Ranks of subspaces of vector spaces satisfy all linear inequ alities satisfied by entropies (including the standard Shannon inequalities) and an additional inequality due to Ingleton. It is known that the Shannon and Ingleton inequalities generate all such linear rank inequalities on up to four variables, but it has been an open question whether additional inequalities hold for the case of five or more variables. Here we give a list of 24 ineq ualities which, together with the Shannon and Ingleton inequalities, generate all linear rank inequalities on five variables. We also give a partial list of linear rank inequalities on six variables and general results which produce such inequalities on an arbitrary number of variabl es; we prove that there are essentially new inequalities at each number of variables beyond four (a result also proved recently by Kinser).
['Randall Dougherty', 'Christopher F. Freiling', 'Kenneth Zeger']
Linear rank inequalities on five or more variables