| Presentation | 1994/1/20 Search Space Level Analysis of Genetic Algorithms Takeshi Yamada, Ryohei Nakano, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The Job Shop Scheduling Problem is one of the most difficult NP- hard combinatorial optimization problems.This research investigates the influence of the differences of solution representations and search space structures on the quality of final solutionsobtained by using Genetic Algorithms through extensive computational experiments.Experiments have been done under different conditions:using bit strings or job sequences as solution representations,with different crossover operators,using search space structure of active schedules,nondelay schedules,or semiactive schedules. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Genetic Algorithms / job-shop scheduling problems / active schedules / combinatorial optimization / sequencing problems |
| Paper # | AI93-72 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 1994/1/20(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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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) | Search Space Level Analysis of Genetic Algorithms |
| Sub Title (in English) | |
| Keyword(1) | Genetic Algorithms |
| Keyword(2) | job-shop scheduling problems |
| Keyword(3) | active schedules |
| Keyword(4) | combinatorial optimization |
| Keyword(5) | sequencing problems |
| 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 | 1994/1/20 |
| Paper # | AI93-72 |
| Volume (vol) | vol.93 |
| Number (no) | 424 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |