| Presentation | 1999/3/19 Analog k-exchange approach for quadratic assignment problems Hirotaka Niitstuma, Shin Ishii, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this report, we propose aneural approach to the quadratic assignment problem (QAP). Our new approach is an analog version of k-exchange heuristic method, which exchanges elements whose number is smaller than k in a solution permutation. Since our approach can take a large k value, it realizes a middle-range and a short-range searches simultaneously. Experiments applied to relatively large-scale QAPs show that our approach is comparable to the present champion algorithms. Moreover, our approach can obtain better solutions than the previous champion algorithms for several benchmark problems. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | quadratic assignment problem / λ-opt / k-exchange / doubly constrained network |
| Paper # | NC98-165 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 1999/3/19(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) | Analog k-exchange approach for quadratic assignment problems |
| Sub Title (in English) | |
| Keyword(1) | quadratic assignment problem |
| Keyword(2) | λ-opt |
| Keyword(3) | k-exchange |
| Keyword(4) | doubly constrained network |
| 1st Author's Name | Hirotaka Niitstuma |
| 1st Author's Affiliation | Nara Institute of Science and Technology() |
| 2nd Author's Name | Shin Ishii |
| 2nd Author's Affiliation | Nara Institute of Science and Technology |
| Date | 1999/3/19 |
| Paper # | NC98-165 |
| Volume (vol) | vol.98 |
| Number (no) | 674 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |