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For 0–1 problems, we propose an exact Branch and Bound procedure where branching strategy is based on empirical distribution of each variable within three intervals [0,ϵ],[ϵ,1-ϵ],[1-ϵ,1] under the linear relaxation model. We compare the strategy on multiknapsack and maximum clique problems with other heuristics.
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