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Small arrays of maximum coverage
Abstract:Given a set S of urn:x-wiley:10638539:media:jcd21609:jcd21609-math-0001 symbols, and integers urn:x-wiley:10638539:media:jcd21609:jcd21609-math-0002 and urn:x-wiley:10638539:media:jcd21609:jcd21609-math-0003, an urn:x-wiley:10638539:media:jcd21609:jcd21609-math-0004 array urn:x-wiley:10638539:media:jcd21609:jcd21609-math-0005 is said to cover a t‐set of columns if all sequences in urn:x-wiley:10638539:media:jcd21609:jcd21609-math-0006 appear as rows in the corresponding urn:x-wiley:10638539:media:jcd21609:jcd21609-math-0007 subarray of A. If A covers all t‐subsets of columns, it is called an urn:x-wiley:10638539:media:jcd21609:jcd21609-math-0008‐covering array. These arrays have a wide variety of applications, driving the search for small covering arrays. Here, we consider an inverse problem: rather than aiming to cover all t‐sets of columns with the smallest possible array, we fix the size N of the array to be equal to urn:x-wiley:10638539:media:jcd21609:jcd21609-math-0009 and try to maximize the number of covered t‐sets. With the machinery of hypergraph Lagrangians, we provide an upper bound on the number of t‐sets that can be covered. A linear algebraic construction shows this bound to be tight; exactly so in the case when v is a prime power and urn:x-wiley:10638539:media:jcd21609:jcd21609-math-0010 divides k, and asymptotically so in other cases. As an application, by combining our construction with probabilistic arguments, we match the best‐known asymptotics of the covering array number urn:x-wiley:10638539:media:jcd21609:jcd21609-math-0011, which is the smallest N for which an urn:x-wiley:10638539:media:jcd21609:jcd21609-math-0012‐covering array exists, and improve the upper bounds on the almost‐covering array number urn:x-wiley:10638539:media:jcd21609:jcd21609-math-0013.
Keywords:covering arrays  design theory  extremal combinatorics  hypergraph lagrangians
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