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ORCIDMarko M. Mäkelä
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2020 – today
- 2024
[j34]Mojtaba Nayyeri, Modjtaba Rouhani
, Hadi Sadoghi Yazdi, Marko M. Mäkelä, Alaleh Maskooki, Yury Nikulin:
Correntropy-Based Constructive One Hidden Layer Neural Network. Algorithms 17(1): 49 (2024)- 2023
- [j33]Napsu Karmitsa, Sona Taheri, Kaisa Joki, Pauliina Paasivirta, Adil M. Bagirov, Marko M. Mäkelä:
Nonsmooth Optimization-Based Hyperparameter-Free Neural Networks for Large-Scale Regression. Algorithms 16(9): 444 (2023) - [j32]Anni S. Halkola, Kaisa Joki, Tuomas Mirtti, Marko M. Mäkelä, Tero Aittokallio, Teemu D. Laajala:
OSCAR: Optimal subset cardinality regression using the L0-pseudonorm with applications to prognostic modelling of prostate cancer. PLoS Comput. Biol. 19(3) (2023) - 2021
- [j31]Adil M. Bagirov, Sona Taheri, Kaisa Joki, Napsu Karmitsa, Marko M. Mäkelä:
Aggregate subgradient method for nonsmooth DC optimization. Optim. Lett. 15(1): 83-96 (2021) - 2020
- [j30]Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä, Sona Taheri:
Clusterwise support vector linear regression. Eur. J. Oper. Res. 287(1): 19-35 (2020)
2010 – 2019
- 2019
- [j29]Outi Montonen, Timo Ranta, Marko M. Mäkelä:
Planning the Schedule for the Disposal of the Spent Nuclear Fuel with Interactive Multiobjective Optimization. Algorithms 12(12): 252 (2019) - 2018
- [j28]Tapio Westerlund, Ville-Pekka Eronen, Marko M. Mäkelä:
On solving generalized convex MINLP problems using supporting hyperplane techniques. J. Glob. Optim. 71(4): 987-1011 (2018) - [j27]Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä, Sona Taheri:
Double Bundle Method for finding Clarke Stationary Points in Nonsmooth DC Programming. SIAM J. Optim. 28(2): 1892-1919 (2018) - 2017
- [j26]Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä:
A proximal bundle method for nonsmooth DC optimization utilizing nonconvex cutting planes. J. Glob. Optim. 68(3): 501-535 (2017) - [j25]Ville-Pekka Eronen, Jan Kronqvist, Tapio Westerlund, Marko M. Mäkelä, Napsu Karmitsa:
Method for solving generalized convex nonsmooth mixed-integer nonlinear programming problems. J. Glob. Optim. 69(2): 443-459 (2017) - 2014
- [j24]Seppo Pulkkinen, Marko M. Mäkelä, Napsu Karmitsa:
A generative model and a generalized trust region Newton method for noise reduction. Comput. Optim. Appl. 57(1): 129-165 (2014) - 2013
- [j23]Yury Nikulin, O. Karelkina, Marko M. Mäkelä:
On accuracy, robustness and tolerances in vector Boolean optimization. Eur. J. Oper. Res. 224(3): 449-457 (2013) - [j22]Seppo Pulkkinen, Marko M. Mäkelä, Napsu Karmitsa:
A continuation approach to mode-finding of multivariate Gaussian mixtures and kernel density estimates. J. Glob. Optim. 56(2): 459-487 (2013) - 2012
- [j21]N. M. S. Karmitsa, Adil M. Bagirov, Marko M. Mäkelä:
Comparing different nonsmooth minimization methods and software. Optim. Methods Softw. 27(1): 131-153 (2012) - [j20]Yury Nikulin, Kaisa Miettinen, Marko M. Mäkelä:
A new achievement scalarizing function based on parameterization in multiobjective optimization. OR Spectr. 34(1): 69-87 (2012) - 2010
- [j19]Yury Nikulin, Marko M. Mäkelä:
Stability and accuracy functions for a multicriteria Boolean linear programming problem with parameterized principle of optimality "from Condorcet to Pareto". Eur. J. Oper. Res. 207(3): 1497-1505 (2010) - [j18]Napsu Karmitsa, Marko M. Mäkelä:
Limited memory bundle method for large bound constrained nonsmooth optimization: convergence analysis. Optim. Methods Softw. 25(6): 895-916 (2010)
2000 – 2009
- 2009
- [r1]Markku Miettinen, Marko M. Mäkelä:
Solving Hemivariational Inequalities by Nonsmooth Optimization Methods. Encyclopedia of Optimization 2009: 3639-3643 - 2008
- [j17]N. M. S. Karmitsa, Marko M. Mäkelä, M. M. Ali:
Limited memory interior point bundle method for large inequality constrained nonsmooth minimization. Appl. Math. Comput. 198(1): 382-400 (2008) - [j16]Pertti Saariluoma, Katja Kaario, Kaisa Miettinen, Marko M. Mäkelä:
Mental Contents in Interacting with a Multiobjective Optimization Program. Int. J. Technol. Hum. Interact. 4(3): 43-67 (2008) - [j15]Marko M. Mäkelä, Yury Nikulin:
Properties of efficient solution sets under addition of objectives. Oper. Res. Lett. 36(6): 718-721 (2008) - 2007
- [j14]Napsu Haarala, Kaisa Miettinen, Marko M. Mäkelä:
Globally convergent limited memory bundle method for large-scale nonsmooth optimization. Math. Program. 109(1): 181-205 (2007) - 2006
- [j13]Kaisa Miettinen, Marko M. Mäkelä, Heikki Maaranen:
Efficient hybrid methods for global continuous optimization based on simulated annealing. Comput. Oper. Res. 33: 1102-1116 (2006) - [j12]Kaisa Miettinen, Marko M. Mäkelä:
Synchronous approach in interactive multiobjective optimization. Eur. J. Oper. Res. 170(3): 909-922 (2006) - [j11]Kaisa Miettinen, Marko M. Mäkelä, Katja Kaario:
Experiments with classification-based scalarizing functions in interactive multiobjective optimization. Eur. J. Oper. Res. 175(2): 931-947 (2006) - 2004
- [j10]Marjo S. Haarala, Kaisa Miettinen, Marko M. Mäkelä:
New limited memory bundle method for large-scale nonsmooth optimization. Optim. Methods Softw. 19(6): 673-692 (2004) - 2003
- [j9]Kaisa Miettinen, Marko M. Mäkelä, Jari Toivanen:
Numerical Comparison of Some Penalty-Based Constraint Handling Techniques in Genetic Algorithms. J. Glob. Optim. 27(4): 427-446 (2003) - [j8]Kaisa Miettinen, Marko M. Mäkelä:
Characterizing generalized trade-off directions. Math. Methods Oper. Res. 57(1): 89-100 (2003) - 2002
- [j7]Kaisa Miettinen, Marko M. Mäkelä:
On generalized trade-off directions in nonconvex multiobjective optimization. Math. Program. 92(1): 141-151 (2002) - [j6]Kaisa Miettinen, Marko M. Mäkelä:
On scalarizing functions in multiobjective optimization. OR Spectr. 24(2): 193-213 (2002) - 2001
- [j5]Kaisa Miettinen, Marko M. Mäkelä:
On cone characterizations of weak, proper and Pareto optimality in multiobjective optimization. Math. Methods Oper. Res. 53(2): 233-245 (2001) - 2000
- [j4]Kaisa Miettinen, Marko M. Mäkelä:
Interactive multiobjective optimization system WWW-NIMBUS on the Internet. Comput. Oper. Res. 27(7-8): 709-723 (2000)
1990 – 1999
- 1999
- [j3]Marko M. Mäkelä, Markku Miettinen, Ladislav Luksan, Jan Vlcek:
Comparing Nonsmooth Nonconvex Bundle Methods in Solving Hemivariational Inequalities. J. Glob. Optim. 14(2): 117-135 (1999) - [j2]Kaisa Miettinen, Marko M. Mäkelä:
Comparative evaluation of some interactive reference point-based methods for multi-objective optimisation. J. Oper. Res. Soc. 50(9): 949-959 (1999) - 1998
- [j1]Kaisa Miettinen, Marko M. Mäkelä, Timo Männikkö:
Optimal Control of Continuous Casting by Nondifferentiable Multiobjective Optimization. Comput. Optim. Appl. 11(2): 177-194 (1998)
Coauthor Index
aka: N. M. S. Karmitsa
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