Clique cover problem

In computational complexity theory, finding a minimum clique cover is a graph-theoretical NP-complete problem. The problem was one of Richard Karp's original 21 problems shown NP-complete in his 1972 paper "Reducibility Among Combinatorial Problems".

The clique cover problem (also sometimes called partition into cliques) is the problem of determining whether the vertices of a graph can be partitioned into k cliques. Given a partition of the vertices into k sets, it can be verified in polynomial time that each set forms a clique, so the problem is in NP. The NP-completeness of clique cover follows by reduction from GRAPH k-COLOURABILITY. To see this, first transform an instance G of GRAPH k-COLOURABILITY into its complement graph G'. A partition of G' into k cliques then corresponds to finding a partition of the vertices of G into k independent sets; each of these sets can then be assigned one colour to yield a k-colouring.

The related clique edge cover problem considers sets of cliques that include all of the edges of a given graph. It is also NP-complete.

References

• Karp, Richard (1972), "Reducibility Among Combinatorial Problems", in Miller, R. E.; Thatcher, J. W., Proceedings of a Symposium on the Complexity of Computer Computations, Plenum Press, pp. 85–103, http://www.cs.berkeley.edu/~luca/cs172/karp.pdf, retrieved 2008-08-29 
• Garey, Michael R.; Johnson, David S. (1979), Computers and Intractability: A Guide to the Theory of NP-Completeness, W.H. Freeman, ISBN 0-7167-1045-5  A1.2: GT19, pg.194.