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Modified PSO algorithm for solving matrix eigenvalues

Year: 2012

Type: article

Abstract: To improve the situation that eigenvalue of matrix is gained one-by-one through the application of Particle Swarm Optimization, a new kind of Particle Swarm Optimization is proposed. The modified Particle Swarm Optimization probably changes the fitness function after one eigenvalue is gained. Through this strategy, all the eigenvalues of a matrix will be got through one application of Particle Swarm Optimization. Simulation experiment with four kinds of matrix shows the practicality and effectiveness of the modified Particle Swarm Optimization.

Source: Computer Engineering and Applications Journal

Author: Xuehai He

Institution: Chongqing University

Language: English

Topic: Metaheuristic Optimization Algorithms Research

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W2376885283

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