| Objective reduction in many-objective optimization: Linear and nonlinear algorithms DK Saxena, JA Duro, A Tiwari, K Deb, Q Zhang IEEE Transactions on Evolutionary Computation 17 (1), 77-99, 2012 | 326 | 2012 |
| Searching for Pareto-optimal solutions through dimensionality reduction for certain large-dimensional multi-objective optimization problems K Deb, D Saxena Proceedings of the world congress on computational intelligence (WCCI-2006 …, 2006 | 315 | 2006 |
| On finding pareto-optimal solutions through dimensionality reduction for certain large-dimensional multi-objective optimization problems K Deb, DK Saxena Kangal report 2005011, 1-19, 2005 | 258 | 2005 |
| Non-linear dimensionality reduction procedures for certain large-dimensional multi-objective optimization problems: Employing correntropy and a novel maximum variance unfolding DK Saxena, K Deb International Conference on Evolutionary Multi-Criterion Optimization, 772-787, 2007 | 147 | 2007 |
| An evolutionary multi-objective framework for business process optimisation K Vergidis, D Saxena, A Tiwari Applied Soft Computing 12 (8), 2638-2653, 2012 | 49 | 2012 |
| Framework for many-objective test problems with both simple and complicated Pareto-set shapes DK Saxena, Q Zhang, JA Duro, A Tiwari Evolutionary Multi-Criterion Optimization: 6th International Conference, EMO …, 2011 | 49 | 2011 |
| Using objective reduction and interactive procedure to handle many-objective optimization problems A Sinha, DK Saxena, K Deb, A Tiwari Applied Soft Computing 13 (1), 415-427, 2013 | 47 | 2013 |
| On handling a large number of objectives a posteriori and during optimization D Brockhoff, DK Saxena, K Deb, E Zitzler Multiobjective problem solving from nature: From concepts to applications …, 2008 | 45 | 2008 |
| Constrained many-objective optimization: A way forward DK Saxena, T Ray, K Deb, A Tiwari 2009 IEEE Congress on Evolutionary Computation, 545-552, 2009 | 41 | 2009 |
| Dimensionality reduction of objectives and constraints in multi-objective optimization problems: A system design perspective DK Saxena, K Deb 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on …, 2008 | 40 | 2008 |
| Trading on infeasibility by exploiting constraint’s criticality through multi-objectivization: A system design perspective DK Saxena, K Deb 2007 IEEE Congress on Evolutionary Computation, 919-926, 2007 | 36 | 2007 |
| Machine learning based decision support for many-objective optimization problems JA Duro, DK Saxena, K Deb, Q Zhang Neurocomputing 146, 30-47, 2014 | 32 | 2014 |
| Entropy-based termination criterion for multiobjective evolutionary algorithms DK Saxena, A Sinha, JA Duro, Q Zhang IEEE Transactions on Evolutionary Computation 20 (4), 485-498, 2015 | 31 | 2015 |
| Enhanced Innovized Progress Operator for Evolutionary Multi- and Many-Objective Optimization S Mittal, DK Saxena, K Deb, ED Goodman IEEE Transactions on Evolutionary Computation 26 (5), 961-975, 2021 | 19 | 2021 |
| A Learning-based Innovized Progress Operator for Faster Convergence in Evolutionary Multi-objective Optimization S Mittal, DK Saxena, K Deb, ED Goodman ACM Transactions on Evolutionary Learning and Optimization (TELO) 2 (1), 1-29, 2021 | 18 | 2021 |
| Learning-based multi-objective optimization through ANN-assisted online Innovization S Mittal, DK Saxena, K Deb Proceedings of the 2020 genetic and evolutionary computation conference …, 2020 | 15 | 2020 |
| On large-scale airline crew pairing generation D Aggarwal, DK Saxena, M Emmerich, S Paulose 2018 ieee symposium series on computational intelligence (ssci), 593-600, 2018 | 14 | 2018 |
| Real-world airline crew pairing optimization: customized genetic algorithm versus column generation method D Aggarwal, DK Saxena, T Bäck, M Emmerich International Conference on Evolutionary Multi-Criterion Optimization, 518-531, 2023 | 12 | 2023 |
| A new replica placement strategy based on multi-objective optimisation for HDFS Y Li, M Tian, Y Wang, Q Zhang, DK Saxena, L Jiao International Journal of Bio-Inspired Computation 16 (1), 13-22, 2020 | 12 | 2020 |
| A localized high-fidelity-dominance based many-objective evolutionary algorithm DK Saxena, S Mittal, S Kapoor, K Deb IEEE Transactions on Evolutionary Computation, 2022 | 9 | 2022 |
Kalyanmoy DebKoenig Endowed Chair Professor, Electrical and Computer Engineering, Michigan State UniversityVerified email at egr.msu.edu
