DocumentCode
2288126
Title
An integrated algorithm based on artificial bee colony and particle swarm optimization
Author
Shi, Xiaohu ; Li, Yanwen ; Li, Haijun ; Guan, Renchu ; Wang, Liupu ; Liang, Yanchun
Author_Institution
Coll. of Comput. Sci. & Technol., Jilin Univ., Changchun, China
Volume
5
fYear
2010
fDate
10-12 Aug. 2010
Firstpage
2586
Lastpage
2590
Abstract
Based on particle swarm optimization (PSO) and artificial bee colony (ABC), a novel hybrid swarm intelligent algorithm is developed in this paper. Two information exchanging processes are introduced to share valuable information mutually between particle swarm and bee colony. Numerical results show that the proposed method is effective and performs better than both PSO and ABC.
Keywords
artificial intelligence; particle swarm optimisation; PSO; artificial bee colony; hybrid swarm intelligent algorithm; particle swarm optimization; Algorithm design and analysis; Artificial neural networks; Benchmark testing; Clustering algorithms; Optimization; Particle swarm optimization; Silicon; artificial bee colony; hybrid swarm intelligence; particle swarm optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation (ICNC), 2010 Sixth International Conference on
Conference_Location
Yantai, Shandong
Print_ISBN
978-1-4244-5958-2
Type
conf
DOI
10.1109/ICNC.2010.5583169
Filename
5583169
Link To Document