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Surrogate-Assisted Niching Differential Evolution for hyperparameter optimization in Convolutional Neural Networks

delete2025-10-10
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PRE
AI
W
Wenhao Du
Z
Zhigang Ren *
F
Fan Li *
Y
Yidi Lin
DOI:10.1016/j.swevo.2025.102176delete
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Abstract

Abstract

En 中文
• A surrogate-assisted niching differential evolution is proposed. • A dual-space K-medoids niching method is designed. • A surrogate-assisted integrated differential evolution is introduced. • A dynamic computational resource allocation strategy is developed.

Journal

Swarm and Evolutionary Computation cover
Swarm and Evolutionary Computation
IF:
8.5
Papers:
2.2K
Citations:
1.0W

Organization

X
xi’an jiaotong university
Scholars:
7.7K
Papers: 2.4K
Citations: 1
U
University of Exeter
Scholars:
2.0W
Papers: 2.1W
Citations: 3.6W