Path Planning of Mobile Robots Based on a Multi-Population Migration Genetic Algorithm

In the field of robot path planning, aiming at the problems of the standard genetic algorithm, such as premature maturity, low convergence path quality, poor population diversity, and difficulty in breaking the local optimal solution, this paper proposes a multi-population migration genetic algorith...

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Detalhes bibliográficos
Principais autores: Kun Hao, Jiale Zhao, Kaicheng Yu, Cheng Li, Chuanqi Wang
Formato: Artigo
Idioma:English
Publicado em: MDPI AG 2020-10-01
coleção:Sensors
Assuntos:
Acesso em linha:https://www.mdpi.com/1424-8220/20/20/5873