Enhanced secretary bird optimization algorithm with multi-strategy fusion and Cauchy–Gaussian crossover

Abstract To address the issues of low convergence accuracy and susceptibility to local optima in the Secretary Bird Optimization Algorithm (SBOA), this paper proposes an improved algorithm (UTFSBOA) that integrates multi-strategy collaboration and Cauchy-Gaussian crossover. The algorithm introduces...

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Bibliographic Details
Main Authors: Xinle Wang, Peijun Wei, Yancang Li
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-04469-4
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