Boosting Cooperative Coevolution for Large Scale Optimization With a Fine-Grained Computation Resource Allocation Strategy

Cooperative coevolution (CC) has shown great potential for solving large-scale optimization problems (LSOPs). However, traditional CC algorithms often waste part of the computation resource (CR) as they equally allocate CR among all subproblems. The recently developed contribution-based CC algorithm...

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Bibliographic Details
Published in:	IEEE transactions on cybernetics Vol. 49; no. 12; pp. 4180 - 4193
Main Authors:	Ren, Zhigang, Liang, Yongsheng, Zhang, Aimin, Yang, Yang, Feng, Zuren, Wang, Lin
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.12.2019 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Boosting Business competition Computation resource allocation (CRA) cooperative coevolution (CC) Cybernetics differential evolution (DE) Evolutionary computation Fitness Iterative methods large scale optimization Mathematical model Mathematical models Optimization Partitioning algorithms Resource allocation Resource management Sun
ISSN:	2168-2267, 2168-2275, 2168-2275
Online Access:	Get full text
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