Publications related to DESDEO

Journal article

Potential of Interactive Multiobjective Optimization in Supporting the Design of a Groundwater Biodenitrification Process

Saccani, G., Hakanen, J., Sindhya, K., Ojalehto, V., Hartikainen, M., Antonelli, M., Miettinen, K.
Journal of Environmental Management, 254, 1-9, 2020
DOI | Open access

In collection

DESDEO: An Open Framework for Interactive Multiobjective Optimization

Ojalehto, V., Miettinen, K.
in "Multiple Criteria Decision Making and Aiding: Cases on Models and Methods with Computer Implementations", Ed. by S. Huber, M. J. Geiger, A. T. de Almeida, Springer, 67-94, 2019
DOI | Open access

Journal article

NAUTILUS Navigator: Free Search Interactive Multiobjective Optimization Without Trading-off

Ruiz, A.B., Ruiz, F., Miettinen, K., Delgado-Antequera, L., Ojalehto, V.
Journal of Global Optimization, 74(2), 213-231, 2019
DOI | Open access

Journal article

An Interactive Surrogate-based Method for Computationally Expensive Multiobjective Optimization

Tabatabaei, M., Hartikainen, M., Sindhya, K., Hakanen, J., Miettinen, K.
Journal of the Operational Research Society, 70(6), 898-914, 2019
DOI | Open access

Journal article

Decision Making in Multiobjective Optimization Problems under Uncertainty: Balancing between Robustness and Quality

Zhou-Kangas, Y., Miettinen, K.
OR Spectrum, 41(2), 391-413, 2019
DOI | Open access

Conference paper

Automatic Surrogate Modelling Technique Selection based on Features of Optimization Problems

Saini, B.S., Lopez-Ibanez, M., Miettinen, K.
in Proceedings of the Genetic and Evolutionary Computation Conference", Companion, Edited by M. Lopez-Ibanez, The Association of Computing Machinery (ACM), New York, 1765-1772, 2019
DOI | Open access

Journal article

ANOVA-MOP: ANOVA Decomposition for Multiobjective Optimization

Tabatabaei, M., Lovison, A., Tan, M., Hartikainen, M., Miettinen, K.
SIAM Journal on Optimization, 28(4), 3260-3289, 2018
DOI | Open access

Journal article

NAUTILUS Framework: Towards Trade-off-Free Interaction in Multiobjective Optimization

Miettinen, K., Ruiz, F.
Journal of Business Economics, 86(1), 5-21, 2016
DOI | Open access

Report

K-RVEA: a Kriging-assisted Evolutionary Algorithm for Many-Objective Optimization

Chugh, T., Jin, Y., Miettinen, K., Hakanen, J., Sindhya, K.
Reports of the Department of Mathematical Information Technology, Series B, Scientific Computing, No. B 2/2016, University of Jyväskylä, Jyväskylä, 2016
DOI

Conference paper

Towards Automatic Testing of Reference Point Based Interactive Methods

Ojalehto, V., Podkopaev, D., Miettinen, K.
in 14th International Conference on Parallel Problem Solving from Nature, Edinburg, UK, 2016 Proceedings, Edited by J. Handl et al., 483-492, Springer, 2016
DOI | Open access

Journal article

E-NAUTILUS: A Decision Support System for Complex Multiobjective Optimization Problems based on the NAUTILUS Method

Ruiz, A. B., Sindhya, K., Miettinen, K., Ruiz, F., Luque, M.
European Journal of Operational Research, 246, 218-231, 2015
DOI | Open access

Journal article

A New Preference Handling Technique for Interactive Multiobjective Optimization without Trading-off

Miettinen, K., Podkopaev, D., Ruiz, F., Luque, M.
Journal of Global Optimization, 63(4), 633-652, 2015
DOI

Journal article

NAUTILUS Method: An Interactive Technique in Multiobjective Optimization based on the Nadir Point

Miettinen, K., Eskelinen, P., Ruiz, F., Luque, M.
European Journal of Operational Research, 206(2), 426-434, 2010
DOI

Journal article

Synchronous Approach in Interactive Multiobjective Optimization

Miettinen, K., Mäkelä, M.M.
European Journal of Operational Research, 170(3), 909-922, 2006
DOI


Other relevant publications

Journal article

Interactive Nonconvex Pareto Navigator for Multiobjective Optimization

Hartikainen, M., Miettinen, K., Klamroth, K.
European Journal of Operational Research, 275(1), 238-251, 2019
DOI | Open access

Journal article

A Survey on Handling Computationally Expensive Multiobjective Optimization Problems with Evolutionary Algorithms

Chugh, T., Sindhya, K., Hakanen, J., Miettinen, K.
Soft Computing, 23(9), 3137-3166, 2019
DOI | Open access

Journal article

Data-Driven Evolutionary Optimization: An Overview and Case Studies

Jin, Y., Wang, H., Chugh, T., Guo, D., Miettinen, K.
IEEE Transactions on Evolutionary Computation, 23(3), 442-458, 2019
DOI | Open access

Collection of articles

Multiobjective Optimization: Interactive and Evolutionary Approaches

Branke, J., Deb, K., Miettinen, K., Slowinski, R. (eds.)
Springer-Verlag, Berlin, Heidelberg, 2008
DOI

Book

Nonlinear Multiobjective Optimization

Kaisa M. Miettinen
Kluwer's International Series in Operations Research & Management Science, Volume 12, 1999
DOI