Cooperative differential evolution framework with utility-based adaptive grouping for large-scale optimization

Decomposing the large-scale problem into small-scale subproblems and optimizing them cooperatively are critical steps for solving large-scale optimization problem. This article proposes a cooperative differential evolution with utility-based adaptive grouping. The problem decomposition is adaptively...

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Bibliographic Details
Main Authors: Hongwei Ge, Liang Sun, Kai Zhang, Chunguo Wu
Format: Article
Language:English
Published: SAGE Publishing 2019-03-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/1687814019834161