Publications

Contents

Papers related to DESDEO | Other papers

Publications related to DESDEO

Journal article

Multi-scenario multi-objective robust optimization under deep uncertainty: A posteriori approach

B. Shavazipour, J. H. Kwakkel, K. Miettinen
B. Shavazipour, J. H. Kwakkel, K. Miettinen, Multi-scenario multi-objective robust optimization under deep uncertainty: A posteriori approach, Environmental Modelling & Software, Volume 144, 2021, 105134.
DOI | Open access

Journal article

Visualizations for decision support in scenario-based multiobjective optimization

B. Shavazipour, M. López-Ibáñez, K. Miettinen
B. Shavazipour, M. López-Ibáñez, K. Miettinen, Visualizations for decision support in scenario-based multiobjective optimization, Information Sciences, Volume 578, Pages 1-21, 2021.
DOI | Open access

Conference paper

An Artificial Decision Maker for Comparing Reference Point Based Interactive Evolutionary Multiobjective Optimization Methods

Afsar, B., Miettinen, K., Ruiz, A. B.
in "Evolutionary Multi-Criterion Optimization, 11th International Conference, EMO 2021, Proceedings", Edited by H. Ishibuchi, Q. Zhang, R. Cheng, K. Li, H. Li, H. Wang, A. Zhou, Springer, 619-631, 2021.
DOI | Open access

Journal article

Assessing the Performance of Interactive Multiobjective Optimization Methods: A Survey

Afsar, B., Miettinen, K., Ruiz, F.
ACM Computing Surveys, 54(4), article 85, 2021.
DOI | Open access

Journal article

DESDEO: The Modular and Open Source Framework for Interactive Multiobjective Optimization

G. Misitano, B. S. Saini, A. Bekir, B. Shavazipour, K. Miettinen
IEEE Access, Volume 9, pages 148277 - 148295, 2021
DOI

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

Conference paper

Interactively Learning the Preferences of a Decision Maker in Multi-objective Optimization Utilizing Belief-rules

Misitano, G.
in Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence (SSCI), Canberra, Australia, 133-140, 2020
DOI

Conference paper

Data-driven Interactive Multiobjective Optimization: Challenges and a Generic Multi-agent Architecture.

Afsar, B., Podkopaev, D., Miettinen, K.
in "Procedia Computer Science", 24th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems 176, 281-290, 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