Title :
Fermicidae swarm system
Author :
Taengtang, Thammarat ; Sitthivet, Witthaya ; Paithoonwattanakij, Kitti
Author_Institution :
Dept. of Electron., King Mongkut´ of Technol. Ladkrabang, Bangkok, Thailand
Abstract :
Improved an ant colony by firefly algorithm, in this paper is proposed the method that is interwoven between ant colony optimization and firefly algorithm to increase efficiency of solving the traveling salesmen problem it is called that Fermicidae swarm system (FSS). It uses relationship between pheromone and distance which is attractiveness and absorption coefficient. This method is based on ant colony optimization which state transition rule of ant colony is improved by adding detection, which is a condition of distances. The performance of FSS is divided into two parts: the speed and tour length of a result. A speedy result of FSS is faster than ACS and tour length of FSS is near the best result.
Keywords :
ant colony optimisation; travelling salesman problems; FSS; Fermicidae swarm system; ant colony optimization; firefly algorithm; pheromone; travelling salesmen problem; ant colony system; firefly algorthm; particle swarm;
Conference_Titel :
Information Technology and Electrical Engineering (ICITEE), 2013 International Conference on
Conference_Location :
Yogyakarta
Print_ISBN :
978-1-4799-0423-5
DOI :
10.1109/ICITEED.2013.6676224
