DNA Computing Model for the Minimum Spanning Tree Problem

Aili Han, Daming Zhu
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引用次数: 9

Abstract

We have devised a DNA encoding method and a corresponding DNA algorithm for the minimum spanning tree problem, an instance of optimization problems on weighted graphs. In order to find out the minimum spanning trees of a weighted graph G= (V, E, W) by means of molecular biology techniques, we encode each vertex viisinV using one recognition code of length l, l=max{[log4n], 6}; we encode each edge eijisinE using two DNA strands of length 2p=2max{wij, l}; for any two adjacent edges eije jk we add one DNA strand saijk of length wij +Wjk as an additional code. We also presented a DNA algorithm for the minimum spanning tree problem based on the proposed DNA encoding method, in which we firstly obtain the Euler cycle corresponding to the minimum spanning tree by means of the molecular biology techniques, and then the Euler cycle is converted to the minimum spanning tree. Our work provides further evidence for the ability of DNA computing to solve numerical optimization problems
最小生成树问题的DNA计算模型
针对加权图优化问题中的最小生成树问题,提出了一种DNA编码方法和相应的DNA算法。为了利用分子生物学技术求出加权图G= (V, E, W)的最小生成树,我们使用一个长度为l的识别码对每个顶点viisinV进行编码,l=max{[log4n], 6};我们用两条长度为2p=2max{wij, l}的DNA链对每条边进行编码;对于任意两条相邻的边eijjk,我们添加一条长度为wij +Wjk的DNA链saijk作为附加代码。在提出的DNA编码方法的基础上,提出了求解最小生成树问题的DNA算法,该算法首先利用分子生物学技术得到最小生成树对应的欧拉循环,然后将欧拉循环转化为最小生成树。我们的工作为DNA计算解决数值优化问题的能力提供了进一步的证据
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