[SCIP] Exact MIP
Karl Däubel
karl.daeubel at tu-berlin.de
Thu Jan 14 02:05:33 CET 2021
Dear SCIP-Team,
I recently came across the SCIP functionality to solve Mixed Integer
Programs exactly, without any floating-point errors. Particularly, I
found a link to a paper on the SCIP-website ([1]). In this paper the
hybrid approach is advertised that tries to balance between safe
floating point LP-bounds and, if needed, the exact rational LP-solution.
The paper also states that all these approaches are implemented within
the SCIP framework.
I tried to figure out how I could use this approach for a given MIP
(lets say given in LP-format). Unfortunately I failed miserably. I could
not find any parameters in the documentation that might be helpful nor
was there anything related in the FAQ. While the paper was interesting
to read, I could not find any guide how this can be enabled/used in SCIP.
Is there somewhere a step-by-step guide of something similar that I
could follow to get started? Any kind of help would be highly
appreciated. I am also sorry if I missed some obvious reference/link.
Also, can I compile SCIP to use multiple LP-solvers? As far as I
understood it, an exact and an inexact solver were used for the hybrid
approach.
Thank you in advance, Karl
[1] A Hybrid Branch-and-Bound Approach for Exact Rational Mixed-Integer
Programming
William Cook, Thorsten Koch, Daniel E. Steffy, Kati Wolter
Mathematical Programming Computation, 5(3), pp. 305-344, 2013
https://link.springer.com/article/10.1007/s12532-013-0055-6
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