Marko M. Mäkelä

According to our database1, Marko M. Mäkelä authored at least 35 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Correntropy-Based Constructive One Hidden Layer Neural Network.
Algorithms, 2024

2023
OSCAR: Optimal subset cardinality regression using the L0-pseudonorm with applications to prognostic modelling of prostate cancer.
PLoS Comput. Biol., March, 2023

Nonsmooth Optimization-Based Hyperparameter-Free Neural Networks for Large-Scale Regression.
Algorithms, 2023

2021
Aggregate subgradient method for nonsmooth DC optimization.
Optim. Lett., 2021

2020
Clusterwise support vector linear regression.
Eur. J. Oper. Res., 2020

2019
Planning the Schedule for the Disposal of the Spent Nuclear Fuel with Interactive Multiobjective Optimization.
Algorithms, 2019

2018
Double Bundle Method for finding Clarke Stationary Points in Nonsmooth DC Programming.
SIAM J. Optim., 2018

On solving generalized convex MINLP problems using supporting hyperplane techniques.
J. Glob. Optim., 2018

2017
A proximal bundle method for nonsmooth DC optimization utilizing nonconvex cutting planes.
J. Glob. Optim., 2017

Method for solving generalized convex nonsmooth mixed-integer nonlinear programming problems.
J. Glob. Optim., 2017

2014
A generative model and a generalized trust region Newton method for noise reduction.
Comput. Optim. Appl., 2014

2013
A continuation approach to mode-finding of multivariate Gaussian mixtures and kernel density estimates.
J. Glob. Optim., 2013

On accuracy, robustness and tolerances in vector Boolean optimization.
Eur. J. Oper. Res., 2013

2012
A new achievement scalarizing function based on parameterization in multiobjective optimization.
OR Spectr., 2012

Comparing different nonsmooth minimization methods and software.
Optim. Methods Softw., 2012

2010
Limited memory bundle method for large bound constrained nonsmooth optimization: convergence analysis.
Optim. Methods Softw., 2010

Stability and accuracy functions for a multicriteria Boolean linear programming problem with parameterized principle of optimality "from Condorcet to Pareto".
Eur. J. Oper. Res., 2010

2009
Solving Hemivariational Inequalities by Nonsmooth Optimization Methods.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

2008
Properties of efficient solution sets under addition of objectives.
Oper. Res. Lett., 2008

Mental Contents in Interacting with a Multiobjective Optimization Program.
Int. J. Technol. Hum. Interact., 2008

Limited memory interior point bundle method for large inequality constrained nonsmooth minimization.
Appl. Math. Comput., 2008

2007
Globally convergent limited memory bundle method for large-scale nonsmooth optimization.
Math. Program., 2007

2006
Experiments with classification-based scalarizing functions in interactive multiobjective optimization.
Eur. J. Oper. Res., 2006

Synchronous approach in interactive multiobjective optimization.
Eur. J. Oper. Res., 2006

Efficient hybrid methods for global continuous optimization based on simulated annealing.
Comput. Oper. Res., 2006

2004
New limited memory bundle method for large-scale nonsmooth optimization.
Optim. Methods Softw., 2004

2003
Characterizing generalized trade-off directions.
Math. Methods Oper. Res., 2003

Numerical Comparison of Some Penalty-Based Constraint Handling Techniques in Genetic Algorithms.
J. Glob. Optim., 2003

2002
On scalarizing functions in multiobjective optimization.
OR Spectr., 2002

On generalized trade-off directions in nonconvex multiobjective optimization.
Math. Program., 2002

2001
On cone characterizations of weak, proper and Pareto optimality in multiobjective optimization.
Math. Methods Oper. Res., 2001

2000
Interactive multiobjective optimization system WWW-NIMBUS on the Internet.
Comput. Oper. Res., 2000

1999
Comparative evaluation of some interactive reference point-based methods for multi-objective optimisation.
J. Oper. Res. Soc., 1999

Comparing Nonsmooth Nonconvex Bundle Methods in Solving Hemivariational Inequalities.
J. Glob. Optim., 1999

1998
Optimal Control of Continuous Casting by Nondifferentiable Multiobjective Optimization.
Comput. Optim. Appl., 1998


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