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A New Algorithm for the $$^K$$DMDGP Subclass of Distance Geometry Problems with Exact Distances
- Source :
- Algorithmica, Algorithmica, Springer Verlag, 2021, ⟨10.1007/s00453-021-00835-6⟩
- Publication Year :
- 2021
- Publisher :
- Springer Science and Business Media LLC, 2021.
-
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.
- Subjects :
- Speedup
Binary tree
General Computer Science
Applied Mathematics
[INFO.INFO-RO]Computer Science [cs]/Operations Research [cs.RO]
0102 computer and information sciences
02 engineering and technology
Inverse problem
Space (mathematics)
01 natural sciences
Computer Science Applications
010201 computation theory & mathematics
Homogeneous space
Theory of computation
0202 electrical engineering, electronic engineering, information engineering
Combinatorial search
020201 artificial intelligence & image processing
Symmetry (geometry)
Algorithm
ComputingMilieux_MISCELLANEOUS
Mathematics
Subjects
Details
- ISSN :
- 14320541 and 01784617
- Volume :
- 83
- Database :
- OpenAIRE
- Journal :
- Algorithmica
- Accession number :
- edsair.doi.dedup.....a208812c29021373fd8cd453fae4dc9e