A Neighborhood-Assisted Framework for Differential Evolution

A Neighborhood-Assisted Framework for Differential Evolution

Differential evolution (DE), as a powerful and efficient evolutionary algorithm (EA), has shown its advantages in solving the complex optimization problems. In the literature, the utilization of neighborhood information has been attracting wide attention in the DE community due to its effectiveness...

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Bibliographic Details
Main Authors: Yiqiao Cai, Chi Shao, Huizhen Zhang, Shunkai Fu, Hui Tian, Yonghong Chen
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Differential evolution
neighborhood information
three-layer mechanism
neighborhood selection strategy
numerical optimization
Online Access:https://ieeexplore.ieee.org/document/8678772/

Internet

https://ieeexplore.ieee.org/document/8678772/

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