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Covering edges by cliques with regard to keyword conflicts and intersection graphs

Published: 01 February 1978 Publication History

Abstract

Kellerman has presented a method for determining keyword conflicts and described a heuristic algorithm which solves a certain combinatorial optimization problem in connection with this method. This optimization problem is here shown to be equivalent to the problem of covering the edges of a graph by complete subgraphs with the objective of minimizing the number of complete subgraphs. A relationship between this edge-clique-cover problem and the graph coloring problem is established which allows algorithms for either one of these problems to be constructed from algorithms for the other. As consequences of this relationship, the keyword conflict problem and the edge-clique-cover problem are shown to be NP-complete, and if PNP then they do not admit polynomial-time approximation algorithms which always produce solutions within a factor less than 2 from the optimum.

References

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Aho, A.V., Hopcroft, J.E., and Ullman, J.D. The Design and Analysis of Computer Algorithms. Addison-Wesley, Reading, Mass., 1974, chap. 10.
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Garey, M.R., and Johnson, D.S. The complexity of nearoptimal graph coloring. J.ACM 23, 1 (Jan. 1976), 43-49.
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Harary, F. Graph Theory. Addison-Wesley, Reading, Mass., 1969.
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Harary, F. On the Intersection Number of a Graph. In Proof Techniques in Graph Theory, F. Harary, Ed., Academic Press, New York, 1969, pp. 71-72.
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Johnson, D.S. Worst case behavior of graph coloring algorithms. Proc. Fifth Southeastern Conf. on Combinatorics, Graph Theory, and Computing, Utilitas Mathcmatica Pub., Winnipeg, Canada, 1974, pp. 513-528.
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Johnson, D.S. Approximation algorithms for combinatorial problems. J. Comptr. Syst. Sci. 9(1974), 256-278.
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Kellerman, E. Determination of keyword conflict. IBM Tech. Disclosure Bull. 16, 2 (July 1973), 544-546.
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Wood, D.C. A technique for coloring a graph applicable to large scale time-tabling problems. Comptr. J. 12 (1969), 317-319.

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Published In

cover image Communications of the ACM
Communications of the ACM  Volume 21, Issue 2
Feb. 1978
74 pages
ISSN:0001-0782
EISSN:1557-7317
DOI:10.1145/359340
Issue’s Table of Contents
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 February 1978
Published in CACM Volume 21, Issue 2

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Author Tags

  1. NP-complete problems
  2. computational complexity
  3. edge clique cover
  4. intersection graphs
  5. keyword conflicts
  6. node clique cover
  7. polynomial-time heuristics

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