| Presentation | 2003/6/16 A Data Fitting System for High Frequency Dynamical Systems by Genetic Programming, Simulated Annealing, and Adaptive Neuro Fuzzy Inference System Sulistiyo Sulistiyo, Zensho Nakao, Yen-Wei Chen, Kazunori Matsuo, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | There is a new method presented, which combines genetic programming (GP), simulated annealing (SA), and adaptive neuro fuzzy inference system (ANFIS) to make efficient and accurate data fitting for high frequency dynamical systems, even when some sampling data are missing. We combine advantages of GP and SA to get a mathematical model closer to the sampling data, and exploit advantages of ANFIS to minimize the approximation error due to the existence of complicated mathematical expressions. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Genetic Programming / Simulated Annealing / ANFIS / Dynamical Systems |
| Paper # | NLP2003-14 |
| Date of Issue |
| Conference Information | |
| Committee | NLP |
|---|---|
| Conference Date | 2003/6/16(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
|---|---|
| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Data Fitting System for High Frequency Dynamical Systems by Genetic Programming, Simulated Annealing, and Adaptive Neuro Fuzzy Inference System |
| Sub Title (in English) | |
| Keyword(1) | Genetic Programming |
| Keyword(2) | Simulated Annealing |
| Keyword(3) | ANFIS |
| Keyword(4) | Dynamical Systems |
| 1st Author's Name | Sulistiyo Sulistiyo |
| 1st Author's Affiliation | Faculty of Engineering, University of the Ryukyus() |
| 2nd Author's Name | Zensho Nakao |
| 2nd Author's Affiliation | Faculty of Engineering, University of the Ryukyus |
| 3rd Author's Name | Yen-Wei Chen |
| 3rd Author's Affiliation | Faculty of Engineering, University of the Ryukyus |
| 4th Author's Name | Kazunori Matsuo |
| 4th Author's Affiliation | Faculty of Engineering, University of the Ryukyus |
| Date | 2003/6/16 |
| Paper # | NLP2003-14 |
| Volume (vol) | vol.103 |
| Number (no) | 136 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |