| Presentation | 2002/3/13 A Gradient Dynamical System for Solving Mixed Equality- Inequality Constrained Optimization Problems and its Application to the 0 - 1 Optimization Takeo IKAI, Koji KATAYAMA, Kunio FUKUNAGA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, a gradient dynamical system is derived for solving the optimization problems with mixed equality-inequality constraints, and is applied to the 0 - 1 optimization. This gradient dynamical system is the dynamical system an equilibrium point of which is equal to a local optimal solution, and is constructed from the Karush-Kuhn- Tucker optimality condition. Algorithms are also constructed for the direction vector and the variable step-size of an iteration method for solving the constrained optimization problems. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | mixed constrained optimization / gradient dynamical system / Hopfield-Uesaka optimization method / iteration method / variable step-size algorithm |
| Paper # | NC2001-222 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2002/3/13(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 Gradient Dynamical System for Solving Mixed Equality- Inequality Constrained Optimization Problems and its Application to the 0 - 1 Optimization |
| Sub Title (in English) | |
| Keyword(1) | mixed constrained optimization |
| Keyword(2) | gradient dynamical system |
| Keyword(3) | Hopfield-Uesaka optimization method |
| Keyword(4) | iteration method |
| Keyword(5) | variable step-size algorithm |
| 1st Author's Name | Takeo IKAI |
| 1st Author's Affiliation | Graduate School of Engineering, Osaka Prefecture University() |
| 2nd Author's Name | Koji KATAYAMA |
| 2nd Author's Affiliation | Graduate School of Engineering, Osaka Prefecture University |
| 3rd Author's Name | Kunio FUKUNAGA |
| 3rd Author's Affiliation | Graduate School of Engineering, Osaka Prefecture University |
| Date | 2002/3/13 |
| Paper # | NC2001-222 |
| Volume (vol) | vol.101 |
| Number (no) | 737 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |