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.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Computational performance evaluation of two integer linear programming models for the minimum common string partition problem
    Blum, Christian
    Raidl, Gunther R.
    [J]. OPTIMIZATION LETTERS, 2016, 10 (01) : 189 - 205
  • [2] Computational performance evaluation of two integer linear programming models for the minimum common string partition problem
    Christian Blum
    Günther R. Raidl
    [J]. Optimization Letters, 2016, 10 : 189 - 205
  • [3] On the minimum common integer partition problem
    Chen, Xin
    Liu, Lan
    Liu, Zheng
    Jiang, Tao
    [J]. ALGORITHMS AND COMPLEXITY, PROCEEDINGS, 2006, 3998 : 236 - 247
  • [4] On the Minimum Common Integer Partition Problem
    Chen, Xin
    Liu, Lan
    Liu, Zheng
    Jiang, Tao
    [J]. ACM TRANSACTIONS ON ALGORITHMS, 2008, 5 (01)
  • [5] Mathematical programming strategies for solving the minimum common string partition problem
    Blum, Christian
    Lozano, Jose A.
    Davidson, Pinacho
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2015, 242 (03) : 769 - 777
  • [6] Better approximations for the minimum common integer partition problem
    Woodruff, David P.
    [J]. APPROXIMATION, RANDOMIZATION AND COMBINATORIAL OPTIMIZATION: ALGORITHMS AND TECHNIQUES, 2006, 4110 : 248 - 259
  • [7] Minimum common string partition problem: Hardness and approximations
    Goldstein, A
    Kolman, P
    Zheng, J
    [J]. ALGORITHMS AND COMPUTATION, 2004, 3341 : 484 - 495
  • [8] Minimum common string partition problem: hardness and approximations
    Goldstein, Avraham
    Kolman, Petr
    Zheng, Jie
    [J]. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2004, 3341 : 484 - 495
  • [9] The Greedy Algorithm for the Minimum Common String Partition Problem
    Chrobak, Marek
    Kolman, Petr
    Sgall, Jiri
    [J]. ACM TRANSACTIONS ON ALGORITHMS, 2005, 1 (02) : 350 - 366
  • [10] Minimum common string partition problem: Hardness and approximations
    Goldstein, A
    Kolman, P
    Zheng, J
    [J]. ELECTRONIC JOURNAL OF COMBINATORICS, 2005, 12 (01):