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Re: [Help-glpk] the theoretic formula about the integrality gap for MILP


From: Erwin Kalvelagen
Subject: Re: [Help-glpk] the theoretic formula about the integrality gap for MILP and 0-1 knapsack integer programing model
Date: Thu, 3 Dec 2015 00:20:55 -0500

Different solvers use different definitions. Here are some examples of how a definition of the relative gap can look like:

abs(bestpossible - bestfound) / abs(bestpossible)

abs(bestpossible - bestfound) / (abs(bestfound) + epsilon)


No matter what: 0% means optimal


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Erwin Kalvelagen
Amsterdam Optimization Modeling Group
address@hidden
http://amsterdamoptimization.com
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On Thu, Dec 3, 2015 at 12:10 AM, usa usa <address@hidden> wrote:
Hi,

I would like to find the theoretic formula about the integrality gap for

1. Mixed integer linear programing model  and its linear programming relaxation
2.  0-1 knapsack integer  programing model and its linear programming relaxation

Sometimes the gao may be called relative error or approximation ratio.

I would like to see the formula that express the gap mathematically.

Any help would be appreciated.

Best Regards,

David

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