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Third International Conference on Information Technology and Applications (ICITA'05) Volume 1
Particle Swarm Optimization Learning Fuzzy Systems Design
Sydney, Australia
July 04-July 07
ISBN: 0-7695-2316-1
| ASCII Text | x | ||
| Hsuan-Ming Feng, "Particle Swarm Optimization Learning Fuzzy Systems Design," Information Technology and Applications, International Conference on, vol. 1, pp. 363-366, Third International Conference on Information Technology and Applications (ICITA'05) Volume 1, 2005. | |||
| BibTex | x | ||
| @article{ 10.1109/ICITA.2005.206, author = {Hsuan-Ming Feng}, title = {Particle Swarm Optimization Learning Fuzzy Systems Design}, journal ={Information Technology and Applications, International Conference on}, volume = {1}, year = {2005}, isbn = {0-7695-2316-1}, pages = {363-366}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICITA.2005.206}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Information Technology and Applications, International Conference on TI - Particle Swarm Optimization Learning Fuzzy Systems Design SN - 0-7695-2316-1 SP363 EP366 A1 - Hsuan-Ming Feng, PY - 2005 KW - null VL - 1 JA - Information Technology and Applications, International Conference on ER - | |||
A particle swarm optimization (PSO) learning algorithm is proposed in our research to generate fuzzy systems for balancing the car-pole system and approximating a nonlinear function. Trust to the devoted feature of PSO, i.e. simple implementation, fast convergence and small computational load, this paper illustrates the perfect PSO algorithm in detail with computer simulation to automatically tune some adjustable parameters of fuzzy systems. Computer simulation results on two nonlinear problems are derived to demonstrate the powerful PSO learning algorithm.
Citation:
Hsuan-Ming Feng, "Particle Swarm Optimization Learning Fuzzy Systems Design," icita, vol. 1, pp.363-366, Third International Conference on Information Technology and Applications (ICITA'05) Volume 1, 2005
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