可离散分子距离几何问题的对称驱动BP算法

A. Mucherino, C. Lavor, Leo Liberti
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引用次数: 9

摘要

BP (Branch & Prune)是求解可离散分子距离几何问题(DMDGP)的确定性算法。这个问题在结构生物学领域有重要的应用,特别是在利用核磁共振技术获得的信息来确定分子的三维构象方面。在最近的工作中,我们证明了用二叉树表示的DMDGP的搜索域包含各种对称性,这些对称性与问题的解的数量有关。在目前的工作中,我们提出了一种BP算法的变体,该算法能够利用有关对称性的信息来加快搜索速度。计算实验表明,对称驱动BP (symBP)算法在考虑多个解的情况下优于原BP算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A symmetry-driven BP algorithm for the Discretizable Molecular Distance Geometry Problem
Branch & Prune (BP) is a deterministic algorithm for the solution of the Discretizable Molecular Distance Geometry Problem (DMDGP). This problem has important applications in the field of structural biology, in particular for the determination of the three-dimensional conformation of a molecule by using information obtained by NMR techniques. In recent works, we proved that the search domain of the DMDGP, which is represented by a binary tree, contains various symmetries which are related to the number of solutions to the problem. In the present work, we propose a variant of the BP algorithm which is able to exploit the information regarding the symmetries to speed up the search. Computational experiments show that the symmetry-driven BP (symBP) outperforms the original BP algorithm in particular when instances having several solutions are considered.
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