Solving diameter-constrained minimum spanning tree problems by constraint programming

The diameter‐constrained minimum spanning tree problem consists in finding a minimum spanning tree of a given graph, subject to the constraint that the maximum number of edges between any two vertices in the tree is bounded from above by a given constant. This problem typically models network design...

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Veröffentlicht in:International transactions in operational research Jg. 17; H. 5; S. 653 - 665
Hauptverfasser: Noronha, Thiago F., Ribeiro, Celso C., Santos, Andréa C.
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Oxford, UK Blackwell Publishing Ltd 01.09.2010
Wiley
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ISSN:0969-6016, 1475-3995
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Abstract The diameter‐constrained minimum spanning tree problem consists in finding a minimum spanning tree of a given graph, subject to the constraint that the maximum number of edges between any two vertices in the tree is bounded from above by a given constant. This problem typically models network design applications where all vertices communicate with each other at a minimum cost, subject to a given quality requirement. We propose alternative formulations using constraint programming that circumvent weak lower bounds yielded by most mixed‐integer programming formulations. Computational results show that the proposed formulation, combined with an appropriate search procedure, solves larger instances and is faster than other approaches in the literature.
AbstractList The diameter-constrained minimum spanning tree problem consists in finding a minimum spanning tree of a given graph, subject to the constraint that the maximum number of edges between any two vertices in the tree is bounded from above by a given constant. This problem typically models network design applications where all vertices communicate with each other at a minimum cost, subject to a given quality requirement. We propose alternative formulations using constraint programming that circumvent weak lower bounds yielded by most mixed-integer programming formulations. Computational results show that the proposed formulation, combined with an appropriate search procedure, solves larger instances and is faster than other approaches in the literature. [PUBLICATION ABSTRACT]
The diameter‐constrained minimum spanning tree problem consists in finding a minimum spanning tree of a given graph, subject to the constraint that the maximum number of edges between any two vertices in the tree is bounded from above by a given constant. This problem typically models network design applications where all vertices communicate with each other at a minimum cost, subject to a given quality requirement. We propose alternative formulations using constraint programming that circumvent weak lower bounds yielded by most mixed‐integer programming formulations. Computational results show that the proposed formulation, combined with an appropriate search procedure, solves larger instances and is faster than other approaches in the literature.
Author Noronha, Thiago F.
Ribeiro, Celso C.
Santos, Andréa C.
Author_xml – sequence: 1
  givenname: Thiago F.
  surname: Noronha
  fullname: Noronha, Thiago F.
  organization: Department of Computer Science, Universidade Federal de Minas Gerais, Av. Antônio Carlos 6627, Belo Horizonte, MG 31270-010, BrazilE-mail tfn@dcc.ufmg.br
– sequence: 2
  givenname: Celso C.
  surname: Ribeiro
  fullname: Ribeiro, Celso C.
  organization: Department of Computer Science, Universidade Federal Fluminense, Rua Passo da Pátria 156, Niterói, 24210-240, BrazilE-mail celso@ic.uff.br
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  givenname: Andréa C.
  surname: Santos
  fullname: Santos, Andréa C.
  organization: Blaise Pascal University, LIMOS, Complexe Scientifique des Cézeaux, Aubière 63173, FranceE-mail andrea@isima.fr
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Cites_doi 10.1145/58564.59295
10.1007/3-540-46521-9_2
10.1016/0167-6377(91)90083-2
10.1145/321043.321046
10.1287/trsc.7.3.287
10.1002/net.10069
10.1007/978-3-540-45157-0_4
10.1007/978-3-540-24838-5_34
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Issue 5
Keywords diameter constrained spanning trees
bounded-diameter
Spanning trees
constraint programming
Language English
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References_xml – reference: Hooker, J.N., 2007. Integrated Methods for Optimization. Springer, New York.
– reference: Gouveia, L., Magnanti, T.L., 2003. Network flow models for designing diameter-constrained minimum-spanning and Steiner trees. Networks 41, 159-173.
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Snippet The diameter‐constrained minimum spanning tree problem consists in finding a minimum spanning tree of a given graph, subject to the constraint that the maximum...
The diameter-constrained minimum spanning tree problem consists in finding a minimum spanning tree of a given graph, subject to the constraint that the maximum...
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SubjectTerms bounded-diameter
Computer Science
constraint programming
diameter constrained spanning trees
Integer programming
Mathematical programming
Operations Research
Spanning trees
Studies
Title Solving diameter-constrained minimum spanning tree problems by constraint programming
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