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conference paper

Using Structural Properties for Integer Programs

Berndt, Sebastian
•
Klein, Kim-Manuel  
January 1, 2018
Sailing Routes In The World Of Computation
14th Conference on Computability in Europe (CiE)

Integer programs (IPs) are one of the fundamental tools used to solve combinatorial problems in theory and practice. Understanding the structure of solutions of IPs is thus helpful to argue about the existence of solutions with a certain simple structure, leading to significant algorithmic improvements. Typical examples for such structural properties are solutions that use a specific type of variable very often or solutions that only contain few non-zero variables. The last decade has shown the usefulness of this method. In this paper we summarize recent progress for structural properties and their algorithmic implications in the area of approximation algorithms and fixed parameter tractability. Concretely, we show how these structural properties lead to optimal approximation algorithms for the classical MAKESPAN SCHEDULING scheduling problem and to exact polynomial-time algorithm for the BIN PACKING problem with a constant number of different item sizes.

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Type
conference paper
DOI
10.1007/978-3-319-94418-0_9
Web of Science ID

WOS:000481763400009

Author(s)
Berndt, Sebastian
Klein, Kim-Manuel  
Date Issued

2018-01-01

Publisher

SPRINGER INTERNATIONAL PUBLISHING AG

Publisher place

Cham

Published in
Sailing Routes In The World Of Computation
ISBN of the book

978-3-319-94418-0

978-3-319-94417-3

Series title/Series vol.

Lecture Notes in Computer Science

Volume

10936

Start page

89

End page

96

Subjects

Computer Science, Theory & Methods

•

Mathematics, Applied

•

Computer Science

•

Mathematics

•

fixed number

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
DISOPT  
Event nameEvent placeEvent date
14th Conference on Computability in Europe (CiE)

Kiel, GERMANY

Jul 30-Aug 03, 2018

Available on Infoscience
September 5, 2019
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/160839
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