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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Zhenrong Zhang Wei Zhang Jinglei Liu |
| Copyright Year | 2010 |
| Description | Author affiliation: Department of Computer Science & Technology, Yantai University, China (Zhenrong Zhang; Wei Zhang; Jinglei Liu) |
| Abstract | In multi agent system, how to find a coalition structure making the greatest profits in cooperation in the shortest time is an issue which has been given much attention. When finding the optimal coalition structure, if we make no any restriction on the searching space, we must search all the coalition structures. An anytime algorithm—LVAA(Lateral and Vertical Anytime Algorithm), designed in this paper, used a branch and bound technique and pruning function to simplify the searching space besides L1, L2 and Ln layers vertically and horizontally. Then, it find the optimal coalition structure value. The result of the experiment proved that it greatly reduced the searching space. When coalition values meet uniform distribution and normal distribution respectively, the searching times of LVAA can be reduced by 78% and 82% than Sandholm's for agent number 18 and 23. |
| Starting Page | 2889 |
| Ending Page | 2893 |
| File Size | 247160 |
| Page Count | 5 |
| File Format | |
| ISBN | 9781424459582 |
| e-ISBN | 9781424459612 |
| DOI | 10.1109/ICNC.2010.5584176 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2010-08-10 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Algorithm design and analysis anytime algorithm Upper bound prune function LVAA (Lateral and Vertical Anytime Algorithm) Heuristic algorithms Conferences branch and bound technique Gaussian distribution Partitioning algorithms Arrays the optimal coalition structure |
| Content Type | Text |
| Resource Type | Article |
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