Elite Directed Particle Swarm Optimization with Historical Information for High-Dimensional Problems

High-dimensional optimization problems are ubiquitous in every field nowadays, which seriously challenge the optimization ability of existing optimizers. To solve this kind of optimization problems effectively, this paper proposes an elite-directed particle swarm optimization (EDPSO) with historical...

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Main Authors: Qiang Yang, Yuanpeng Zhu, Xudong Gao, Dongdong Xu, Zhenyu Lu
Format: Artigo
Jezik:Inglês
Izdano: MDPI AG 2022-04-01
Serija:Mathematics
Teme:
large-scale optimization
particle swarm optimization
elite learning
historical information
high-dimensional problems
Online dostop:https://www.mdpi.com/2227-7390/10/9/1384
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