Marko M. Mäkelä

According to our database, Marko M. Mäkelä authored at least 35 papers between 1998 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Correntropy-Based Constructive One Hidden Layer Neural Network.

Mojtaba Nayyeri, Modjtaba Rouhani, Hadi Sadoghi Yazdi, Marko M. Mäkelä, Alaleh Maskooki, Yury Nikulin

Algorithms, 2024

2023

OSCAR: Optimal subset cardinality regression using the L0-pseudonorm with applications to prognostic modelling of prostate cancer.

Anni S. Halkola, Kaisa Joki, Tuomas Mirtti, Marko M. Mäkelä, Tero Aittokallio, Teemu D. Laajala

PLoS Comput. Biol., March, 2023

Nonsmooth Optimization-Based Hyperparameter-Free Neural Networks for Large-Scale Regression.

Napsu Karmitsa, Sona Taheri, Kaisa Joki, Pauliina Paasivirta, Adil M. Bagirov, Marko M. Mäkelä

Algorithms, 2023

2021

Aggregate subgradient method for nonsmooth DC optimization.

Adil M. Bagirov, Sona Taheri, Kaisa Joki, Napsu Karmitsa, Marko M. Mäkelä

Optim. Lett., 2021

2020

Clusterwise support vector linear regression.

Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä, Sona Taheri

Eur. J. Oper. Res., 2020

2019

Planning the Schedule for the Disposal of the Spent Nuclear Fuel with Interactive Multiobjective Optimization.

Outi Montonen, Timo Ranta, Marko M. Mäkelä

Algorithms, 2019

2018

Double Bundle Method for finding Clarke Stationary Points in Nonsmooth DC Programming.

Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä, Sona Taheri

SIAM J. Optim., 2018

On solving generalized convex MINLP problems using supporting hyperplane techniques.

Tapio Westerlund, Ville-Pekka Eronen, Marko M. Mäkelä

J. Glob. Optim., 2018

2017

A proximal bundle method for nonsmooth DC optimization utilizing nonconvex cutting planes.

Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä

J. Glob. Optim., 2017

Method for solving generalized convex nonsmooth mixed-integer nonlinear programming problems.

Ville-Pekka Eronen, Jan Kronqvist, Tapio Westerlund, Marko M. Mäkelä, Napsu Karmitsa

J. Glob. Optim., 2017

2014

A generative model and a generalized trust region Newton method for noise reduction.

Seppo Pulkkinen, Marko M. Mäkelä, Napsu Karmitsa

Comput. Optim. Appl., 2014

2013

A continuation approach to mode-finding of multivariate Gaussian mixtures and kernel density estimates.

Seppo Pulkkinen, Marko M. Mäkelä, Napsu Karmitsa

J. Glob. Optim., 2013

On accuracy, robustness and tolerances in vector Boolean optimization.

Yury Nikulin, O. Karelkina, Marko M. Mäkelä

Eur. J. Oper. Res., 2013

2012

A new achievement scalarizing function based on parameterization in multiobjective optimization.

Yury Nikulin, Kaisa Miettinen, Marko M. Mäkelä

OR Spectr., 2012

Comparing different nonsmooth minimization methods and software.

N. M. S. Karmitsa, Adil M. Bagirov, Marko M. Mäkelä

Optim. Methods Softw., 2012

2010

Limited memory bundle method for large bound constrained nonsmooth optimization: convergence analysis.

Napsu Karmitsa, Marko M. Mäkelä

Optim. Methods Softw., 2010

Stability and accuracy functions for a multicriteria Boolean linear programming problem with parameterized principle of optimality "from Condorcet to Pareto".

Yury Nikulin, Marko M. Mäkelä

Eur. J. Oper. Res., 2010

2009

Solving Hemivariational Inequalities by Nonsmooth Optimization Methods.

Markku Miettinen, Marko M. Mäkelä

Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

2008

Properties of efficient solution sets under addition of objectives.

Marko M. Mäkelä, Yury Nikulin

Oper. Res. Lett., 2008

Mental Contents in Interacting with a Multiobjective Optimization Program.

Pertti Saariluoma, Katja Kaario, Kaisa Miettinen, Marko M. Mäkelä

Int. J. Technol. Hum. Interact., 2008

Limited memory interior point bundle method for large inequality constrained nonsmooth minimization.

N. M. S. Karmitsa, Marko M. Mäkelä, M. M. Ali

Appl. Math. Comput., 2008

2007

Globally convergent limited memory bundle method for large-scale nonsmooth optimization.

Napsu Haarala, Kaisa Miettinen, Marko M. Mäkelä

Math. Program., 2007

2006

Experiments with classification-based scalarizing functions in interactive multiobjective optimization.

Kaisa Miettinen, Marko M. Mäkelä, Katja Kaario

Eur. J. Oper. Res., 2006

Synchronous approach in interactive multiobjective optimization.

Kaisa Miettinen, Marko M. Mäkelä

Eur. J. Oper. Res., 2006

Efficient hybrid methods for global continuous optimization based on simulated annealing.

Kaisa Miettinen, Marko M. Mäkelä, Heikki Maaranen

Comput. Oper. Res., 2006

2004

New limited memory bundle method for large-scale nonsmooth optimization.

Marjo S. Haarala, Kaisa Miettinen, Marko M. Mäkelä

Optim. Methods Softw., 2004

2003

Characterizing generalized trade-off directions.

Kaisa Miettinen, Marko M. Mäkelä

Math. Methods Oper. Res., 2003

Numerical Comparison of Some Penalty-Based Constraint Handling Techniques in Genetic Algorithms.

Kaisa Miettinen, Marko M. Mäkelä, Jari Toivanen

J. Glob. Optim., 2003

2002

On scalarizing functions in multiobjective optimization.

Kaisa Miettinen, Marko M. Mäkelä

OR Spectr., 2002

On generalized trade-off directions in nonconvex multiobjective optimization.

Kaisa Miettinen, Marko M. Mäkelä

Math. Program., 2002

2001

On cone characterizations of weak, proper and Pareto optimality in multiobjective optimization.

Kaisa Miettinen, Marko M. Mäkelä

Math. Methods Oper. Res., 2001

2000

Interactive multiobjective optimization system WWW-NIMBUS on the Internet.

Kaisa Miettinen, Marko M. Mäkelä

Comput. Oper. Res., 2000

1999

Comparative evaluation of some interactive reference point-based methods for multi-objective optimisation.

Kaisa Miettinen, Marko M. Mäkelä

J. Oper. Res. Soc., 1999

Comparing Nonsmooth Nonconvex Bundle Methods in Solving Hemivariational Inequalities.

Marko M. Mäkelä, Markku Miettinen, Ladislav Luksan, Jan Vlcek

J. Glob. Optim., 1999

1998

Optimal Control of Continuous Casting by Nondifferentiable Multiobjective Optimization.

Kaisa Miettinen, Marko M. Mäkelä, Timo Männikkö

Comput. Optim. Appl., 1998