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For questions about mathematical optimization problems involving both continuous and binary or general integer variables.
15
votes
3
answers
1k
views
How does the search space affect the speed of an ILP solver?
Let us suppose we have an optimization problem which we have modeled as an ILP. Suppose we solve this problem using some set of constraints which restricts the search space. Let us suppose we model th …
1
vote
1
answer
99
views
Setting constant values in constraints depending on actual values of variables
We have a set of constraints in an ILP of the following form :
$ \gamma (X_{11} + X_{12} + X_{13}) \leq C_1$ where $X_{ij} \in \{0,1\}$ and the value of $\gamma$ is going to depend on the actual value …
0
votes
2
answers
85
views
ILP constraint conditional on a value of a variable
If $X_{ijklm}$ are Boolean Variables, where $i,j,k,l,m$ range from $1$ to $n$, then write an ILP constraint to ensure that for each value of $k$, either all the $jth$ variables are set to $0$ or all t …
0
votes
1
answer
194
views
For an ILP relaxed to LP is the LP solution objective always less than the ILP solution?
If an Integer Linear Programming (ILP) problem is relaxed to a Linear Programming (LP) problem, is the objective value of the LP always less than the same ILP problem? Why?