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Re: [Help-glpk] Large binary integer program
From: |
Andrew Makhorin |
Subject: |
Re: [Help-glpk] Large binary integer program |
Date: |
Tue, 23 Feb 2010 15:21:46 +0300 |
> im trying to solve a large binary integer programm with about 50000 variables
> an 6000 constraints.
> Moreover im using PyMathProg to solve the program, which makes it
> possible to use glpk in a python script and formulate a model
> in the GNU MathProg language.
AFAIK, PyMathProg is implemented in pure Python, i.e. it is a separate
development *not* related to glpk, though it uses glpk as an underlying
lp/mip solver via PyGlpk.
> The solution process is relatively fast (~ 17s) but it takes very
> long until the solution process starts (~ 2 hours).
> Thus the time to process the objectfunction and the constraints is
> very long.
> Is there a possibility to shorten this time or is this normal?
> Also the coefficients of the binary variables in the object function
> are very big ( ~ 10^9).
> Can this be a reason for the long duration?
I do not know PyMathProg implementation details, but if it takes two
hours to generate the model, it seems not very efficient. Did you try
using MathProg?