A computational status update for exact rational mixed integer programming

نویسندگان

چکیده

Abstract The last milestone achievement for the roundoff-error-free solution of general mixed integer programs over rational numbers was a hybrid-precision branch-and-bound algorithm published by Cook, Koch, Steffy, and Wolter in 2013. We describe substantial revision extension this framework that integrates symbolic presolving, features an exact repair step solutions from primal heuristics, employs faster LP solver based on iterative refinement, is able to produce independently verifiable certificates optimality. study significantly improved performance give insights into computational behavior new algorithmic components. On MIPLIB 2017 benchmark set, we observe average speedup 10.7x original 2.9 times as many instances solved within time limit two hours.

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ژورنال

عنوان ژورنال: Mathematical Programming

سال: 2022

ISSN: ['0025-5610', '1436-4646']

DOI: https://doi.org/10.1007/s10107-021-01749-5