Title :
Selective ant colony optimization considering static evaluation
Author :
Yoshikawa, M. ; Miyachi, T.
Author_Institution :
Dept. of Inf. Eng., Meijo Univ., Nagoya, Japan
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;
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
DOI :
10.1109/ICCAE.2010.5451842
