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On the Value of Binary Expansions for General Mixed-Integer Linear Programs

Jonathan H. Owen, Sanjay Mehrotra

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Abstract

We study the use of binary variables in reformulating general mixed-integer linear programs. We show that binary reformulations result in problems for which almost all the binary variables replacing a general integer variable need to be explored during branching. We also give computational results on the performance of such reformulations in solving the mixed-integer programs, which support our theoretical results.

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What this paper is about

We study the use of binary variables in reformulating general mixed-integer linear programs. We show that binary reformulations result in problems for which almost all the binary variables replacing a general integer variable need to be explored during branching. We also give computational results on the performance of such reformulations in solving the mixed-integer programs, which support our theoretical results.

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OpenAlex reports 46 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

We study the use of binary variables in reformulating general mixed-integer linear programs. We show that binary reformulations result in problems for which almost all the binary variables replacing a general integer variable need to be explored during branching. We also give computational results on the performance of such reformulations in solving the mixed-integer programs, which support our theoretical results.

Key concepts: Integer (computer science), Binary number, Integer programming, Mathematics, Variable (mathematics), Value (mathematics), Linear programming, Integer points in convex polyhedra

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