A novel differential evolution algorithm with multi-population and elites regeneration.

doi:10.1371/journal.pone.0302207

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Article

A novel differential evolution algorithm with multi-population and elites regeneration.

PloS one - 1 Jan 2024

Cao Yang, Luan Jingzheng

Abstract excerpt

Differential Evolution (DE) is widely recognized as a highly effective evolutionary algorithm for global optimization. It has proven its efficacy in tackling diverse problems across various fields and real-world applications. DE boasts several advantages, such as ease of implementation, reliability, speed, and adaptability. However, DE does have certain limitations, such as suboptimal solution exploitation and...

Topics

Algorithms
Biological Evolution
Mutation

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