> I did try the exact solver but it is very-very slow, as i expected.

Do you solve your lp with the exact solver from the very beginning?
If so, do not do that. Solve the lp to optimality with the ordinary
floating-point solver and only then call the exact solver. This
prevents performing most of simplex iterations in exact arithmetic
and may significantly reduce the solution time.



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