Evolution Strategy-Based Many-Objective Evolutionary Algorithm Through Vector Equilibrium
IEEE Transactions on Cybernetics(2021)
摘要
In recent years, numerous many-objective evolutionary algorithms (MaOEAs) have been developed to search for well-diversified and well-converged Pareto optimal solutions for high-dimensional many-objective optimization problems (MaOPs). However, existing MaOEAs have to tackle some daunting challenges, including the emergence of dominance resistance solutions, effective diversity preservation scheme...
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关键词
Sociology,Statistics,Optimization,Shape,Magnetic particles,Approximation algorithms,Evolutionary computation
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