Particle Swarm Optimization of Weighted Fuzzy Neural Network Model
- Resource Type
- Conference
- Authors
- Ma, Ming; Zhang, Li-Biao
- Source
- 2012 Third Global Congress on Intelligent Systems Intelligent Systems (GCIS), 2012 Third Global Congress on. :58-61 Nov, 2012
- Subject
- Computing and Processing
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Fuzzy neural networks
Particle swarm optimization
Equations
Algorithm design and analysis
Optimization
Clustering algorithms
Fuzzy sets
fuzzy neural network
particle swarm optimization
fuzzy rule
- Language
- ISSN
- 2155-6083
2155-6091
Particle Swarm Optimization has been applied in many optimization problems. In this paper, we proposed a new algorithm based on PSO and applied to optimal the weighted fuzzy neural network. It takes some measures to avoid the algorithm into a local convergence and determine the structure of the fuzzy neural network based on the effective rules. Satisfactory results through experiments are obtained.