| 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 | 105 | 2015 |
| PAINT: Pareto front interpolation for nonlinear multiobjective optimization M Hartikainen, K Miettinen, MM Wiecek Computational optimization and applications 52, 845-867, 2012 | 74 | 2012 |
| Constructing a Pareto front approximation for decision making M Hartikainen, K Miettinen, MM Wiecek Mathematical Methods of Operations Research 73, 209-234, 2011 | 43 | 2011 |
| Simultaneous optimization of harvest schedule and measurement strategy A Kangas, M Hartikainen, K Miettinen Scandinavian journal of forest research 29 (sup1), 224-233, 2014 | 22 | 2014 |
| Sectoral policies cause incoherence in forest management and ecosystem service provisioning C Blattert, K Eyvindson, M Hartikainen, D Burgas, M Potterf, J Lukkarinen, ... Forest Policy and Economics 136, 102689, 2022 | 20 | 2022 |
| PAINT–SiCon: constructing consistent parametric representations of Pareto sets in nonconvex multiobjective optimization ME Hartikainen, A Lovison Journal of Global Optimization 62, 243-261, 2015 | 17 | 2015 |
| Integrating risk management tools for regional forest planning: an interactive multiobjective value-at-risk approach K Eyvindson, M Hartikainen, K Miettinen, A Kangas Canadian Journal of Forest Research 48 (7), 766-773, 2018 | 15 | 2018 |
| Interactive nonconvex pareto navigator for multiobjective optimization M Hartikainen, K Miettinen, K Klamroth European Journal of Operational Research 275 (1), 238-251, 2019 | 13 | 2019 |
| Identifying objectives for a learning space management system with value-focused thinking A Tuhkala, H Isomäki, M Hartikainen, AI Cristea, A Alessandrini Proceedings of the 9th International Conference on Computer Supported …, 2017 | 11 | 2017 |
| Data-based forest management with uncertainties and multiple objectives M Hartikainen, K Eyvindson, K Miettinen, A Kangas Machine Learning, Optimization, and Big Data: Second International Workshop …, 2016 | 11 | 2016 |
| Simultaneous optimization of harvest schedule and data quality A Kangas, M Hartikainen, K Miettinen Canadian Journal of Forest Research 45 (8), 1034-1044, 2015 | 10 | 2015 |
| Pareto front approximations for decision making with inherent non-dominance M Hartikainen, K Miettinen, MM Wiecek New State of MCDM in the 21st Century, Selected Papers of the 20th …, 2011 | 9 | 2011 |
| Applying the approximation method PAINT and the interactive method NIMBUS to the multiobjective optimization of operating a wastewater treatment plant ME Hartikainen, V Ojalehto, K Sahlstedt Engineering Optimization 47 (3), 328-346, 2015 | 8 | 2015 |
| ANOVA-MOP: ANOVA decomposition for multiobjective optimization M Tabatabaei, A Lovison, M Tan, M Hartikainen, K Miettinen SIAM Journal on Optimization 28 (4), 3260-3289, 2018 | 7 | 2018 |
| 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 | 6 | 2019 |
| Potential of interactive multiobjective optimization in supporting the design of a groundwater biodenitrification process G Saccani, J Hakanen, K Sindhya, V Ojalehto, M Hartikainen, M Antonelli, ... Journal of environmental management 254, 109770, 2020 | 4 | 2020 |
| On Generalizing Lipschitz Global Methods for Multiobjective Optimization A Lovison, ME Hartikainen Evolutionary Multi-Criterion Optimization, 264-278, 2015 | 4 | 2015 |
| Decision making on Pareto front approximations with inherent nondominance M Hartikainen, K Miettinen, MM Wiecek New State of MCDM in the 21st Century: Selected Papers of the 20th …, 2011 | 4 | 2011 |
| Approximation through interpolation in nonconvex multiobjective optimization M Hartikainen Jyväskylä studies in computing, 2011 | 3 | 2011 |
| A computationally inexpensive approach in multiobjective heat exchanger network synthesis M Hartikainen, K Miettinen Proceedings of the International Conference on Applied Operational Research …, 2010 | 3 | 2010 |
Jussi HakanenSenior AI Scientist, Silo AIVerified email at silo.ai
