Jussi Hakanen

ORCID link: https://orcid.org/0000-0001-9579-8657

No active affiliation

Research interests

My research supports decision making under multiple conflicting criteria which is highly typical situation in e.g. industry/public sector. Methods/software based on optimization highlight the role of human decision maker and support him/her in gaining insight into the problem and finding the most preferred compromise.

Fields of science

113 Computer and information sciences (Natural sciences)

Projects as Team Member

FiDiPro/Decision Support for Complex Multiobjective Optimization Problems (DeCoMo)
- - Miettinen, Kaisa
- TEKES
01/01/2015-31/12/2017

Publications and other outputs

1 of 5

Treed Gaussian Process Regression for Solving Offline Data-Driven Continuous Multiobjective Optimization Problems (2023) Mazumdar, Atanu; et al.; A1; OA
Visualisation for Decision Support in Many-Objective Optimisation : State-of-the-art, Guidance and Future Directions (2023) Hakanen, Jussi; et al.; A3; OA; 978-3-031-25263-1
Interactivized : Visual Interaction for Better Decisions with Interactive Multiobjective Optimization (2022) Hakanen, Jussi; et al.; A1; OA
Probabilistic Selection Approaches in Decomposition-based Evolutionary Algorithms for Offline Data-Driven Multiobjective Optimization (2022) Mazumdar, Atanu; et al.; A1; OA
Surrogate assisted interactive multiobjective optimization in energy system design of buildings (2022) Aghaei Pour, Pouya; et al.; A1; OA
Multiobjective optimization and decision making in engineering sciences (2021) Hakanen, Jussi; et al.; B1; OA
Optimization and Engineering, Vol. 22 (2). Special Issue on “Multiobjective optimization and decision making in engineering sciences” (2021) Hakanen, Jussi; et al.; C2
Sima – an Open-source Simulation Framework for Realistic Large-scale Individual-level Data Generation (2021) Tikka, Santtu; et al.; A1; OA
Task-based visual analytics for interactive multiobjective optimization (2021) Hakanen, Jussi; et al.; A1; OA
A New Paradigm in Interactive Evolutionary Multiobjective Optimization (2020) Saini, Bhupinder Singh; et al.; A4; OA; 978-3-030-58115-2
An Interactive Framework for Offline Data-Driven Multiobjective Optimization (2020) Mazumdar, Atanu; et al.; A4; OA; 978-3-030-63710-1
Potential of interactive multiobjective optimization in supporting the design of a groundwater biodenitrification process (2020) Saccani, Giulia; et al.; A1; OA
An interactive surrogate-based method for computationally expensive multiobjective optimisation (2019) Tabatabaei, Mohammad; et al.; A1; OA
A survey on handling computationally expensive multiobjective optimization problems with evolutionary algorithms (2019) Chugh, Tinkle; et al.; A2; OA
Data-Driven Interactive Multiobjective Optimization Using a Cluster-Based Surrogate in a Discrete Decision Space (2019) Hakanen, Jussi; et al.; A4; OA