Kalyanmoy Deb | Scholar Profiles and Rankings

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Enhanced Innovized Progress Operator for Evolutionary Multi- and Many-Objective Optimization (journal article) Mittal, Sukrit \| Saxena, Dhish Kumar \| Deb, Kalyanmoy \| Goodman, Erik D. IEEE Transactions on Evolutionary Computation, volume 26, issue 5, pages 961-975 (2022). 10.1109/TEVC.2021.3131952 Cited by (7) \| Cite \| Source
A speciation-based bilevel niching method for multimodal truss design problems (journal article) Islam, Md. Jakirul \| Li, Xiaodong \| Deb, Kalyanmoy Journal of Combinatorial Optimization, volume 44, issue 1, pages 172-206 (2022). 10.1007/s10878-021-00818-x Cite \| Source
Analyzing Dominance Move (MIP-DoM) Indicator for Multiobjective and Many-Objective Optimization (journal article) Lopes, Claudio Lucio do Val \| Martins, Flavio Vinicius Cruzeiro \| Wanner, Elizabeth Fialho \| Deb, Kalyanmoy IEEE Transactions on Evolutionary Computation, volume 26, issue 3, pages 476-489 (2022). 10.1109/TEVC.2021.3096669 Cited by (1) \| Cite \| Source
Bi-objective optimization of transcritical CO2 heat pump systems (journal article) Okasha, Ahmed \| Müller, Norbert \| Deb, Kalyanmoy Energy, volume 247 (2022). 10.1016/j.energy.2022.123469 Cited by (6) \| Cite \| Source
A Learning-based Innovized Progress Operator for Faster Convergence in Evolutionary Multi-objective Optimization (journal article) Mittal, Sukrit \| Saxena, Dhish Kumar \| Deb, Kalyanmoy \| Goodman, Erik D. ACM Transactions on Evolutionary Learning and Optimization, volume 2, issue 1, pages 1-29 (2022). 10.1145/3474059 Cited by (6) \| Cite \| Source
A customized genetic algorithm for bi-objective routing in a dynamic network (journal article) Maskooki, Alaleh \| Deb, Kalyanmoy \| Kallio, Markku European Journal of Operational Research, volume 297, issue 2, pages 615-629 (2022). 10.1016/j.ejor.2021.05.018 Cited by (13) \| Cite \| Source
Image-based benchmarking and visualization for large-scale global optimization (journal article) Harrison, Kyle Robert \| Bidgoli, Azam Asilian \| Rahnamayan, Shahryar \| Deb, Kalyanmoy Applied Intelligence, volume 52, issue 4, pages 4161-4191 (2022). 10.1007/s10489-021-02637-3 Cite \| Source
Benefits of sparse population sampling in multi-objective evolutionary computing for large-Scale sparse optimization problems (journal article) Kropp, Ian \| Nejadhashemi, A. Pouyan \| Deb, Kalyanmoy Swarm and Evolutionary Computation, volume 69 (2022). 10.1016/j.swevo.2021.101025 Cited by (12) \| Cite \| Source
Optimized Electric Machine Design Solutions with Efficient Handling of Constraints (conference) Khoshoo, Bhuvan \| Blank, Julian \| Pham, Thang \| Deb, Kalyanmoy \| Foster, Shanelle 2021 IEEE Symposium Series on Computational Intelligence (SSCI) (2021) Orlando, FL, USA 10.1109/SSCI50451.2021.9659909 Cited by (2) \| Cite \| Source
Interpretable AI Agent Through Nonlinear Decision Trees for Lane Change Problem (conference) Ghosh, Abhiroop \| Dhebar, Yashesh \| Guha, Ritam \| Deb, Kalyanmoy \| Nageshrao, Subramanya \| Zhu, Ling \| Tseng, Eric \| Filev, Dimitar 2021 IEEE Symposium Series on Computational Intelligence (SSCI) (2021) Orlando, FL, USA 10.1109/SSCI50451.2021.9659552 Cited by (2) \| Cite \| Source
Visualization-based Multi-Criterion Decision Making with NIMBUS Method Using Palette Viz (conference) Deb, Kalyanmoy \| Talukder, AKM Khaled A. 2021 IEEE Symposium Series on Computational Intelligence (SSCI) (2021) Orlando, FL, USA 10.1109/SSCI50451.2021.9660051 Cited by (1) \| Cite \| Source
A new gradient free local search mechanism for constrained multi-objective optimization problems (journal article) Uribe, Lourdes \| Lara, Adriana \| Deb, Kalyanmoy \| Schütze, Oliver Swarm and Evolutionary Computation, volume 67 (2021). 10.1016/j.swevo.2021.100938 Cited by (5) \| Cite \| Source
Interpretable Rule Discovery Through Bilevel Optimization of Split-Rules of Nonlinear Decision Trees for Classification Problems (journal article) Dhebar, Yashesh \| Deb, Kalyanmoy IEEE Transactions on Cybernetics, volume 51, issue 11, pages 5573-5584 (2021). 10.1109/TCYB.2020.3033003 Cited by (7) \| Cite \| Source
An improved visual analytics framework for high-dimensional pareto-optimal front: a case for multi-objective portfolio optimization (journal article) Talukder, AKM Khaled \| Deb, Kalyanmoy Journal of Banking and Financial Technology, volume 5, issue 2, pages 105-115 (2021). 10.1007/s42786-021-00031-8 Cite \| Source
Solving Mixed Pareto-Lexicographic Multiobjective Optimization Problems: The Case of Priority Levels (journal article) Lai, Leonardo \| Fiaschi, Lorenzo \| Cococcioni, Marco \| Deb, Kalyanmoy IEEE Transactions on Evolutionary Computation, volume 25, issue 5, pages 971-985 (2021). 10.1109/TEVC.2021.3068816 Cited by (6) \| Cite \| Source
Evolutionary Computation: An Emerging Framework for Practical Single and Multicriterion Optimization and Decision Making (book chapter) In Tutorials in Operations Research: Emerging Optimization Methods and Modeling Techniques with Applications Deb, Kalyanmoy INFORMS (2021) 10.1287/educ.2021.0231 Cite \| Source
A novel multi-objective model calibration method for ecohydrological applications (journal article) Hernandez-Suarez, J. Sebastian \| Nejadhashemi, A. Pouyan \| Deb, Kalyanmoy Environmental Modelling & Software, volume 144 (2021). 10.1016/j.envsoft.2021.105161 Cited by (5) \| Cite \| Source
A proximity-based surrogate-assisted method for simulation-based design optimization of a cylinder head water jacket (journal article) Ahrari, Ali \| Blank, Julian \| Deb, Kalyanmoy \| Li, Xianren Engineering Optimization, volume 53, issue 9, pages 1574-1592 (2021). 10.1080/0305215X.2020.1808972 Cited by (5) \| Cite \| Source
Neural Architecture Transfer (journal article) Lu, Zhichao \| Sreekumar, Gautam \| Goodman, Erik \| Banzhaf, Wolfgang \| Deb, Kalyanmoy \| Boddeti, Vishnu Naresh IEEE Transactions on Pattern Analysis and Machine Intelligence, volume 43, issue 9, pages 2971-2989 (2021). 10.1109/TPAMI.2021.3052758 Cited by (48) \| Cite \| Source
Solving the maximum edge disjoint path problem using a modified Lagrangian particle swarm optimisation hybrid (journal article) Weiner, Jake \| Ernst, Andreas T. \| Li, Xiaodong \| Sun, Yuan \| Deb, Kalyanmoy European Journal of Operational Research, volume 293, issue 3, pages 847-862 (2021). 10.1016/j.ejor.2021.01.009 Cited by (9) \| Cite \| Source