Title :
Explicit Nonadaptive Combinatorial Group Testing Schemes
Author :
Porat, Ely ; Rothschild, Amir
Author_Institution :
Comput. Sci., Bar-Ilan Univ., Ramat Gan, Israel
Abstract :
Group testing is a long studied problem in combinatorics: A small set of r ill people should be identified out of the whole (n people) by using only queries (tests) of the form “Does set X contain an ill human?” In this paper we provide an explicit construction of a testing scheme which is better (smaller) than any known explicit construction. This scheme has Θ(min[r2 lnn,n]) tests which is as many as the best nonexplicit schemes have. In our construction, we use a fact that may have a value by its own right: Linear error-correction codes with parameters [m,k,δm]q meeting the Gilbert-Varshamov bound may be constructed quite efficiently, in Θ(qkm) time.
Keywords :
error correction codes; linear codes; testing; Gilbert-Varshamov bound; explicit construction; explicit nonadaptive combinatorial group testing scheme; linear error-correction code; Error correction codes; Linear code; Polynomials; Probabilistic logic; Software algorithms;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2011.2163296