Enhancing Differential Evolution on Continuous Optimization Problems by Detecting Promising Leaders

Due to that the performance of differential evolution (DE) significantly depends on offspring generation strategies, various DE variants have been reported with the improved mutation operators. However, on the one hand, the mutation operators in most DE variants are guided by the elites in terms of...

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Bibliographic Details
Main Authors: Yiqiao Cai, Duanwei Wu, Shaopeng Liu, Shunkai Fu, Peizhong Liu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9296760/