| Presentation | 1999/11/26 An Analysis and Interpretation of Real Data by Static Inverse Optimization Hong Zhang, Masumi Ishikawa, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a novel approach to solve inverse static optimization problems using the neural network learning with a quadratic criterion function which includes linear form. In the approach, an algorithm of deciding the pareto solutions with minimum value in attributes is proposed to apply it to a large quatity of data. The pareto solutions in data set and the inequality conditions can be decided by the algorithm in the less calculation times. To evaluate the effectiveness of the proposed method, Some simulation experiments were carried out, and the character of the criterion function decided by network learning was examined. The latent factor in deciding standard of tenants was interpreted to some rental residence data in Tokyo, etc.. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | static inverse optimization / neural network / structural learning with forgetting. |
| Paper # | NC99-57 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1999/11/26(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An Analysis and Interpretation of Real Data by Static Inverse Optimization |
| Sub Title (in English) | |
| Keyword(1) | static inverse optimization |
| Keyword(2) | neural network |
| Keyword(3) | structural learning with forgetting. |
| 1st Author's Name | Hong Zhang |
| 1st Author's Affiliation | Kyushu Institute of Technology() |
| 2nd Author's Name | Masumi Ishikawa |
| 2nd Author's Affiliation | Kyushu Institute of Technology |
| Date | 1999/11/26 |
| Paper # | NC99-57 |
| Volume (vol) | vol.99 |
| Number (no) | 473 |
| Page | pp.pp.- |
| #Pages | 8 |
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