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A New Algorithm for the K DMDGP Subclass of Distance Geometry Problems with Exact Distances

  • Douglas S. Gonçalves
  • , Carlile Lavor
  • , Leo Liberti
  • , Michael Souza
  • Universidade Federal de Santa Catarina
  • University of Campinas (UNICAMP)
  • Federal University of Ceara

Research output: Contribution to journalArticlepeer-review

4 Citations (Scopus)

Abstract

The fundamental inverse problem in distance geometry is the one of finding positions from inter-point distances. The Discretizable Molecular Distance Geometry Problem (DMDGP) is a subclass of the Distance Geometry Problem (DGP) whose search space can be discretized and represented by a binary tree, which can be explored by a Branch-and-Prune (BP) algorithm. It turns out that this combinatorial search space possesses many interesting symmetry properties that were studied in the last decade. In this paper, we present a new algorithm for this subclass of the DGP, which exploits DMDGP symmetries more effectively than its predecessors. Computational results show that the speedup, with respect to the classic BP algorithm, is considerable for sparse DMDGP instances related to protein conformation.

Original languageEnglish
Pages (from-to)2400-2426
Number of pages27
JournalAlgorithmica
Volume83
Issue number8
DOIs
Publication statusPublished - 1 Aug 2021

Keywords

  • DMDGP
  • Discretization
  • Distance Geometry
  • Symmetries

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