Publications
Contents
Papers related to DESDEO | Other papersPublications related to DESDEO
Conference paper
Using a Database to Support Interactive Multiobjective Optimization, Visualization, and Analysis
Bhupinder Singh Saini, Giomara Lárraga, and Kaisa Miettinen
In Proceedings of the Companion Conference on Genetic and Evolutionary Computation (GECCO '23 Companion). Association for Computing Machinery, New York, NY, USA, 1703–1711.
DOI | Open access Conference paperComponent-based thinking in designing interactive multiobjective evolutionary methods
Giomara Lárraga and Kaisa Miettinen
In Proceedings of the Companion Conference on Genetic and Evolutionary Computation (GECCO '23 Companion). Association for Computing Machinery, New York, NY, USA, 1693–1702
DOI | Open access Journal articleInteractive multiobjective optimization for finding the most preferred exercise therapy modality in knee osteoarthritis
Shavazipour, B., Afsar, B., Multanen, J., Miettinen, K., Kujala, U.M.
Shavazipour, B., Afsar, B., Multanen, J., Miettinen, K., Kujala, U.M., Interactive multiobjective optimization for finding the most preferred exercise therapy modality in knee osteoarthritis, Annals of Medicine, 54(1), 181-194, 2022.
DOI | Open access Journal articleInteractivized: Visual Interaction for Better Decisions With Interactive Multiobjective Optimization
Hakanen, J., Radoš, S., Misitano G., Saini, B. S., Miettinen K., Matković K.
IEEE Access, Volume 10, pp. 33661 - 33678, 2022
DOI | Open access Conference paperInteractive evolutionary multiobjective optimization with modular physical user interface
Mazumdar, A., Otayagich S., Miettinen K.
GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference Companion. Pages 1835–1843 (2022).
DOI | Open access Journal articleTowards explainable interactive multiobjective optimization: R-XIMO
Misitano, G., Afsar, B., Lárraga, G., Miettinen K.
Auton Agent Multi-Agent Syst 36, 43 (2022).
DOI | Open access Journal articleMulti-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 articleVisualizations 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 paperAn 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 articleAssessing 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 articleDESDEO: 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 articleComparing interactive evolutionary multiobjective optimization methods with an artificial decision maker
Afsar, B., Ruiz, A. B., Miettinen, K.
Complex & Intelligent Systems
DOI | Open access Journal articlePotential 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 paperInteractively 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 paperData-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 collectionDESDEO: 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 articleNAUTILUS 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 articleAn 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 articleDecision 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 paperAutomatic 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 articleANOVA-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 articleNAUTILUS 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 ReportK-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 paperTowards 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 articleE-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 articleA 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 articleNAUTILUS 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 articleSynchronous Approach in Interactive Multiobjective Optimization
Miettinen, K., Mäkelä, M.M.
European Journal of Operational Research, 170(3), 909-922, 2006
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