| Presentation | 2001/11/8 Characteristic Analysis of GA and GP in an Agent's Action Learning Problem, and the Improvement of the Performance of the Hybrid System Takayuki NISHIMURA, Koji IWANUMA, Hidetomo NABESHIMA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this research, in order to show clearly which of Genetic Algorithms and Genetic Programming is superior in search capability, the comparative experiment for both techniques is conducted using the shortest course problem with restriction as a task. Consequently, we showed Genetic Programming is robust to imperfect information and is superior in searching capability. Moreover, we consider the good point of both technique, propose the technique of integration of Genetic Algorithms and Genetic Programming and aim at the improvement of the performance of the hybrid system. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Genetic Algorithms / Genetic Programming / Hybrid / Agent / Action Learning |
| Paper # | AI2001-41 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2001/11/8(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) | Characteristic Analysis of GA and GP in an Agent's Action Learning Problem, and the Improvement of the Performance of the Hybrid System |
| Sub Title (in English) | |
| Keyword(1) | Genetic Algorithms |
| Keyword(2) | Genetic Programming |
| Keyword(3) | Hybrid |
| Keyword(4) | Agent |
| Keyword(5) | Action Learning |
| 1st Author's Name | Takayuki NISHIMURA |
| 1st Author's Affiliation | Graduate School of Electrical Engineering and Computer Science, Yamanashi University() |
| 2nd Author's Name | Koji IWANUMA |
| 2nd Author's Affiliation | Department of Computer Science and Media Engineering, Yamanashi University |
| 3rd Author's Name | Hidetomo NABESHIMA |
| 3rd Author's Affiliation | Department of Computer Science and Media Engineering, Yamanashi University |
| Date | 2001/11/8 |
| Paper # | AI2001-41 |
| Volume (vol) | vol.101 |
| Number (no) | 419 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |