An integrated algorithm based on artificial bee colony and particle swarm optimization
- Resource Type
- Conference
- Authors
- Shi, Xiaohu; Li, Yanwen; Li, Haijun; Guan, Renchu; Wang, Liupu; Liang, Yanchun
- Source
- 2010 Sixth International Conference on Natural Computation Natural Computation (ICNC), 2010 Sixth International Conference on. 5:2586-2590 Aug, 2010
- Subject
- Components, Circuits, Devices and Systems
Computing and Processing
Signal Processing and Analysis
Communication, Networking and Broadcast Technologies
General Topics for Engineers
Particle swarm optimization
Optimization
Algorithm design and analysis
Clustering algorithms
Silicon
Benchmark testing
Artificial neural networks
particle swarm optimization
artificial bee colony
hybrid swarm intelligence
- Language
- ISSN
- 2157-9555
2157-9563
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.