{"id":"https://openalex.org/W1976717289","doi":"https://doi.org/10.1109/cec.2014.6900395","title":"A hybrid surrogate based algorithm (HSBA) to solve computationally expensive optimization problems","display_name":"A hybrid surrogate based algorithm (HSBA) to solve computationally expensive optimization problems","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W1976717289","doi":"https://doi.org/10.1109/cec.2014.6900395","mag":"1976717289"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2014.6900395","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077555584","display_name":"Hemant Kumar Singh","orcid":"https://orcid.org/0000-0003-1653-232X"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hemant Kumar Singh","raw_affiliation_strings":["School of Engineering and Information Technology University of New South Wales Canberra, Australia#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology University of New South Wales Canberra, Australia#TAB#","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078721084","display_name":"Amitay Isaacs","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amitay Isaacs","raw_affiliation_strings":["[IBM Australia OzLabs, Canberra, Australia]"],"affiliations":[{"raw_affiliation_string":"[IBM Australia OzLabs, Canberra, Australia]","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061883146","display_name":"Tapabrata Ray","orcid":"https://orcid.org/0000-0003-1950-5917"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tapabrata Ray","raw_affiliation_strings":["School of Engineering and Information Technology University of New South Wales Canberra, Australia#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology University of New South Wales Canberra, Australia#TAB#","institution_ids":["https://openalex.org/I31746571"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.293,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":7,"citation_normalized_percentile":{"value":0.735622,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":83,"max":84},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Multiobjective Optimization in Evolutionary Algorithms","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Multiobjective Optimization in Evolutionary Algorithms","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Swarm Intelligence Optimization Algorithms","score":0.9986,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10998","display_name":"Microchannel Heat Transfer and Cooling Technology","score":0.9916,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7400043},{"id":"https://openalex.org/keywords/surrogate-modeling","display_name":"Surrogate Modeling","score":0.581731},{"id":"https://openalex.org/keywords/optimization-applications","display_name":"Optimization Applications","score":0.566956},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle Swarm Optimization","score":0.543806},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-Objective Optimization","score":0.5432},{"id":"https://openalex.org/keywords/nature-inspired-algorithms","display_name":"Nature-Inspired Algorithms","score":0.542596}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7400043},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.71448135},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6576187},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5220535},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.51973534},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.50565815},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5047811},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4494625},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4441878},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.4114099},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19430584},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2014.6900395","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.44}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":15,"referenced_works":["https://openalex.org/W1532738248","https://openalex.org/W1591022951","https://openalex.org/W18216792","https://openalex.org/W1999166304","https://openalex.org/W2012908927","https://openalex.org/W2018044188","https://openalex.org/W2038128936","https://openalex.org/W2054889324","https://openalex.org/W2111811973","https://openalex.org/W2118311688","https://openalex.org/W2132932473","https://openalex.org/W2148563791","https://openalex.org/W2151635674","https://openalex.org/W2162737890","https://openalex.org/W2322726479"],"related_works":["https://openalex.org/W85101999","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W3133779647","https://openalex.org/W2802808995","https://openalex.org/W2780789525","https://openalex.org/W2726551571","https://openalex.org/W2593449396","https://openalex.org/W2391924736","https://openalex.org/W1560122427"],"abstract_inverted_index":{"Engineering":[0],"optimization":[1,106],"problems":[2,107,122],"often":[3],"involve":[4],"multiple":[5],"objectives":[6],"and":[7,47,66,100,129],"constraints":[8],"that":[9],"are":[10,37,64],"computed":[11],"via":[12],"computationally":[13],"expensive":[14],"numerical":[15],"simulations.":[16],"While":[17],"the":[18,22,26,58,78,91,115,120],"severe":[19],"nonlinearity":[20],"of":[21,28,114],"objective/constraint":[23],"functions":[24],"demand":[25],"use":[27],"population":[29,95],"based":[30,62,96],"searches":[31],"(e.g.":[32],"Evolutionary":[33],"Algorithms),":[34],"such":[35],"algorithms":[36,63],"known":[38],"to":[39,45,104],"require":[40],"numerous":[41],"function":[42],"evaluations":[43],"prior":[44],"convergence":[46],"hence":[48],"may":[49],"not":[50],"be":[51],"viable":[52],"in":[53,68],"their":[54,73],"native":[55],"form.":[56],"On":[57],"other":[59],"hand,":[60],"gradient":[61],"fast":[65],"effective":[67],"identifying":[69],"local":[70,98],"optimum,":[71],"but":[72],"performance":[74,113],"is":[75,87,117],"dependent":[76],"on":[77,119,131],"starting":[79],"point.":[80],"In":[81],"this":[82],"paper,":[83],"a":[84],"hybrid":[85],"algorithm":[86,116],"presented,":[88],"which":[89],"exploits":[90],"benefits":[92],"offered":[93],"by":[94],"scheme,":[97],"search":[99],"also":[101],"surrogate":[102],"modeling":[103],"solve":[105],"with":[108],"limited":[109],"computational":[110],"budget.":[111],"The":[112],"reported":[118],"benchmark":[121],"designed":[123],"for":[124],"CEC":[125],"2014":[126],"Special":[127],"Session":[128],"Competition":[130],"Single":[132],"Objective":[133],"Real-Parameter":[134],"Numerical":[135],"Optimization.":[136]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W1976717289","counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2024-09-30T05:05:11.842336","created_date":"2016-06-24"}
