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Improved Quantum-Behaved Particle Swarm Algorithm Based on Levy Flight.

Authors :
Zheng, Song
Zhou, Xinwei
Zheng, Xiaoqing
Ge, Ming
Source :
Mathematical Problems in Engineering. 5/28/2020, p1-10. 10p.
Publication Year :
2020

Abstract

To improve convergence speed and search accuracy, this paper proposes an improved quantum-behaved particle swarm optimization algorithm based on Levy flight. The improved algorithm reduces the probability of a local optimal solution through Levy flight and enhances the accuracy of the later search through a postsearch strategy. During the search process, the probability of quantum behavior is retained and the directivity of the particles is strengthened. According to the simulation comparison results, the improved quantum-behaved particle swarm algorithm exhibits faster convergence speed and higher accuracy. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
1024123X
Database :
Academic Search Index
Journal :
Mathematical Problems in Engineering
Publication Type :
Academic Journal
Accession number :
143474497
Full Text :
https://doi.org/10.1155/2020/3230643