DocumentCode
467833
Title
Particle Swarm Optimization Based on Pheromone Courtship Mode
Author
Lin, Jiann-Horng ; Wang, Chun-Kai
Author_Institution
I-Shou Univ., Kaohsiung
Volume
4
fYear
2007
fDate
19-22 Aug. 2007
Firstpage
2274
Lastpage
2279
Abstract
In this paper, we tried to use pheromone courtship mode of biology to improve particle swarm optimizer. In the nature, many living thing unfold many inconceivable social behaviors and the high wisdom, for example ant´s groups, migratory bird´s moving and looking for food, the fish group in order to evade the group class effect which preying on produces and so on. These swarm intelligence make the species not to become extinct. In this paper, we tried to use other swarm intelligences which not carried before. The living beings will release pheromone while seeking a spouse, use to attract the opposite sex to near. And we tried to use this kind of mode to solve the optimization problems.
Keywords
particle swarm optimisation; biology; particle swarm optimization; pheromone courtship mode; social behavior; Birds; Capacitive sensors; Cybernetics; Demand forecasting; Environmental management; Evolutionary computation; Information management; Machine learning; Marine animals; Particle swarm optimization; Particle swarm optimizer; Pheromone; Pheromone courtship mode;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4244-0973-0
Electronic_ISBN
978-1-4244-0973-0
Type
conf
DOI
10.1109/ICMLC.2007.4370524
Filename
4370524
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