#18735: MixedIntegerLinearProgram: Reconstruct exact rational/algebraic basic
solution
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       Reporter:  mkoeppe         |        Owner:
           Type:  enhancement     |       Status:  new
       Priority:  major           |    Milestone:  sage-6.8
      Component:  numerical       |   Resolution:
       Keywords:  lp              |    Merged in:
        Authors:                  |    Reviewers:
Report Upstream:  N/A             |  Work issues:
         Branch:                  |       Commit:
   Dependencies:  #18685, #18688  |     Stopgaps:
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Description changed by mkoeppe:

Old description:

> Sometimes one can use a fast numerical LP solver to solve a problem to
> "optimality",
> then reconstruct the primal and dual solution in rational arithmetic (or
> over whatever base_ring was used...) and in this way prove that this
> basis is indeed optimal.
> `MixedIntegerLinearProgram` should support this mode of operation.
>
> This would be particularly interesting in conjunction with #18764. (But
> see #18765 for a different approach.)
>
> #18685 provides the necessary basis-status functions (for the GLPK
> backend).
> #18688 provides a solver-independent interface to these functions.

New description:

 Sometimes one can use a fast numerical LP solver to solve a problem to
 "optimality",
 then reconstruct the primal and dual solution in rational arithmetic (or
 over whatever base_ring was used...) and in this way prove that this basis
 is indeed optimal.
 `MixedIntegerLinearProgram` should support this mode of operation.

 This would be particularly interesting in conjunction with #18764. (But
 see #18765 for a different approach.)

 #18685 provides the necessary basis-status functions (for the GLPK
 backend).
 #18688 provides a solver-independent interface to these functions.

 The reconstructed solution could be presented via #20296.

--

--
Ticket URL: <http://trac.sagemath.org/ticket/18735#comment:9>
Sage <http://www.sagemath.org>
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