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For a heuristic algorithm for the graph partitioning problem, see Kernighan-Lin algorithm.
Well known local methods are the Kernighan-Lin algorithm, and Fiduccia-Mattheyses algorithms, which were the first effective 2-way cuts by local search strategies.
(In a display of authorial equity, the former is usually called the Kernighan-Lin algorithm, while the latter is styled Lin-Kernighan.)
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