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Deterministic Approximation for the Volume of the Truncated Fractional Matching Polytope


Authors: Heng Guo, Vishvajeet N

Conference: Under Submission
Abstract:

We give a deterministic polynomial-time approximation scheme ( FPTAS ) for the volume of the truncated fractional matching polytope for graphs of maximum degree Delta , where the truncation is by restricting each variable to the interval [ 0, ( 1 + delta ) / Delta ], and delta < = C / Delta for some constant C > 0.

We also generalise our result to the fractional matching polytope for hypergraphs of maximum degree Delta and maximum hyperedge size k, truncated by [ 0, ( 1 + delta ) / Delta ] as well, where delta < = C * Delta ^ { -( 2k - 3) / (k - 1) } * 1 / k for some constant C > 0. The latter result generalises both the first result for graphs ( when k = 2 ), and a result by Bencs and Regts (2024) for the truncated independence polytope ( when Delta = 2 ).

Our approach is based on the cluster expansion technique.

The paper is available here.