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
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;
Conference_Titel :
Natural Computation (ICNC), 2010 Sixth International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5958-2
DOI :
10.1109/ICNC.2010.5583169
