| Presentation | 2001/6/22 Rainfall Forecast Using a Neural Network with a Real-Coded Genetical Preprocessing Seiji Ito, Yasue Mitsukura, Minoru Fukumi, Norio Akamatsu, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, rainfall is predicted by a Neural Network(NN) and a Genetic Algorithm(GA). GA selects data needed to predict the rainfall. NN learns and predicts it using attributes selected by GA. The real-coded GA is used to decide data priority, and data really needed for the rainfall forecast is selected based on the priority. Finally, in order to show the effectiveness of the proposed rainfall prediction system, computer simulations are performed for real weather data. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Neural Network / Real-Coded GA / Rainfall Forecast |
| Paper # | NC2001-33 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 2001/6/22(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 | Neurocomputing (NC) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Rainfall Forecast Using a Neural Network with a Real-Coded Genetical Preprocessing |
| Sub Title (in English) | |
| Keyword(1) | Neural Network |
| Keyword(2) | Real-Coded GA |
| Keyword(3) | Rainfall Forecast |
| 1st Author's Name | Seiji Ito |
| 1st Author's Affiliation | Department of Information Science & Intelligent Systems, Faculty of Engineering University of Tokushima() |
| 2nd Author's Name | Yasue Mitsukura |
| 2nd Author's Affiliation | Department of Information Science & Intelligent Systems, Faculty of Engineering University of Tokushima |
| 3rd Author's Name | Minoru Fukumi |
| 3rd Author's Affiliation | Department of Information Science & Intelligent Systems, Faculty of Engineering University of Tokushima |
| 4th Author's Name | Norio Akamatsu |
| 4th Author's Affiliation | Department of Information Science & Intelligent Systems, Faculty of Engineering University of Tokushima |
| Date | 2001/6/22 |
| Paper # | NC2001-33 |
| Volume (vol) | vol.101 |
| Number (no) | 154 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |