An Integer Programming Formulation of the Minimum Common String Partition Problem

被引:3
|
作者
Ferdous, S. M. [1 ,2 ]
Rahman, M. Sohel [2 ]
机构
[1] AUST, Dept Comp Sci & Engn, Dhaka, Bangladesh
[2] Bangladesh Univ Engn & Technol, Dept Comp Sci & Engn, AlEDA Grp, Dhaka, Bangladesh
来源
PLOS ONE | 2015年 / 10卷 / 07期
关键词
D O I
10.1371/journal.pone.0130266
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We consider the problem of finding a minimum common string partition (MCSP) of two strings, which is an NP-hard problem. The MCSP problem is closely related to genome comparison and rearrangement, an important field in Computational Biology. In this paper, we map the MCSP problem into a graph applying a prior technique and using this graph, we develop an Integer Linear Programming (ILP) formulation for the problem. We implement the ILP formulation and compare the results with the state-of-the-art algorithms from the literature. The experimental results are found to be promising.
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页数:16
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