| Presentation | 2006-06-16 A method for searching local mimimum of free energy for which convergence is guaranteed. Yukinori TONOSAKI, Yoshiyuki KABASHIMA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We investigate a method to search extensively many local minimum of an approximate free energy, which has been known as a technically difficult task. The proposed local search algorithm guarantees convergence to a local minimum of free energy when diagonal components of the Hessian of the given free energy are always positive. The method is applied to analysis of the 3-body spin glass model of low temperature. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | probablistic information processing / free enegy / spin glass |
| Paper # | NC2006-27 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2006/6/9(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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) | A method for searching local mimimum of free energy for which convergence is guaranteed. |
| Sub Title (in English) | |
| Keyword(1) | probablistic information processing |
| Keyword(2) | free enegy |
| Keyword(3) | spin glass |
| 1st Author's Name | Yukinori TONOSAKI |
| 1st Author's Affiliation | Department of Computational Intelligence and System Science, Interdisciplinary Graduate School of Science and Engineering, Tokyo Institute of Technology() |
| 2nd Author's Name | Yoshiyuki KABASHIMA |
| 2nd Author's Affiliation | Department of Computational Intelligence and System Science, Interdisciplinary Graduate School of Science and Engineering, Tokyo Institute of Technology |
| Date | 2006-06-16 |
| Paper # | NC2006-27 |
| Volume (vol) | vol.106 |
| Number (no) | 102 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |