Title :
Existence of new inequalities for representable polymatroids
Author :
Chan, Terence ; Grant, Alex ; Kern, Doris
Author_Institution :
Univ. of South Australia, Mawson Lakes, SA, Australia
Abstract :
An Ingletonian polymatroid satisfies, in addition to the polymatroid axioms, the inequalities of Ingleton. These inequalities are required for a polymatroid to be representable. It has been an open question as to whether these inequalities are also sufficient. Representable polymatroids are of interest in their own right. They also have a strong connection to network coding. In particular, the problem of finding the linear network coding capacity region is equivalent to the characterization of all representable, entropic polymatroids. In this paper, we describe a new approach to adhere two polymatroids together to produce a new polymatroid. Using this approach, we can construct a polymatroid that is not inside the minimal closed and convex cone containing all representable polymatroids. This polymatroid is proved to satisfy not only the Ingleton inequalities, but also the recently reported inequalities of Dougherty, Freiling and Zeger. A direct consequence is that these inequalities are not sufficient to characterize representable polymatroids.
Keywords :
combinatorial mathematics; linear codes; matrix algebra; network coding; Dougherty inequalities; Freiling inequalities; Ingleton inequalities; Ingletonian polymatroid; Zeger inequalities; convex cone; entropic polymatroids; linear network coding capacity regoin; polymatroid axioms; representable polymatroids; Computer networks; Cramer-Rao bounds; Data communication; Data processing; Entropy; Linear code; Network coding; Random variables; Routing; Throughput;
Conference_Titel :
Information Theory Proceedings (ISIT), 2010 IEEE International Symposium on
Conference_Location :
Austin, TX
Print_ISBN :
978-1-4244-7890-3
Electronic_ISBN :
978-1-4244-7891-0
DOI :
10.1109/ISIT.2010.5513542