Articles with public access mandates - Jussi HakanenLearn more
Available somewhere: 23
A surrogate-assisted reference vector guided evolutionary algorithm for computationally expensive many-objective optimization
T Chugh, Y Jin, K Miettinen, J Hakanen, K Sindhya
IEEE Transactions on Evolutionary Computation 22 (1), 129-142, 2016
Mandates: Finnish Funding Agency for Innovation
A survey on handling computationally expensive multiobjective optimization problems with evolutionary algorithms
T Chugh, K Sindhya, J Hakanen, K Miettinen
Soft Computing 23, 3137-3166, 2019
Mandates: Finnish Funding Agency for Innovation
A survey on handling computationally expensive multiobjective optimization problems using surrogates: non-nature inspired methods
M Tabatabaei, J Hakanen, M Hartikainen, K Miettinen, K Sindhya
Structural and Multidisciplinary Optimization 52, 1-25, 2015
Mandates: Finnish Funding Agency for Innovation
On constraint handling in surrogate-assisted evolutionary many-objective optimization
T Chugh, K Sindhya, K Miettinen, J Hakanen, Y Jin
Parallel Problem Solving from Nature–PPSN XIV: 14th International Conference …, 2016
Mandates: Finnish Funding Agency for Innovation
An interactive simple indicator-based evolutionary algorithm (I-SIBEA) for multiobjective optimization problems
T Chugh, K Sindhya, J Hakanen, K Miettinen
Evolutionary Multi-Criterion Optimization: 8th International Conference, EMO …, 2015
Mandates: Finnish Funding Agency for Innovation
Connections of reference vectors and different types of preference information in interactive multiobjective evolutionary algorithms
J Hakanen, T Chugh, K Sindhya, Y Jin, K Miettinen
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016
Mandates: Finnish Funding Agency for Innovation
On using decision maker preferences with ParEGO
J Hakanen, JD Knowles
Evolutionary Multi-Criterion Optimization: 9th International Conference, EMO …, 2017
Mandates: Finnish Funding Agency for Innovation
Surrogate assisted interactive multiobjective optimization in energy system design of buildings
P Aghaei Pour, T Rodemann, J Hakanen, K Miettinen
Optimization and Engineering 23 (1), 303-327, 2022
Mandates: Academy of Finland
Task-based visual analytics for interactive multiobjective optimization
J Hakanen, K Miettinen, K Matković
Journal of the Operational Research Society 72 (9), 2073-2090, 2021
Mandates: Academy of Finland
Probabilistic selection approaches in decomposition-based evolutionary algorithms for offline data-driven multiobjective optimization
A Mazumdar, T Chugh, J Hakanen, K Miettinen
IEEE Transactions on Evolutionary Computation 26 (5), 1182-1191, 2022
Mandates: Academy of Finland
A new paradigm in interactive evolutionary multiobjective optimization
BS Saini, J Hakanen, K Miettinen
International Conference on Parallel Problem Solving from Nature, 243-256, 2020
Mandates: Academy of Finland
An interactive surrogate-based method for computationally expensive multiobjective optimisation
M Tabatabaei, M Hartikainen, K Sindhya, J Hakanen, K Miettinen
Journal of the Operational Research Society 70 (6), 898-914, 2019
Mandates: Academy of Finland, Research Grants Council, Hong Kong
Interactivized: Visual interaction for better decisions with interactive multiobjective optimization
J Hakanen, S Radoš, G Misitano, BS Saini, K Miettinen, K Matković
IEEE Access 10, 33661-33678, 2022
Mandates: Academy of Finland
Value of information in multiple criteria decision making: an application to forest conservation
K Eyvindson, J Hakanen, M Mönkkönen, A Juutinen, J Karvanen
Stochastic Environmental Research and Risk Assessment 33, 2007-2018, 2019
Mandates: Academy of Finland
An interactive framework for offline data-driven multiobjective optimization
A Mazumdar, T Chugh, J Hakanen, K Miettinen
International Conference on Bioinspired Methods and Their Applications, 97-109, 2020
Mandates: Academy of Finland, UK Natural Environment Research Council
Data-driven interactive multiobjective optimization using a cluster-based surrogate in a discrete decision space
J Hakanen, J Malmberg, V Ojalehto, K Eyvindson
Machine Learning, Optimization, and Data Science: 4th International …, 2019
Mandates: Academy of Finland
Visualisation for decision support in many-objective optimisation: State-of-the-art, guidance and future directions
J Hakanen, D Gold, K Miettinen, PM Reed
Many-Criteria Optimization and Decision Analysis: State-of-the-Art, Present …, 2023
Mandates: US National Science Foundation, Academy of Finland
Interactive inverse modeling based multiobjective evolutionary algorithm
K Sindhya, J Hakanen
Advances in Evolutionary and Deterministic Methods for Design, Optimization …, 2019
Mandates: Finnish Funding Agency for Innovation
Treed Gaussian Process Regression for Solving Offline Data-Driven Continuous Multiobjective Optimization Problems
A Mazumdar, M López-Ibáñez, T Chugh, J Hakanen, K Miettinen
Evolutionary computation 31 (4), 375-399, 2023
Mandates: Academy of Finland
MultiOptForest: An interactive multi-objective optimization tool for forest planning and scenario analysis
K Eyvindson, D Burgas, C Antón-Fernández, J Hakanen, M Emmerich, ...
Open Research Europe 3 (103), 103, 2023
Mandates: Academy of Finland, European Commission, Business Finland, Vinnova, Sweden
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