| Presentation | 1996/5/24 Scheduling by Genetic Local Search with Multi-Step Crossover Takeshi YAMADA, Ryohei NAKANO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, multi-step crossover (MSX) and a local search method are unified into a single operator called MSXF. MSXF utilizes a neighborhood structure and a distance measure in the search space. In MSXF, a solution, initially set to be one of the parents, is stochastically replaced by a relatively good solution in the neighborhood, where the replacement is biased toward the other parent. This process is repeated until reaching the other parent, and the best solution generated in the process is selected as an offspring. Using job-shop scheduling problem (JSSP) benchmarks, MSXF was evaluated in a GA framework as a high-level crossover working on the critical path of a schedule. Experiments showed the promising performance of MSXF/GA. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Genetic Algorithms / multi-step crossover / job-shop scheduling / neighborhood search |
| Paper # | AI96-2 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 1996/5/24(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Scheduling by Genetic Local Search with Multi-Step Crossover |
| Sub Title (in English) | |
| Keyword(1) | Genetic Algorithms |
| Keyword(2) | multi-step crossover |
| Keyword(3) | job-shop scheduling |
| Keyword(4) | neighborhood search |
| 1st Author's Name | Takeshi YAMADA |
| 1st Author's Affiliation | NTT Communication Science Laboratories() |
| 2nd Author's Name | Ryohei NAKANO |
| 2nd Author's Affiliation | NTT Communication Science Laboratories |
| Date | 1996/5/24 |
| Paper # | AI96-2 |
| Volume (vol) | vol.96 |
| Number (no) | 77 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |