A multi-stage knowledge-guided evolutionary algorithm for large-scale sparse multi-objective optimization problems

Zhuanlian Ding; Lei Chen; Dengdi Sun; Xingyi Zhang

doi:10.1016/j.swevo.2022.101119

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A multi-stage knowledge-guided evolutionary algorithm for large-scale sparse multi-objective optimization problems

Zhuanlian Ding Lei Chen Dengdi Sun Xingyi Zhang

Year: 2022 Journal: Swarm and Evolutionary Computation Vol: 73 Pages: 101119-101119 Publisher: Elsevier BV

DOI: 10.1016/j.swevo.2022.101119

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Keywords:

Computer science Curse of dimensionality Evolutionary algorithm Benchmark (surveying) Pareto principle Mathematical optimization Artificial intelligence Process (computing) Multi-objective optimization Scale (ratio) Convergence (economics) Machine learning Optimization problem Algorithm Mathematics

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Advanced Multi-Objective Optimization Algorithms

Physical Sciences → Computer Science → Computational Theory and Mathematics

Metaheuristic Optimization Algorithms Research

Physical Sciences → Computer Science → Artificial Intelligence

Evolutionary Algorithms and Applications

Physical Sciences → Computer Science → Artificial Intelligence

A multi-stage knowledge-guided evolutionary algorithm for large-scale sparse multi-objective optimization problems

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