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Keyword

many-objective optimization

Description: An optimization problem formulation involving more than two competing objective functions, often addressed with evolutionary algorithms and other multiobjective methods.
OpenAlex ID: keywords/many-objective-optimization
An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints
2013 · Kalyanmoy Deb, Himanshu Jain · IEEE Transactions on Evolutionary Computation · 7,165
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 Using Reference-Point Based Nondominated Sorting Approach, Part II: Handling Constraints and Extending to an Adaptive Approach
2013 · Himanshu Jain, Kalyanmoy Deb · IEEE Transactions on Evolutionary Computation · 2,179
HypE: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization
2010 · Johannes Bader, Eckart Zitzler · Evolutionary Computation · 2,081
A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization
2016 · Ran Cheng, Yaochu Jin, et al. · IEEE Transactions on Evolutionary Computation · 1,765
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
A Grid-Based Evolutionary Algorithm for Many-Objective Optimization
2013 · Shengxiang Yang, Miqing Li, et al. · IEEE Transactions on Evolutionary Computation · 894
A Knee Point-Driven Evolutionary Algorithm for Many-Objective Optimization
2014 · Xingyi Zhang, Ye Tian, et al. · IEEE Transactions on Evolutionary Computation · 868
Many-Objective Evolutionary Algorithms
2015 · Bingdong Li, Jinlong Li, et al. · ACM Computing Surveys · 815
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A New Dominance Relation-Based Evolutionary Algorithm for Many-Objective Optimization
2015 · Yuan Yuan, Hua Xu, et al. · IEEE Transactions on Evolutionary Computation · 752
A comprehensive survey on NSGA-II for multi-objective optimization and applications
2023 · Haiping Ma, Yajing Zhang, et al. · Artificial Intelligence Review · 728
Borg: An Auto-Adaptive Many-Objective Evolutionary Computing Framework
2012 · David Hadka, Patrick Reed · Evolutionary Computation · 719
Shift-Based Density Estimation for Pareto-Based Algorithms in Many-Objective Optimization
2013 · Miqing Li, Shengxiang Yang, et al. · IEEE Transactions on Evolutionary Computation · 715
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An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility
2017 · Ye Tian, Ran Cheng, et al. · IEEE Transactions on Evolutionary Computation · 703
MOEA/D with Adaptive Weight Adjustment
2013 · Yutao Qi, Xiaoliang Ma, et al. · Evolutionary Computation · 691
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A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization
2016 · Xingyi Zhang, Ye Tian, et al. · IEEE Transactions on Evolutionary Computation · 663
A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization
2016 · Tinkle Chugh, Yaochu Jin, et al. · IEEE Transactions on Evolutionary Computation · 628
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Performance of Decomposition-Based Many-Objective Algorithms Strongly Depends on Pareto Front Shapes
2016 · Hisao Ishibuchi, Yu Setoguchi, et al. · IEEE Transactions on Evolutionary Computation · 593
IGD Indicator-Based Evolutionary Algorithm for Many-Objective Optimization Problems
2018 · Yanan Sun, Gary G. Yen, et al. · IEEE Transactions on Evolutionary Computation · 566
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Two_Arch2: An Improved Two-Archive Algorithm for Many-Objective Optimization
2014 · Handing Wang, Licheng Jiao, et al. · IEEE Transactions on Evolutionary Computation · 558
A Survey of Multiobjective Evolutionary Algorithms based on Decomposition
2016 · Anupam Trivedi, Dipti Srinivasan, et al. · IEEE Transactions on Evolutionary Computation · 552
Evolutionary multiobjective optimization in water resources: The past, present, and future
2012 · P.M. Reed, D. Hadka, et al. · Advances in Water Resources · 543
A benchmark test suite for evolutionary many-objective optimization
2017 · Ran Cheng, Miqing Li, et al. · Complex & Intelligent Systems · 503
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A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization
2018 · Linqiang Pan, Cheng He, et al. · IEEE Transactions on Evolutionary Computation · 456
Pareto-, Aggregation-, and Indicator-Based Methods in Many-Objective Optimization
2007 · Tobias Wagner, Nicola Beume, et al. · Springer eBooks · 433
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Works count: 3,052
Citation count: 94,220
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