| Presentation | 1998/2/5 An Optimization Problems Solver using a Neural Network Aya Suzuki, Kenya Jin'no, Mamoru Tanaka, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This article consider an optimaization problems solver using a neural network. Tank and Hopfield have proposed a linear programming solver with a neural network. The network can seek a minimum of an energy function, but they did not prove that this minimum corresponds to the solution of the problems. In this article, we popopose a novel synthesis procedure which can seek a minimum of a cost function for an optimization problems. Our system does not define the energy function, then the system may have an oscillating state. However, this system guantees that a fixed point corresponds to a minimum of a cost function. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | optimization problems / neural networks / fixed point / oscillate |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1998/2/5(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| 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 Optimization Problems Solver using a Neural Network |
| Sub Title (in English) | |
| Keyword(1) | optimization problems |
| Keyword(2) | neural networks |
| Keyword(3) | fixed point |
| Keyword(4) | oscillate |
| 1st Author's Name | Aya Suzuki |
| 1st Author's Affiliation | Department of Electrical Electronic Engineering, Sophia University() |
| 2nd Author's Name | Kenya Jin'no |
| 2nd Author's Affiliation | Department of Electrical Electronic Engineering, Sophia University |
| 3rd Author's Name | Mamoru Tanaka |
| 3rd Author's Affiliation | Department of Electrical Electronic Engineering, Sophia University |
| Date | 1998/2/5 |
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| Volume (vol) | vol.97 |
| Number (no) | 532 |
| Page | pp.pp.- |
| #Pages | 6 |
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