A dual-adaptive stochastic reinforcement chimp optimization algorithm for fire detection and multidimensional problem solving

A dual-adaptive stochastic reinforcement chimp optimization algorithm for fire detection and multidimensional problem solving

Abstract Chimp optimization algorithm (CHOA) is a recently developed nature-inspired technique that mimics the swarm intelligence of chimpanzee colonies. However, the original CHOA suffers from slow convergence and a tendency to reach local optima when dealing with multidimensional problems. To addr...

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Bibliographic Details
Main Authors: Ziyang Zhang, Lingye Tan, Diego Martín, Leren Qian, Mohammad Khishe, Pradeep Jangir
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Chimp optimization algorithm
Metaheuristic
Twofold adaptive weighting
IEEE CEC-BC competitions
Optimization
Multidimensional problems
Online Access:https://doi.org/10.1038/s41598-024-82592-4
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https://doi.org/10.1038/s41598-024-82592-4

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