| Presentation | 2014-03-04 Resource Allocation with Preference Order and Effect of Allocation Strategy on Solution Qualities Kengo SAITO, Keita OHENOKI, Toshiharu SUGAWARA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper defines the selective resource allocation problem that maximizes the sum of their values in individual agents with taking into account the agents' preference orders and proposes the auction-based method to find semi-optimal allocations. This problem is one goods to be allocated, but granted to the desire rank goods, allocation takes priority to it. However, the calculation is increased explosively with the number of goods. In the propose method, we aim to improve the social surplus by taking into account the desired order of the consumer by the successful bidder decision algorithm and bidding phase. Finally, we demonstrate the utility of the proposed method by compare and evaluate the solution and computation time of high speed linear solver CPLEX. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Resource Allocation Problem / Assignment Problem / Auction / CPLEX / Integer programming |
| Paper # | AI2013-48 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2014/2/24(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| 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) | Resource Allocation with Preference Order and Effect of Allocation Strategy on Solution Qualities |
| Sub Title (in English) | |
| Keyword(1) | Resource Allocation Problem |
| Keyword(2) | Assignment Problem |
| Keyword(3) | Auction |
| Keyword(4) | CPLEX |
| Keyword(5) | Integer programming |
| 1st Author's Name | Kengo SAITO |
| 1st Author's Affiliation | Department of Computer Science and Engineering, Waseda University() |
| 2nd Author's Name | Keita OHENOKI |
| 2nd Author's Affiliation | Department of Computer Science and Engineering, Waseda University |
| 3rd Author's Name | Toshiharu SUGAWARA |
| 3rd Author's Affiliation | Department of Computer Science and Engineering, Waseda University |
| Date | 2014-03-04 |
| Paper # | AI2013-48 |
| Volume (vol) | vol.113 |
| Number (no) | 459 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |