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[期刊论文]

Coalition structure generation with given required bound

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author:

Hu, Shan-Li (Hu, Shan-Li.) [1] | Shi, Chun-Yi (Shi, Chun-Yi.) [2]

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Abstract:

The algorithm presented solves the problem within minimal levels amount of search that when practical applications can present required real bound on the worst case, and how to attain this demand within minimal amount of search. Sandholm have proved that in order to establish any worst case bound K(n), it is necessary to search the lowest two levels of the coalition structure graph, and the bound is n (the number of agents). Based on this, using our algorithm, after the search of the lowest two levels, the bound K(n)&le3 can be attained with the searching of only one level, and the bound K(n)&le2 can be attained with the searching of two levels at most. Using our algorithm, the amount of search needed to attain the bound is drastically cut down compared with the algorithm proposed by Sandholm et al.

Keyword:

Algorithms Multi agent systems Optimization

Community:

  • [ 1 ] [Hu, Shan-Li]Dept. of Comp. Sci. and Technol., Fuzhou Univ., Fuzhou 350002, China
  • [ 2 ] [Shi, Chun-Yi]Dept. of Comp. Sci. and Technol., Fuzhou Univ., Fuzhou 350002, China

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Source :

Chinese Journal of Computers

ISSN: 0254-4164

CN: 11-1826/TP

Year: 2001

Issue: 11

Volume: 24

Page: 1185-1190

Cited Count:

WoS CC Cited Count:

30 Days PV: 1

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