Title
Overlaps help: Improved bounds for group testing with interval queries
Abstract
Given a finite ordered set of items and an unknown distinguished subset P of up to p positive elements, identify the items in P by asking the least number of queries of the type ''does the subset Q intersect P?'', where Q is a subset of consecutive elements of {1,2,...,n}. This problem arises, e.g., in computational biology, in a particular method for determining splice sites in genes. We consider time-efficient algorithms where queries are arranged in a fixed number s of stages: In each stage, queries are performed in parallel. In a recent bioinformatics paper, we proved optimality (subject to lower-order terms) with respect to the number of queries, of some strategies for the special cases p=1 or s=2. Exploiting new ideas, we are now able to provide improved lower bounds for any p=2 and s=3 and improved upper bounds for larger s. Most notably, our new bounds converge as s grows. Our new query scheme uses overlapping query intervals within a stage, which is effective for large enough s. This contrasts with our previous results for s==3. Anyway, the remaining gaps between the current upper and lower bounds for any fixed s=3 amount to small constant factors in the main term. The paper ends with a discussion of practical implications in the case that the positive elements are well separated.
Year
DOI
Venue
2007
10.1016/j.dam.2006.07.002
Discrete Applied Mathematics
Keywords
Field
DocType
subset q intersect p,new bounds converge,unknown distinguished subset p,improved bound,overlaps help,lower bound,fixed number,new idea,interval query,special cases p,positive element,improved upper bound,group testing,new query scheme
Ordered set,Discrete mathematics,Combinatorics,Database query,Disjoint sets,Computer science,Upper and lower bounds,Contrast (statistics),Group testing,The Intersect
Journal
Volume
Issue
ISSN
155
3
Discrete Applied Mathematics
ISBN
Citations 
PageRank 
3-540-28061-8
3
0.41
References 
Authors
9
4
Name
Order
Citations
PageRank
Ferdinando Cicalese145048.20
Peter Damaschke247156.99
Libertad Tansini384.36
Sören Werth4122.42