Modular Harris Hawks optimization with trend-guided differential evolution and Gaussian exploration for global optimization and engineering design

Abstract This paper presents DEHHO, a modular and lightweight variant of Harris Hawks Optimization (HHO), engineered to mitigate the stagnation and directional instability often encountered in high-dimensional and structurally complex optimization tasks. The proposed framework integrates two synergi...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Feng Kang, Xin Su
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Nature Portfolio 2026-01-01
Schriftenreihe:	Scientific Reports
Schlagworte:	Harris Hawks optimization Differential evolution Gaussian perturbation Trend-guided exploitation Modular metaheuristic design
Online-Zugang:	https://doi.org/10.1038/s41598-026-35565-8
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