| Presentation | 2000/5/19 Solying Multi-Objective Flowshop Scheduling Problem by Improved Genetic Algorithm Ishibashi Hiroyuki, Aguirre Hernan, Tanaka Kiyoshi, Sugimura Tatsuo, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Because many problems in real world applications, such as decision making, include multiple objective functions in trade-off relationship, the problem often becomes a multi-objective optimization problem(MOP). In this work, we especially focus on solving the multi-objective flowshop scheduling problem(FSP), and try to obtain better pareto-optimum solutions(POS)by using an improved GA(GA-SRM). Two kinds of Cooperative-competitive genetic operators in GA-SRM(CM and SRM)are extended to the ones especially for FSP in which solutions (individuals)are represented as permutations. Simulation results verified that GA-SRM shows better performance even for MOP, and consequently better POS are obtained. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | genetic algorithms / multi-objective optimization problem / pareto-optimum solution / flowshop scheduling problem |
| Paper # | AI2000-14 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2000/5/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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) | Solying Multi-Objective Flowshop Scheduling Problem by Improved Genetic Algorithm |
| Sub Title (in English) | |
| Keyword(1) | genetic algorithms |
| Keyword(2) | multi-objective optimization problem |
| Keyword(3) | pareto-optimum solution |
| Keyword(4) | flowshop scheduling problem |
| 1st Author's Name | Ishibashi Hiroyuki |
| 1st Author's Affiliation | Faculty of Engineering, Shinshu University() |
| 2nd Author's Name | Aguirre Hernan |
| 2nd Author's Affiliation | Faculty of Engineering, Shinshu University |
| 3rd Author's Name | Tanaka Kiyoshi |
| 3rd Author's Affiliation | Faculty of Engineering, Shinshu University |
| 4th Author's Name | Sugimura Tatsuo |
| 4th Author's Affiliation | Faculty of Engineering, Shinshu University |
| Date | 2000/5/19 |
| Paper # | AI2000-14 |
| Volume (vol) | vol.100 |
| Number (no) | 89 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |