Kaisa Miettinen

University of Jyväskylä — Finland

Computer Science · Physical Sciences

49h-index14.2kcitations329works1.52yr avg
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Research Topics

Advanced Multi-Objective Optimization Algorithms(191), Metaheuristic Optimization Algorithms Research(56), Advanced Control Systems Optimization(52), Process Optimization and Integration(36), Evolutionary Algorithms and Applications(36)

Publications329 total

Exploring Phase-Specific Configuration of Interactive Evolutionary Multiobjective Optimization Methods
Proceedings of the Genetic and Evolutionary Computation Conference·2025Open Access
Can LIME Make Interactive Multiobjective Optimization Methods Explainable?
2025
Interactive multi-scenario multi-objective robust optimization for decision-making under deep uncertainty
2025Open Access
Icons for Software Implementations of Interactive Multiobjective Optimization Methods: A Semantic Distance Study
Journal of Multi-Criteria Decision Analysis·2025Open Access
Survey of interactive evolutionary decomposition-based multiobjective optimization methods
Evolutionary Computation·2025· 3 citedOpen Access
Advancing climate-smart forestry with an interactive decision-support tool that incorporates the preferences of private forest owners
SSRN Electronic Journal·2025Open Access
The Emerging Role of Explainability in Interactive Multiobjective Optimization: An Exploration of Current Approaches
Natural computing series·2025Open Access
An Efficient Iterative Approach for Uniformly Representing Pareto Fronts
Lecture notes in computer science·2025
Group Decision Making in Multiobjective Optimization: A Systematic Literature Review
Group Decision and Negotiation·2024· 5 citedOpen Access
A Bayesian model for portfolio decisions based on debiased and regularized expert predictions
Journal of Business Economics·2024Open Access
Let decision-makers direct the search for robust solutions: An interactive framework for multiobjective robust optimization under deep uncertainty
Environmental Modelling & Software·2024· 8 citedOpen Access
Handling simulation failures of a computationally expensive multiobjective optimization problem in pump design
Engineering Applications of Artificial Intelligence·2024· 5 citedOpen Access
A surrogate-assisted a priori multiobjective evolutionary algorithm for constrained multiobjective optimization problems
Journal of Global Optimization·2024· 2 citedOpen Access
Machine learning models for assessing risk factors affecting health care costs: 12-month exercise-based cardiac rehabilitation
Frontiers in Public Health·2024· 3 citedOpen Access
An experimental design for comparing interactive methods based on their desirable properties
Annals of Operations Research·2024· 2 citedOpen Access
Let Decision-Makers Direct the Search for Robust Solutions: An Interactive Framework for Multiobjective Robust Optimization Under Deep Uncertainty
SSRN Electronic Journal·2024· 1 citedOpen Access
A Modified Preference-Based Hypervolume Indicator for Interactive Evolutionary Multiobjective Optimization Methods
2024Open Access
SCORE Band Visualizations: Supporting Decision Makers in Comparing High-Dimensional Objective Vectors in Multiobjective Optimization
Zenodo (CERN European Organization for Nuclear Research)·2024Open Access
SCORE Band Visualizations: Supporting Decision Makers in Comparing High-Dimensional Outcome Vectors in Multiobjective Optimization
IEEE Access·2024Open Access
Interactive multiobjective optimization of an extremely computationally expensive pump design problem
Engineering Optimization·2023· 2 citedOpen Access
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Frequent Co-authors

Marko M. Mäkelä(11), Jussi Hakanen(8), Karthik Sindhya(8), Kalyanmoy Deb(5), Tinkle Chugh(4), Francisco Ruiz(4), Pekka Salminen(4), Risto Lahdelma(3), Dmitry Podkopaev(3), Mariano Luque(3), Petri Eskelinen(3), Yaochu Jin(2), Mikko Mönkkönen(2), Artti Juutinen(2), Adriano Mazziotta(2), Pasi Reunanen(2), Heikki Maaranen(2), А. В. Лотов(2), Shamik Chaudhuri(2), Markus Hartikainen(2)