DocumentCode
3262914
Title
A Network Routing Algorithm Based on the Coalitional Game Theory
Author
Su, JingYu ; Liu, Weiyi ; Yue, Kun
Author_Institution
Dept. of Comput. Sci. & Eng., Yunnan Univ., Kunming, China
Volume
2
fYear
2009
fDate
6-7 June 2009
Firstpage
409
Lastpage
412
Abstract
Network routing has a direct impact on the fairness and efficiency of the whole network .In order to improve the fairness of the network, each node should take into account the choices of other nodes. In this paper, a routing algorithm was proposed on the basis of the coalitional game theory. First, different coalitions will be formed dynamically in the routing process. Then the solutions to these coalitions will be given in the form of Shapley value that is considered to be the symbol of fairness in the game theory. Accordingly, the expected payoffs of the nodes are defined, and the characteristic functions of the coalitions form by network nodes are given. Finally, a method is presented for distributing the probabilities fairly to each routing path in a coalition. Experimental results show that our method is effective.
Keywords
game theory; probability; telecommunication network routing; Shapley value; coalitional game theory; network routing algorithm; probability; Computational intelligence; Computer networks; Computer science; Game theory; Information science; Mathematical model; Predictive models; Routing; Throughput; Virtual manufacturing; Shapley value; coalitional game; fairness; game theory; network routing;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Natural Computing, 2009. CINC '09. International Conference on
Conference_Location
Wuhan
Print_ISBN
978-0-7695-3645-3
Type
conf
DOI
10.1109/CINC.2009.252
Filename
5230944
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