| Presentation | 1996/7/24 Existence of Neural Representation of TSP Most Sharply Distinguishing its Optimal Solution and its Approximate Realization Satoshi Matsuda, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Taking traveling salesman problem as an example of combinatorial optimization problems, the existance of its mapping on Hopfield network is shown where a corner of state hypercube of the network is asymptotically stable if and only if it is an optimal solution. That is, one can always get optimal solution whenever the network converges to a corner. But this mapping can not be obtained without knowing optimal solution. So, its approximate realization is proposed, which is shwon, by simulations, to get good solutions very frequently. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Hopfield network / traveling salesman problem / optimal neural representation |
| Paper # | NC96-36 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 1996/7/24(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 | Neurocomputing (NC) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Existence of Neural Representation of TSP Most Sharply Distinguishing its Optimal Solution and its Approximate Realization |
| Sub Title (in English) | |
| Keyword(1) | Hopfield network |
| Keyword(2) | traveling salesman problem |
| Keyword(3) | optimal neural representation |
| 1st Author's Name | Satoshi Matsuda |
| 1st Author's Affiliation | Computer and Communication Research Center, Tokyo Electric Power Company() |
| Date | 1996/7/24 |
| Paper # | NC96-36 |
| Volume (vol) | vol.96 |
| Number (no) | 178 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |