The Karloff–Zwick algorithm is a randomized algorithm used to approximate the solution to the Max-Cut problem, which is the problem of partitioning the vertices of a graph into two disjoint subsets such that the number of edges between the subsets is maximized. This is a well-known NP-hard problem in combinatorial optimization. Karloff and Zwick presented this algorithm in their research to offer a way to approximate Max-Cut using a probabilistic method.
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