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Cooperative co-evolution based differential evolutional algorithm

delete2026-01-07
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PRE
AI
J
Junyi Gou
Z
Zhenghao Song
孙亮亮 cover
孙亮亮 (Liangliang Sun)
N
Natalja M. Matsveichuk
Y
Yuri N. Sotskov
张
张其春 (Qichun Zhang)
G
Ge Guo
DOI:10.1016/j.eswa.2025.130876delete
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Abstract

Abstract

En 中文
• A bi-stage parameter control strategy based on inverse hyperbolic function. • A dynamic step-length perturbation strategy for individual modification. • A population diversity control strategy leveraging covariance and extensive historical information. • A large test suite comprising 72 benchmark functions for comprehensive validation.

Journal

Expert Systems with Applications cover
Expert Systems with Applications
IF:
7.5
Papers:
3.0W
Citations:
10.4W

Organization

No organization information available
Cited Papers

Cited Papers

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A diversity metric for population-based metaheuristic algorithms
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errValentín Osuna-Enciso; Erik Cuevas; Bernardo Morales Castañeda
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Differential Evolution: A Survey on Their Operators and Variants
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errReyes-Davila, Elivier; Haro, Eduardo H.; Casas-Ordaz, Angel; Oliva, Diego; Avalos, Omar
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Differential evolution based on individual information parameter setting and diversity measurement of aggregated distribution
err2025-02-01
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PREAI
errSong, Zhenghao; Sun, Liangliang; Matsveichuk, Natalja; Sotskov, Yuri; Jiang, Shenglong; Yu, Yang
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Landscape-assisted multi-operator differential evolution for solving constrained optimization problems
err2020-12-01
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PREAI
errSallam, Karam M.; Elsayed, Saber M.; Sarker, Ruhul A.; Essam, Daryl L.
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An Adaptive Mechanism With Cooperative Coevolution and Covariance for Differential Evolution
err2021-01-01
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errOAAI
errWang, Bin; Ren, Lu; Prado, Juan Diego; He, Wenjuan; Jin, Haiyan; Jiang, Qiaoyong; Wang, Xiaofan
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