Research on smooth path planning method based on improved ant colony algorithm optimized by Floyd algorithm

Aiming at the problems of slow convergence and easy fall into local optimal solution of the classic ant colony algorithm in path planning, an improved ant colony algorithm is proposed. Firstly, the Floyd algorithm is introduced to generate the guiding path, and increase the pheromone content on the...

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Bibliographic Details
Main Authors: Lina Wang, Hejing Wang, Xin Yang, Yanfeng Gao, Xiaohong Cui, Binrui Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-08-01
Series:Frontiers in Neurorobotics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnbot.2022.955179/full