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