DocumentCode :
3064662
Title :
A New Path Planning Method Based on Firefly Algorithm
Author :
Liu, Chang ; Gao, Zhongqiang ; Zhao, Weihua
Author_Institution :
Dept. of Autom., Univ. of Harbin Eng., Harbin, China
fYear :
2012
fDate :
23-26 June 2012
Firstpage :
775
Lastpage :
778
Abstract :
Firefly algorithm is a new nature-inspired algorithm and has been used gradually in solving optimization problems. a path planning method based on firefly algorithm was proposed. After the detailed analysis of the basic algorithm, random parameter and absorption parameter were designed to be adaptive, and this can improve the solution quality and convergence speed of the firefly algorithm. According to the characteristics of path planning, the coding of firefly algorithm, the design of evaluation function and path planning method were completed. Simulation tests verified the effectiveness of the improved algorithm and the feasibility of path planning method based on firefly algorithm.
Keywords :
convergence; optimisation; path planning; absorption parameter; convergence speed; firefly algorithm; nature-inspired algorithm; optimization problems; path planning; random parameter; solution quality; Absorption; Algorithm design and analysis; Brightness; Convergence; Fires; Optimization; Path planning; adaptive parameters; evaluation function; firefly algorithm; path planning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Sciences and Optimization (CSO), 2012 Fifth International Joint Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4673-1365-0
Type :
conf
DOI :
10.1109/CSO.2012.174
Filename :
6274838
Link To Document :
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