| Presentation | 1994/6/17 Optimizing Penalty Coefficients in Hopfield-Uesaka Optimization Method Takeo Ikai, Yasutaka Yamaguchi, Takaaki Mano, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Uesaka transforms the Hopfield circuit into the dynamical system(interior dynamical system)which moves interior of hypercube, and derives optimalty conditions(U-optimality)based on the stability theory of dynamical system.The solution method using the interior dynamical system and U-optimal conditions is called here Hopfield-Uesaka opitimization method.U-optimal conditions are equivalent to a subset of Kuhn-Tucker optimal conditions and provide the existence of optimal penalty coefficients.Penalty interior gradient methods are proposed which find the optimal solution under optimizing penalty coefficients |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Hopfield circuits / Dynamical systems / Kuhn-Tucker optimality / Stability theory / Penalty methods |
| Paper # | NLP94-30 |
| Date of Issue |
| Conference Information | |
| Committee | NLP |
|---|---|
| Conference Date | 1994/6/17(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 | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Optimizing Penalty Coefficients in Hopfield-Uesaka Optimization Method |
| Sub Title (in English) | |
| Keyword(1) | Hopfield circuits |
| Keyword(2) | Dynamical systems |
| Keyword(3) | Kuhn-Tucker optimality |
| Keyword(4) | Stability theory |
| Keyword(5) | Penalty methods |
| 1st Author's Name | Takeo Ikai |
| 1st Author's Affiliation | Faculty of Engineering,University of Osaka Prefecture() |
| 2nd Author's Name | Yasutaka Yamaguchi |
| 2nd Author's Affiliation | Faculty of Engineering,University of Osaka Prefecture |
| 3rd Author's Name | Takaaki Mano |
| 3rd Author's Affiliation | NTT |
| Date | 1994/6/17 |
| Paper # | NLP94-30 |
| Volume (vol) | vol.94 |
| Number (no) | 98 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |