A flow model based on polylinking system

We introduce polylinking networks, which is a flow model based on polylinking systems that generalizes the classical flow model of Ford and Fulkerson on acyclic networks and has applications in the context of wireless networks. More precisely, a flow model recently introduced by Avestimehr et al. (Proceedings of the Allerton conference on communication, control, and computing 2007) used in the context of wireless information networks is a special case of the presented model. We define a notion of source-destination cut and derive a max-flow min-cut theorem. Additionally, we present various properties of polylinking networks that can be seen as generalizations of properties for classical flows. Using submodular function minimization and submodular flow algorithms, one can efficiently determine a maximum flow, a minimum source-destination cut, as well as a minimum cost flow. These algorithms lead to new efficient algorithms for the information flow model.

[1]  William H Cunningham,et al.  Improved Bounds for Matroid Partition and Intersection Algorithms , 1986, SIAM J. Comput..

[2]  J. Edmonds,et al.  A Min-Max Relation for Submodular Functions on Graphs , 1977 .

[3]  Joseph P. S. Kung,et al.  Bimatroids and invariants , 1978 .

[4]  Serap A. Savari,et al.  A max-flow/min-cut algorithm for a class of wireless networks , 2010, SODA '10.

[5]  Satoru Iwata,et al.  An algorithmic framework for wireless information flow , 2009, 2009 47th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

[6]  Satoru Iwata,et al.  Improved algorithms for submodular function minimization and submodular flow , 2000, STOC '00.

[7]  Alexander Schrijver,et al.  Combinatorial optimization. Polyhedra and efficiency. , 2003 .

[8]  M. Monsion,et al.  Fast inversion of triangular Toeplitz matrices , 1984 .

[9]  Suhas N. Diggavi,et al.  Wireless Network Information Flow , 2007, ArXiv.

[10]  Aydin Sezgin,et al.  Approximate capacity of the two-way relay channel: A deterministic approach , 2008, 2008 46th Annual Allerton Conference on Communication, Control, and Computing.

[11]  Alexander Schrijver,et al.  Matroids and linking systems , 1979, J. Comb. Theory, Ser. B.

[12]  William J. Cook,et al.  Combinatorial optimization , 1997 .

[13]  F. Preparata,et al.  Computational Complexity of Fourier Transforms over Finite Fields , 1977 .

[14]  Christina Fragouli,et al.  Combinatiorial algorithms for wireless information flow , 2012, TALG.

[15]  Suhas N. Diggavi,et al.  A Deterministic Approach to Wireless Relay Networks , 2007, ArXiv.