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We develop a polynomial time 3/2-approximation algorithm to solve the vertex cover problem on a class of graphs satisfying a property called ``active edge hypothesis’'. The algorithm also guarantees an optimal solution on specially structured graphs. Further, we give an extended algorithm which guarantees a vertex cover on an arbitrary graph such that where is an optimal vertex cover and is an error bound identified by the algorithm. We obtained for all the test problems we have considered which include specially constructed instances that were expected to be hard. So far we could not construct a graph that gives .

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