On the cut-off point for combinatorial group testing

On the cut-off point for combinatorial group testing

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Article ID: iaor20001639
Country: Netherlands
Volume: 91
Issue: 1/3
Start Page Number: 83
End Page Number: 92
Publication Date: Jan 1999
Journal: Discrete Applied Mathematics
Authors: , ,
Keywords: statistics: experiment
Abstract:

The following problem is known as group testing problem for n objects. Each object can be essential (defective) or non-essential (intact). The problem is to determine the set of essential objects by asking queries adaptively. A query can be identified with a set Q of objects and the query Q is answered by 1 if Q contains at least one essential object and by 0 otherwise. In the statistical setting the objects are essential, independently of each other, with a given probability p < 1 while in the combinatorial setting the number k < n of essential objects is known. The cut-off point of statistical group testing is equal to p* = 1/2(3 – √(5)), i.e., the strategy of testing each object individually minimizes the average number of queries iff p ⩾ p* or n = 1. In the combinatorial setting the worst case number of queries is of interest. It has been conjectured that the cut-off point of combinatorial group testing is equal to x* = 1/3, i.e., the strategy of testing n – 1 objects individually minimizes the worst case number of queries iff k/n ⩾ x* and k < n. Some results in favor of this conjecture are proved.

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