An Entropy-Assisted Particle Swarm Optimizer for Large-Scale Optimization Problem

An Entropy-Assisted Particle Swarm Optimizer for Large-Scale Optimization Problem

Diversity maintenance is crucial for particle swarm optimizer’s (PSO) performance. However, the update mechanism for particles in the conventional PSO is poor in the performance of diversity maintenance, which usually results in a premature convergence or a stagnation of exploration in the...

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Bibliographic Details
Main Authors: Weian Guo, Lei Zhu, Lei Wang, Qidi Wu, Fanrong Kong
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Mathematics
Subjects:
diversity maintenance
particle swarm optimizer
entropy
large scale optimization
Online Access:https://www.mdpi.com/2227-7390/7/5/414

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