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Information entropy based evolutionary multitasking optimization

delete2026-01-13
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PRE
AI
S
Shuijia Li
王锐 cover
王锐 (Rui Wang)
龚文引 (Wenyin Gong)
Y
Yanchi Li
D
Delong Chen
Z
Zuowen Liao
DOI:10.1016/j.eswa.2026.131137delete
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Abstract

Abstract

En 中文
• Introduce a novel information entropy guidance mechanism for evolutionary multitasking optimization. • Propose an information entropy-based adaptive mutation strategy selection mechanism. • Develop an information entropy-based knowledge transfer strategy. • Validate the effectiveness of IEDE through comprehensive benchmark and a practical application.

Journal

Expert Systems with Applications cover
Expert Systems with Applications
IF:
7.5
Papers:
2.9W
Citations:
10.2W

Organization

N
national university of defense technology
Scholars:
4.2K
Papers: 1.3K
Citations: 0
B
beibu gulf university
Scholars:
93
Papers: 43
Citations: 0
C
china university of geosciences
Scholars:
7.9K
Papers: 2.9K
Citations: 0
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