An efficient eigenvector-based crossover for differential evolution: Simplifying with rank-one updates

We propose a new approach to enhancing the efficiency of the differential evolution (DE) algorithm, specifically targeting rotational invariance. The performance of the DE algorithm can be hampered by the crossover's dependency on the coordinate system, particularly in optimization problems inv...

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Bibliographic Details
Main Author: Tae Jong Choi
Format: Article
Language:English
Published: AIMS Press 2025-02-01
Series:AIMS Mathematics
Subjects:
Online Access:https://www.aimspress.com/article/doi/10.3934/math.2025162
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