Compact linearization for binary quadratic problems |
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Authors: | Leo Liberti |
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Affiliation: | (1) LIX, école Polytechnique, 91128 Palaiseau, France |
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Abstract: | We show that a well-known linearization technique initially proposed for quadratic assignment problems can be generalized to a broader class of quadratic 0–1 mixed-integer problems subject to assignment constraints. The resulting linearized formulation is more compact and tighter than that obtained with a more usual linearization technique. We discuss the application of the compact linearization to three classes of problems in the literature, among which the graph partitioning problem. |
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Keywords: | Binary quadratic problem Linearization Graph partitioning |
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