Application of adaptive genetic algorithm in robot path planning

Aiming at the shortcomings of traditional genetic algorithm in path planning, such as infeasible paths, falling into local optimum, and too many turns, an improved adaptive genetic algorithm was proposed. The initial population was optimized by prior knowledge to get the initial population which did...

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Bibliographic Details
Main Authors: Hecheng SANG, Shuanjun SONG, Xupeng XING, Yuanyi MENG, Zhouqiang ZHANG, Mingwei TANG
Format: Article
Language:zho
Published: Editorial Office of Journal of XPU 2021-02-01
Series:Xi'an Gongcheng Daxue xuebao
Subjects:
Online Access:http://journal.xpu.edu.cn/en/#/digest?ArticleID=1019