Dynamics and stability in network formation games with bilateral contracts

We consider a network formation game where a finite number of nodes wish to send traffic to each other. Nodes contract bilaterally with each other to form communication links; once the network is formed, traffic is routed along shortest paths (if possible). Cost is incurred to a node from four sources: (1) routing traffic; (2) maintaining links to other nodes; (3) disconnection from destinations the node wishes to reach; and (4) payments made to other nodes. We assume that a network is stable if no single node wishes to unilaterally deviate, and no pair of nodes can profitably deviate together. We characterize stable networks, and study the efficiency of those networks. We also consider myopic best response dynamics in the case where links are bidirectional. Under certain assumptions, these myopic dynamics converge to a stable network; further, they naturally select an efficient equilibrium out of the set of possible equilibria.

[1]  Tim Roughgarden,et al.  The price of stability for network design with fair cost allocation , 2004, 45th Annual IEEE Symposium on Foundations of Computer Science.

[2]  K. Arrow Rationality of Self and Others in an Economic System , 1986 .

[3]  Sanjeev Goyal,et al.  A Noncooperative Model of Network Formation , 2000 .

[4]  Éva Tardos,et al.  Near-optimal network design with selfish agents , 2003, STOC '03.

[5]  M. Jackson,et al.  A Strategic Model of Social and Economic Networks , 1996 .

[6]  Matthew O. Jackson,et al.  The Existence of Pairwise Stable Networks , 2002 .

[7]  M. Jackson A Survey of Models of Network Formation: Stability and Efficiency , 2003 .

[8]  Gabrielle Demange,et al.  A Survey of Network Formation Models: Stability and Efficiency , 2005 .

[9]  John N. Tsitsiklis,et al.  A contract-based model for directed network formation , 2006, Games Econ. Behav..

[10]  Matthew O. Jackson,et al.  The Formation of Networks with Transfers Among Players , 2004, J. Econ. Theory.

[11]  Matthew O. Jackson,et al.  The Evolution of Social and Economic Networks , 2002, J. Econ. Theory.

[12]  W. Norton A Business Case for ISP Peering , 2002 .

[13]  W. Norton The Evolution of the U.S. Internet Peering Ecosystem , 2003 .

[14]  Jennifer Rexford,et al.  Stable internet routing without global coordination , 2001, TNET.

[15]  Shie Mannor,et al.  Network Formation: Bilateral Contracting and Myopic Dynamics , 2007, IEEE Transactions on Automatic Control.