| A taxonomy for metamodeling frameworks for evolutionary multiobjective optimization K Deb, R Hussein, PC Roy, G Toscano-Pulido IEEE Transactions on Evolutionary Computation 23 (1), 104-116, 2018 | 96 | 2018 |
| A generative kriging surrogate model for constrained and unconstrained multi-objective optimization R Hussein, K Deb Proceedings of the Genetic and Evolutionary Computation Conference 2016, 573-580, 2016 | 74 | 2016 |
| Surrogate modeling approaches for multiobjective optimization: methods, taxonomy, and results K Deb, PC Roy, R Hussein Mathematical and Computational Applications 26 (1), 5, 2020 | 40 | 2020 |
| Classifying metamodeling methods for evolutionary multi-objective optimization: first results K Deb, R Hussein, P Roy, G Toscano Evolutionary Multi-Criterion Optimization: 9th International Conference, EMO …, 2017 | 25 | 2017 |
| Metamodeling for multimodal selection functions in evolutionary multi-objective optimization P Roy, R Hussein, K Deb Proceedings of the Genetic and Evolutionary Computation Conference, 625-632, 2017 | 14 | 2017 |
| Trust-region based multi-objective optimization for low budget scenarios PC Roy, R Hussein, J Blank, K Deb Evolutionary Multi-Criterion Optimization: 10th International Conference …, 2019 | 9 | 2019 |
| Switching between metamodeling frameworks for efficient multi-objective optimization R Hussein, PC Roy, K Deb 2018 IEEE Symposium Series on Computational Intelligence (SSCI), 1188-1195, 2018 | 8 | 2018 |
| Minimizing Expected Deviation in Upper Level Outcomes Due to Lower Level Decision Making in Hierarchical Multiobjective Problems K Deb, Z Lu, I Kropp, JS Hernandez-Suarez, R Hussein, S Miller, ... IEEE Transactions on Evolutionary Computation 27 (3), 505-519, 2022 | 7 | 2022 |
| Trust-region based algorithms with low-budget for multi-objective optimization PC Roy, J Blank, R Hussein, K Deb Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2018 | 6 | 2018 |
| Metamodeling in Evolutionary Multi-Objective Optimization for Constrained and Unconstrained Problems R Hussein Michigan State University, 2022 | | 2022 |
| Surrogate Modeling Approaches for Multi-Objective Optimization: Survey, Taxonomy, and Results K Deb, PC Roy, R Hussein | | |
Kalyanmoy DebUniversity Distinguished Professor, Electrical and Computer Engineering, Michigan State UniversityVerified email at egr.msu.edu
