English

New bounds on the number of tests for disjunct matrices

Information Theory 2016-10-26 v2 Combinatorics math.IT

Abstract

Given nn items with at most dd of which being positive, instead of testing these items individually, the theory of combinatorial group testing aims to identify all positive items using as few tests as possible. This paper is devoted to a fundamental and thirty-year-old problem in the nonadaptive group testing theory. A binary matrix is called dd-disjunct if the boolean sum of arbitrary dd columns does not contain another column not in this collection. Let T(d)T(d) denote the minimal tt such that there exists a t×nt\times n dd-disjunct matrix with n>tn>t. T(d)T(d) can also be viewed as the minimal tt such that there exists a nonadaptive group testing scheme which is better than the trivial one that tests each item individually. It was known that T(d)(d+22)T(d)\ge\binom{d+2}{2} and was conjectured that T(d)(d+1)2T(d)\ge(d+1)^2. In this paper we narrow the gap by proving T(d)/d2(15+33)/24T(d)/d^2\ge(15+\sqrt{33})/24, a quantity in [6/7,7/8].

Keywords

Cite

@article{arxiv.1501.03566,
  title  = {New bounds on the number of tests for disjunct matrices},
  author = {Chong Shangguan and Gennian Ge},
  journal= {arXiv preprint arXiv:1501.03566},
  year   = {2016}
}

Comments

4 pages, to appear in IEEE Transactions on Information Theory