Scanning integer points with lex-inequalities: a finite cutting plane algorithm for integer programming with linear objective
We consider the integer points in a unimodular cone K ordered by a lexicographic rule defined by a lattice basis. To each integer point x in K we associate a family of inequalities (lex-inequalities) that define the convex hull of the integer points in K that are not lexicographically smaller than x...
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Veröffentlicht in: | 4OR 2021-12, Vol.19 (4), p.531-548 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | We consider the integer points in a unimodular cone
K
ordered by a lexicographic rule defined by a lattice basis. To each integer point
x
in
K
we associate a family of inequalities (lex-inequalities) that define the convex hull of the integer points in
K
that are not lexicographically smaller than
x
. The family of lex-inequalities contains the Chvátal–Gomory cuts, but does not contain and is not contained in the family of split cuts. This provides a finite cutting plane method to solve the integer program
min
{
c
x
:
x
∈
S
∩
Z
n
}
, where
S
⊂
R
n
is a compact set and
c
∈
Z
n
. We analyze the number of iterations of our algorithm. |
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ISSN: | 1619-4500 1614-2411 |
DOI: | 10.1007/s10288-020-00459-6 |