A novel transcendental metaphor metaheuristic algorithm based on power method

A novel transcendental metaphor metaheuristic algorithm based on power method

Abstract This paper proposes a novel metaheuristic algorithm-the Power Method Algorithm (PMA), which is inspired by the power iteration method to solve complex optimization problems. PMA simulates the process of computing dominant eigenvalues and eigenvectors, incorporating strategies such as stocha...

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Bibliographic Details
Main Authors: Huiying Zhang, Hanshuo Wu, Yifei Gong, Xiao Pan, Qipeng Zhong
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Metaheuristic algorithm
Random perturbation
Geometric transformation strategy
Eigenvector problem
Optimization problem
Online Access:https://doi.org/10.1038/s41598-025-12307-w
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https://doi.org/10.1038/s41598-025-12307-w

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