A new algorithm for the ^KDMDGP subclass of Distance Geometry Problems

09/11/2020
by   Douglas S. Goncalves, et al.
0

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.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
07/29/2019

Integer Programming, Constraint Programming, and Hybrid Decomposition Approaches to Discretizable Distance Geometry Problems

Given an integer dimension K and a simple, undirected graph G with posit...
research
07/22/2013

A New Approach for Finding the Global Optimal Point Using Subdividing Labeling Method (SLM)

In most global optimization problems, finding global optimal point inthe...
research
12/08/2014

Computational Protein Design Using AND/OR Branch-and-Bound Search

The computation of the global minimum energy conformation (GMEC) is an i...
research
10/05/2019

A new algorithm for graph center computation and graph partitioning according to the distance to the center

We propose a new algorithm for finding the center of a graph, as well as...
research
04/12/2018

Dualities in Tree Representations

A characterization of the tree T^* such that BP(T^*)=DFUDS(T), the rever...
research
06/16/2014

CCCP Algorithms to Minimize the Bethe free energy of 3-SAT Problem

The k-sat problem is a prototypical constraint satisfaction problem. The...
research
04/29/2018

Embedding with a Rigid Substructure

This paper presents a new distance geometry algorithm for calculating at...

Please sign up or login with your details

Forgot password? Click here to reset