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Keyword

constrained multi-objective optimization

Description: Constrained multi-objective optimization is the process of optimizing several competing objectives while satisfying specified feasibility conditions or restrictions.
OpenAlex ID: keywords/constrained-multi-objective-optimization
A fast and elitist multiobjective genetic algorithm: NSGA-II
2002 · K. Deb, A. Pratap, et al. · IEEE Transactions on Evolutionary Computation · 49,775
Pymoo: Multi-Objective Optimization in Python
2020 · Julian Blank, Kalyanmoy Deb · IEEE Access · 2,370
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An Evolutionary Many-Objective Optimization Algorithm Based on Dominance and Decomposition
2014 · Ke Li, Kalyanmoy Deb, et al. · IEEE Transactions on Evolutionary Computation · 1,208
Two-Archive Evolutionary Algorithm for Constrained Multiobjective Optimization
2018 · Ke Li, Renzhi Chen, et al. · IEEE Transactions on Evolutionary Computation · 755
A Coevolutionary Framework for Constrained Multiobjective Optimization Problems
2020 · Ye Tian, Tao Zhang, et al. · IEEE Transactions on Evolutionary Computation · 740
Push and pull search for solving constrained multi-objective optimization problems
2018 · Zhun Fan, Wenji Li, et al. · Swarm and Evolutionary Computation · 597
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A Survey of Multiobjective Evolutionary Algorithms based on Decomposition
2016 · Anupam Trivedi, Dipti Srinivasan, et al. · IEEE Transactions on Evolutionary Computation · 552
Handling Constrained Multiobjective Optimization Problems With Constraints in Both the Decision and Objective Spaces
2019 · Zhi-Zhong Liu, Yong Wang · IEEE Transactions on Evolutionary Computation · 488
Evolutionary Constrained Multiobjective Optimization: Test Suite Construction and Performance Comparisons
2019 · Zhongwei Ma, Yong Wang · IEEE Transactions on Evolutionary Computation · 459
An improved epsilon constraint-handling method in MOEA/D for CMOPs with large infeasible regions
2019 · Zhun Fan, Wenji Li, et al. · Soft Computing · 453
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A Survey on Evolutionary Constrained Multiobjective Optimization
2022 · Jing Liang, Xuanxuan Ban, et al. · IEEE Transactions on Evolutionary Computation · 441
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Balancing Objective Optimization and Constraint Satisfaction in Constrained Evolutionary Multiobjective Optimization
2021 · Ye Tian, Yajie Zhang, et al. · IEEE Transactions on Cybernetics · 386
Difficulty Adjustable and Scalable Constrained Multiobjective Test Problem Toolkit
2019 · Zhun Fan, Wenji Li, et al. · Evolutionary Computation · 336
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An easy-to-use real-world multi-objective optimization problem suite
2020 · Ryoji Tanabe, Hisao Ishibuchi · Applied Soft Computing · 325
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Water cycle algorithm for solving constrained multi-objective optimization problems
2014 · Ali Sadollah, Hadi Eskandar, et al. · Applied Soft Computing · 282
An Evolutionary Multitasking Optimization Framework for Constrained Multiobjective Optimization Problems
2022 · Kangjia Qiao, Kunjie Yu, et al. · IEEE Transactions on Evolutionary Computation · 275
Data-Driven Aerospace Engineering: Reframing the Industry with Machine Learning
2021 · Steven L. Brunton, J. Nathan Kutz, et al. · AIAA Journal · 261
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A Dual-Population-Based Evolutionary Algorithm for Constrained Multiobjective Optimization
2021 · Mengjun Ming, Anupam Trivedi, et al. · IEEE Transactions on Evolutionary Computation · 258
Handling Constrained Multiobjective Optimization Problems via Bidirectional Coevolution
2021 · Zhi-Zhong Liu, Bing-Chuan Wang, et al. · IEEE Transactions on Cybernetics · 256
Dynamic Auxiliary Task-Based Evolutionary Multitasking for Constrained Multiobjective Optimization
2022 · Kangjia Qiao, Kunjie Yu, et al. · IEEE Transactions on Evolutionary Computation · 254
A Constrained Multiobjective Evolutionary Algorithm With Detect-and-Escape Strategy
2020 · Qingling Zhu, Qingfu Zhang, et al. · IEEE Transactions on Evolutionary Computation · 253
A multi-stage evolutionary algorithm for multi-objective optimization with complex constraints
2021 · Haiping Ma, Haoyu Wei, et al. · Information Sciences · 242
Utilizing the Relationship Between Unconstrained and Constrained Pareto Fronts for Constrained Multiobjective Optimization
2022 · Jing Liang, Kangjia Qiao, et al. · IEEE Transactions on Cybernetics · 230
Dynamic Selection Preference-Assisted Constrained Multiobjective Differential Evolution
2021 · Kunjie Yu, Jing Liang, et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 229
A hierarchical global path planning approach for mobile robots based on multi-objective particle swarm optimization
2017 · Thi Thoa Mac, Cosmin Copot, et al. · Applied Soft Computing · 226
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Works count: 1,581
Citation count: 82,950
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