| Presentation | 2000/5/18 Performance Comparison of Acceptance Probability Functions for Multi-Objective SA KUBOTANI Hiroyuki, YOSHIMURA Kazuyuki, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A probabilistic local search algorithm called Simulated Annealing(SA)is a useful approximate solution technique for Multi-Objective Optimization Problems. When we use the SA to solve multi-objective optimization problems, we cannot use an acceptance probability function used for single-objective optimization problems. Therefore, several types of the acceptance probability functions to be used for multi-objective SA were proposed. In this paper, we introduce a parameterized acceptance probability function for Multi-objective SA and investigate how the performance of the SA depends on the type of function, based on numerical experiments for two test problems. The numerical results show that the quality of solutions is significantly affected by the type of acceptance probability rule. Weaker type rules give bad solution quality. Moreover, quality of solutions obtained by stronger type rules becomes worse as the number of objective functions increases. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | multi-objective optimization / simulated annealing / acceptance probability function |
| Paper # | AI2000-2 |
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| Committee | AI |
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| Conference Date | 2000/5/18(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) | Performance Comparison of Acceptance Probability Functions for Multi-Objective SA |
| Sub Title (in English) | |
| Keyword(1) | multi-objective optimization |
| Keyword(2) | simulated annealing |
| Keyword(3) | acceptance probability function |
| 1st Author's Name | KUBOTANI Hiroyuki |
| 1st Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology() |
| 2nd Author's Name | YOSHIMURA Kazuyuki |
| 2nd Author's Affiliation | NTT Communication Science Laboratories |
| Date | 2000/5/18 |
| Paper # | AI2000-2 |
| Volume (vol) | vol.100 |
| Number (no) | 88 |
| Page | pp.pp.- |
| #Pages | 8 |
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