Article
A novel hybrid PSO based on levy flight and wavelet mutation for global optimization.
PloS one - 1 Jan 2023
Gao Yong, Zhang Hao, Duan Yingying, Zhang Huaifeng
Abstract excerpt
The concise concept and good optimization performance are the advantages of particle swarm optimization algorithm (PSO), which makes it widely used in many fields. However, when solving complex multimodal optimization problems, it is easy to fall into early convergence. The rapid loss of population diversity is one of the important reasons why the PSO algorithm falls into early convergence. For this reason, this...
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