Marko M. Mäkelä

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 10

Top Topics

Top Venues

J. Glob. Optim.

Comput. Optim. Appl.

Publications

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) (2024)
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)
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) (2023)
Adil M. Bagirov, Sona Taheri, Kaisa Joki, Napsu Karmitsa, Marko M. Mäkelä
Aggregate subgradient method for nonsmooth DC optimization. Optim. Lett. 15 (1) (2021)
Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä, Sona Taheri
Clusterwise support vector linear regression. Eur. J. Oper. Res. 287 (1) (2020)
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) (2019)
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) (2018)
Tapio Westerlund, Ville-Pekka Eronen, Marko M. Mäkelä
On solving generalized convex MINLP problems using supporting hyperplane techniques. J. Glob. Optim. 71 (4) (2018)
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) (2017)
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) (2017)
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) (2014)
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) (2013)
Yury Nikulin, O. Karelkina, Marko M. Mäkelä
On accuracy, robustness and tolerances in vector Boolean optimization. Eur. J. Oper. Res. 224 (3) (2013)
N. M. S. Karmitsa, Adil M. Bagirov, Marko M. Mäkelä
Comparing different nonsmooth minimization methods and software. Optim. Methods Softw. 27 (1) (2012)
Yury Nikulin, Kaisa Miettinen, Marko M. Mäkelä
A new achievement scalarizing function based on parameterization in multiobjective optimization. OR Spectr. 34 (1) (2012)
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) (2010)
Napsu Karmitsa, Marko M. Mäkelä
Limited memory bundle method for large bound constrained nonsmooth optimization: convergence analysis. Optim. Methods Softw. 25 (6) (2010)
Marko M. Mäkelä, Yury Nikulin
Properties of efficient solution sets under addition of objectives. Oper. Res. Lett. 36 (6) (2008)
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) (2008)
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) (2008)
Napsu Haarala, Kaisa Miettinen, Marko M. Mäkelä
Globally convergent limited memory bundle method for large-scale nonsmooth optimization. Math. Program. 109 (1) (2007)
Kaisa Miettinen, Marko M. Mäkelä, Katja Kaario
Experiments with classification-based scalarizing functions in interactive multiobjective optimization. Eur. J. Oper. Res. 175 (2) (2006)
Kaisa Miettinen, Marko M. Mäkelä
Synchronous approach in interactive multiobjective optimization. Eur. J. Oper. Res. 170 (3) (2006)
Kaisa Miettinen, Marko M. Mäkelä, Heikki Maaranen
Efficient hybrid methods for global continuous optimization based on simulated annealing. Comput. Oper. Res. 33 (2006)
Marjo S. Haarala, Kaisa Miettinen, Marko M. Mäkelä
New limited memory bundle method for large-scale nonsmooth optimization. Optim. Methods Softw. 19 (6) (2004)
Kaisa Miettinen, Marko M. Mäkelä
Characterizing generalized trade-off directions. Math. Methods Oper. Res. 57 (1) (2003)
Kaisa Miettinen, Marko M. Mäkelä, Jari Toivanen
Numerical Comparison of Some Penalty-Based Constraint Handling Techniques in Genetic Algorithms. J. Glob. Optim. 27 (4) (2003)
Kaisa Miettinen, Marko M. Mäkelä
On scalarizing functions in multiobjective optimization. OR Spectr. 24 (2) (2002)
Kaisa Miettinen, Marko M. Mäkelä
On generalized trade-off directions in nonconvex multiobjective optimization. Math. Program. 92 (1) (2002)
Kaisa Miettinen, Marko M. Mäkelä
On cone characterizations of weak, proper and Pareto optimality in multiobjective optimization. Math. Methods Oper. Res. 53 (2) (2001)
Kaisa Miettinen, Marko M. Mäkelä
Interactive multiobjective optimization system WWW-NIMBUS on the Internet. Comput. Oper. Res. 27 (7-8) (2000)
Marko M. Mäkelä, M. Miettinen, Ladislav Luksan, Jan Vlcek
Comparing Nonsmooth Nonconvex Bundle Methods in Solving Hemivariational Inequalities. J. Glob. Optim. 14 (2) (1999)
Kaisa Miettinen, Marko M. Mäkelä
Comparative evaluation of some interactive reference point-based methods for multi-objective optimisation. J. Oper. Res. Soc. 50 (9) (1999)
Kaisa Miettinen, Marko M. Mäkelä, Timo Männikkö
Optimal Control of Continuous Casting by Nondifferentiable Multiobjective Optimization. Comput. Optim. Appl. 11 (2) (1998)