Optimal Design of the Fuzzy Navigation System for a Mobile Robot Using Evolutionary Algorithms

[摘要] This paper describes the optimization of an integration block within the proposed navigation control system for a mobile robot. The control blocks that the integrator will combine are two Fuzzy Inference Systems (FIS) in charge of tracking and reaction control, respectively. The integrator block is called a Weighted Fuzzy Inference System (WFIS) and assigns weights to the responses of each behaviour block, to combine them into a single response.

[学科分类] 自动化工程

[关键词] Fuzzy Control;Genetic Algorithms;Mobile Robots;Navigation