A review on bilevel optimization: From classical to evolutionary approaches and applications A Sinha, P Malo, K Deb IEEE Transactions on Evolutionary Computation 22 (2), 276-295, 2017 | 735 | 2017 |
An interactive evolutionary multiobjective optimization method based on progressively approximated value functions K Deb, A Sinha, PJ Korhonen, J Wallenius IEEE Transactions on Evolutionary Computation 14 (5), 723-739, 2010 | 265 | 2010 |
Good debt or bad debt: Detecting semantic orientations in economic texts P Malo, A Sinha, P Korhonen, J Wallenius, P Takala Journal of the Association for Information Science and Technology 65 (4 …, 2014 | 219 | 2014 |
Multi-objective test problems, linkages, and evolutionary methodologies K Deb, A Sinha, S Kukkonen Proceedings of the 8th annual conference on Genetic and evolutionary …, 2006 | 189 | 2006 |
An efficient and accurate solution methodology for bilevel multi-objective programming problems using a hybrid evolutionary-local-search algorithm K Deb, A Sinha Evolutionary computation 18 (3), 403-449, 2010 | 174 | 2010 |
Finding optimal strategies in a multi-period multi-leader–follower Stackelberg game using an evolutionary algorithm A Sinha, P Malo, A Frantsev, K Deb Computers & Operations Research 41, 374-385, 2014 | 163 | 2014 |
Solving bilevel multi-objective optimization problems using evolutionary algorithms K Deb, A Sinha Evolutionary Multi-Criterion Optimization: 5th International Conference, EMO …, 2009 | 135 | 2009 |
Local search based evolutionary multi-objective optimization algorithm for constrained and unconstrained problems K Sindhya, A Sinha, K Deb, K Miettinen 2009 IEEE Congress on Evolutionary Computation, 2919-2926, 2009 | 116 | 2009 |
Multi-objective stackelberg game between a regulating authority and a mining company: A case study in environmental economics A Sinha, P Malo, A Frantsev, K Deb 2013 IEEE congress on evolutionary computation, 478-485, 2013 | 109 | 2013 |
Test problem construction for single-objective bilevel optimization A Sinha, P Malo, K Deb Evolutionary computation 22 (3), 439-477, 2014 | 94 | 2014 |
A population-based, steady-state procedure for real-parameter optimization A Sinha, S Tiwari, K Deb 2005 IEEE Congress on Evolutionary Computation 1, 514-521, 2005 | 94 | 2005 |
Efficient evolutionary algorithm for single-objective bilevel optimization A Sinha, P Malo, K Deb arXiv preprint arXiv:1303.3901, 2013 | 90 | 2013 |
Evolutionary algorithm for bilevel optimization using approximations of the lower level optimal solution mapping A Sinha, P Malo, K Deb European Journal of Operational Research 257 (2), 395-411, 2017 | 89 | 2017 |
An improved bilevel evolutionary algorithm based on quadratic approximations A Sinha, P Malo, K Deb 2014 IEEE congress on evolutionary computation (CEC), 1870-1877, 2014 | 82 | 2014 |
An interactive evolutionary multi-objective optimization algorithm with a limited number of decision maker calls A Sinha, P Korhonen, J Wallenius, K Deb European Journal of Operational Research 233 (3), 674-688, 2014 | 67 | 2014 |
Using Karush-Kuhn-Tucker proximity measure for solving bilevel optimization problems A Sinha, T Soun, K Deb Swarm and evolutionary computation 44, 496-510, 2019 | 54 | 2019 |
A bilevel optimization approach to automated parameter tuning A Sinha, P Malo, P Xu, K Deb Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014 | 52 | 2014 |
Solving bilevel multicriterion optimization problems with lower level decision uncertainty A Sinha, P Malo, K Deb, P Korhonen, J Wallenius IEEE Transactions on Evolutionary Computation 20 (2), 199-217, 2015 | 51 | 2015 |
A population-based, parent centric procedure for constrained real-parameter optimization A Sinha, A Srinivasan, K Deb 2006 IEEE International Conference on Evolutionary Computation, 239-245, 2006 | 47 | 2006 |
Bilevel optimization based on iterative approximation of multiple mappings A Sinha, Z Lu, K Deb, P Malo Journal of Heuristics 26, 151-185, 2020 | 46 | 2020 |