Details, Explanation and Meaning About Vertex cover problem

Vertex cover problem Guide, Meaning , Facts, Information and Description

In computer science, the Vertex Cover Problem is an NP-complete problem in complexity theory.

A vertex cover of an undirected graph is a subset of the vertices of the graph which contains at least one of the two endpoints of each edge:
.
In the graph at the right, {1,3,5,6} is an example of a vertex cover.

The vertex cover problem is the optimization problem of finding a vertex cover of minimum size in a graph. The problem can also be stated as a decision problem:

INSTANCE: A graph and a positive integer .
QUESTION: Is there a vertex cover of size or less for ?

Vertex cover is NP-complete, which means it is unlikely that there is an efficient algorithm to solve it. NP-completeness can be proven by reduction from 3-satisfiability.

One can find a factor-2 approximation by repeatedly taking both endpoints of an edge into the vertex cover, removing them from the graph. No better constant-factor approximation is known; the problem is APX-complete, i.e., it cannot be approximated arbitrarily well.

A brute force algorithm to find a vertex cover in a graph is to list all subsets of vertices of size and check each one to see whether it forms a vertex cover. This algorithm is exponential in , but not in the size of the graph, i.e., vertex cover is fixed-parameter tractable with respect to .

See Also

  • Michael R. Garey and David S. Johnson. Computers and Intractability: A Guide to the Theory of NP-Completeness. W. H. Freeman & Co., New York, 1979.

  • Preeti Patil & Sangita Patil .(Lecturer in Vartak Polytechnic)'A Guide to the Theory of NP-Completeness''. BPB & Co., Mumbai, 2004.


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