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Learning Adaptive Differential Evolution Algorithm From Optimization Experiences by Policy Gradient

Published in IEEE Transactions on Evolutionary Computation • Feb 19, 2021
NobleIDNI0P30W71R17S02
Authors:
Jianyong Sun
,
Xin Liu
,
Thomas Bäck

Abstract

Differential evolution is one of the most prestigious population-based stochastic optimization algorithm for black-box problems. The performance of a differential evolution algorithm depends highly on its mutation and crossover strategy and associated control parameters. However, the determination p...

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