DocumentCode
2165861
Title
Selective ant colony optimization considering static evaluation
Author
Yoshikawa, M. ; Miyachi, T.
Author_Institution
Dept. of Inf. Eng., Meijo Univ., Nagoya, Japan
Volume
3
fYear
2010
fDate
26-28 Feb. 2010
Firstpage
22
Lastpage
25
Abstract
This paper discusses an selective ant colony optimization algorithm. The proposed algorithm introduces the exclusive mechanism which utilizes the static evaluation of ACO. It reduces not only the calculation time, but also the total number of steps for the selection, while keeping the quality of solutions. Simulation results using benchmark data prove the validity of the proposed algorithm.
Keywords
optimisation; exclusive mechanism; selective ant colony optimization; static evaluation; Ant colony optimization; Computational modeling; Feedback; Genetic algorithms; Insects; Intelligent agent; Particle swarm optimization; Probability; Simulated annealing; Traveling salesman problems; Ant Colony Optimization; Calculation time; Static evaluation;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on
Conference_Location
Singapore
Print_ISBN
978-1-4244-5585-0
Electronic_ISBN
978-1-4244-5586-7
Type
conf
DOI
10.1109/ICCAE.2010.5451842
Filename
5451842
Link To Document