Abstract
Consider the following generalization of the classical sequential group testing problem for two defective items: suppose a graph G contains n vertices two of which are defective and adjacent. Find the defective vertices by testing whether a subset of vertices of cardinality at most p contains at least one defective vertex or not. What is then the minimum number c p (G) of tests, which are needed in the worst case to find all defective vertices? In Gerzen (Discrete Math 309(20):5932–5942, 2009), this problem was partly solved by deriving lower and sharp upper bounds for c p (G). In the present paper we show that the computation of c p (G) is an NP-complete problem. In addition, we establish some results on c p (G) for random graphs.
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References
Alswede R., Wegener I.: Suchprobleme. Teubner, Stuttgart (1979)
Aigner M.: Combinatorial search. Wiley, Teubner (1988)
Aigner M., Triesch E.: Searching for an edge in a graph. J. Graph Theory 12, 45–57 (1988)
Bollobas B.: Modern graph theory. Springer, Berlin (1998)
Du D.Z., Hwang F.K.: Combinatorial group testing and its applications. Word Scientific, Singapore (1993)
Du D.Z., Hwang F.K.: Pooling designs and nonadaptive group testing: important tools for DNA sequencing. Word Scientific, Singapore (2006)
Gerzen T.: Searching for an edge in a graph with restricted test sets. Discrete Math. 309(6), 1334–1346 (2009)
Gerzen T.: Edge search in graphs with restricted test sets. Discrete Math. 309(20), 5932–5942 (2009)
Gerzen T.: On agrouptestingproblem: characterization of graphs with 2-complexity c 2 and maximum number of edges. Discrete Appl. Math. 159(17), 20582068 (2011)
Li, X.: Group testing with two defectives. In: H.P. Yap et al.Combinatorics and Graph TheoryProceedings of the Spring School and International Conference on Combinatorics, Hefei, China, 6–27 April 1992, World Scientific, Singapore, pp. 229–243 (1993)
Karp, R.M.: Reducibility among combinatorial problems, Plenum Press, New York, pp. 85–103 (1972)
Papadimitriou C.H., Steiglitz K.: Combinatorial optimization: algorithms and complexity. Dover, New York (1998)
Triesch, E.: On a search problem in graph theory, optimization-fifth French–German vonference Castel Novel 1988, Lecture notes in mathematics 1405, Springer, pp. 171–176 (1989)
Triesch E.: A probabilistic upper bound for the edge identification complexity of graphs. Discrete Math. 125, 371–376 (1994)
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Gerzen, T. An NP-Completeness Result of Edge Search in Graphs. Graphs and Combinatorics 30, 661–669 (2014). https://doi.org/10.1007/s00373-013-1287-y
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DOI: https://doi.org/10.1007/s00373-013-1287-y