0 obj << /Length 1397 >> stream %!PS-Adobe-3.0 Resource-CMap %%DocumentNeededResources: ProcSet (CIDInit) %%IncludeResource: ProcSet (CIDInit) %%BeginResource: CMap (TeX-ptmb8r-8r-0) %%Title: (TeX-ptmb8r-8r-0 TeX ptmb8r-8r 0) %%Version: 1.000 %%EndComments /CIDInit /ProcSet findresource begin 12 dict begin begincmap /CIDSystemInfo << /Registry (TeX) /Ordering (ptmb8r-8r) /Supplement 0 >> def /CMapName /TeX-ptmb8r-8r-0 def /CMapType 2 def 1 begincodespacerange <00> endcodespacerange 11 beginbfrange <06> <07> <0141> <0E> <0F> <017D> <18> <19> <2264> <20> <26> <0020> <28> <5F> <0028> <61> <7E> <0061> <86> <87> <2020> <93> <94> <201C> <96> <97> <2013> <00A1> <00AE> endbfrange 49 beginbfchar <01> <02D9> <02> <00660069> <03> <0066006C> <04> <2044> <05> <02DD> <08> <02DB> <09> <02DA> <0B> <02D8> <0C> <2212> <10> <02C7> <11> <0131> <12> <0237> <13> <00660066> <14> <006600660069> <15> <00660066006C> <16> <2260> <17> <221E> <1A> <2202> <1B> <2211> <1C> <220F> <1D> <03C0> <1E> <0060> <1F> <0027> <27> <2019> <60> <2018> <80> <20AC> <81> <222B> <82> <201A> <83> <0192> <84> <201E> <85> <2026> <88> <02C6> <89> <2030> <8A> <0160> <8B> <2039> <8C> <0152> <8D> <2126> <8E> <221A> <8F> <2248> <95> <2022> <98> <02DC> <99> <2122> <9A> <0161> <9B> <203A> <9C> <0153> <9D> <2206> <9E> <25CA> <9F> <0178> <002D> endbfchar endcmap CMapName currentdict /CMap defineresource pop end end %%EndResource %%EOF endstream endobj 846 0 obj << /Length 1397 >> stream %!PS-Adobe-3.0 Resource-CMap %%DocumentNeededResources: ProcSet (CIDInit) %%IncludeResource: ProcSet (CIDInit) %%BeginResource: CMap (TeX-ptmr8r-8r-0) %%Title: (TeX-ptmr8r-8r-0 TeX ptmr8r-8r 0) %%Version: 1.000 %%EndComments /CIDInit /ProcSet findresource begin 12 dict begin begincmap /CIDSystemInfo << /Registry (TeX) /Ordering (ptmr8r-8r) /Supplement 0 >> def /CMapName /TeX-ptmr8r-8r-0 def /CMapType 2 def 1 begincodespacerange <00> endcodespacerange 11 beginbfrange <06> <07> <0141> <0E> <0F> <017D> <18> <19> <2264> <20> <26> <0020> <28> <5F> <0028> <61> <7E> <0061> <86> <87> <2020> <93> <94> <201C> <96> <97> <2013> <00A1> <00AE> endbfrange 49 beginbfchar <01> <02D9> <02> <00660069> <03> <0066006C> <04> <2044> <05> <02DD> <08> <02DB> <09> <02DA> <0B> <02D8> <0C> <2212> <10> <02C7> <11> <0131> <12> <0237> <13> <00660066> <14> <006600660069> <15> <00660066006C> <16> <2260> <17> <221E> <1A> <2202> <1B> <2211> <1C> <220F> <1D> <03C0> <1E> <0060> <1F> <0027> <27> <2019> <60> <2018> <80> <20AC> <81> <222B> <82> <201A> <83> <0192> <84> <201E> <85> <2026> <88> <02C6> <89> <2030> <8A> <0160> <8B> <2039> <8C> <0152> <8D> <2126> <8E> <221A> <8F> <2248> <95> <2022> <98> <02DC> <99> <2122> <9A> <0161> <9B> <203A> <9C> <0153> <9D> <2206> <9E> <25CA> <9F> <0178> <002D> endbfchar endcmap CMapName currentdict /CMap defineresource pop end end %%EndResource %%EOF endstream endobj 847 0 obj << /Length 1402 >> stream %!PS-Adobe-3.0 Resource-CMap %%DocumentNeededResources: ProcSet (CIDInit) %%IncludeResource: ProcSet (CIDInit) %%BeginResource: CMap (TeX-ptmri8r-8r-0) %%Title: (TeX-ptmri8r-8r-0 TeX ptmri8r-8r 0) %%Version: 1.000 %%EndComments /CIDInit /ProcSet 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(table.caption.7)] >> % 862 0 obj << /Names [(table.caption.9) 351 0 R] /Limits [(table.caption.9) (table.caption.9)] >> % 863 0 obj << /Kids [850 0 R 851 0 R 852 0 R 853 0 R 854 0 R 855 0 R] /Limits [(Doc-Start) (figure.caption.4)] >> % 864 0 obj << /Kids [856 0 R 857 0 R 858 0 R 859 0 R 860 0 R 861 0 R] /Limits [(figure.caption.5) (table.caption.7)] >> % 865 0 obj << /Kids [862 0 R] /Limits [(table.caption.9) (table.caption.9)] >> % 866 0 obj << /Kids [863 0 R 864 0 R 865 0 R] /Limits [(Doc-Start) (table.caption.9)] >> % 867 0 obj << /Dests 866 0 R >> % 868 0 obj << /Type /Catalog /Pages 848 0 R /Outlines 849 0 R /Names 867 0 R /PageMode/UseOutlines /OpenAction 78 0 R >> endstream endobj 870 0 obj << /Type /XRef /Index [0 871] /Size 871 /W [1 3 1] /Root 868 0 R /Info 869 0 R /ID [<123B701F753F8822CC8B4841EDC48453> <123B701F753F8822CC8B4841EDC48453>] /Length 4355 >> stream   H G F E5 D  6 C  7 B 8 A9 @: ?R >R =R <R ;6 :9 9 K 8!"L 7#$c 6%&'^_`abc%$Lmm / 0 , * 1 - 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