TRACTABLE AND INTRACTABLE VARIATIONS OF UNORDERED TREE EDIT DISTANCE

被引:10
作者
Yamamoto, Yoshiyuki [1 ]
Hirata, Kouichi [2 ,3 ]
Kuboyama, Tetsuji [4 ]
机构
[1] Kyushu Inst Technol, Grad Sch Comp Sci & Syst Engn, Iizuka, Fukuoka 8208502, Japan
[2] Kyushu Inst Technol, Dept Artificial Intelligence, Iizuka, Fukuoka 8208502, Japan
[3] Kyushu Inst Technol, Biomed Informat R&D Ctr, Iizuka, Fukuoka 8208502, Japan
[4] Gakushuin Univ, Ctr Comp, Tokyo 1718588, Japan
关键词
Tree edit distance; unordered tree; variations of Tai mapping; variations of tree edit distance; LABELED TREES; ALGORITHMS; APPROXIMATION;
D O I
10.1142/S0129054114500154
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, we investigate the problem of computing structural sensitive variations of an unordered tree edit (listance. First, we focus on the variations tractable by the algorithms including the submodule of a network algorithm, either the minimum cost maximum flow algorithm or the maximum weighted bipartite matching algorithm. Then, we show that both network algorithms are replaceable, and hence the time complexity of computing these variations can be reduced to (nrnd) time, where it is the number of nodes in a tree, m is the number of nodes in another tree and d is the in degree of given two trees. Next, we show that the problem of computing the bottom-up distance is MAX SNP-hard. Note that the well linear tune algorithm for the bottom -up distance designed by Valiente (2001) computes just a bottom-up iode (insertion-deletion) distance allowing no substitutions.
引用
收藏
页码:307 / 329
页数:23
相关论文
共 26 条
[1]   Approximation and parameterized algorithms for common subtrees and edit distance between unordered trees [J].
Akutsu, Tatsuya ;
Fukagawa, Daiji ;
Halldorsson, Magnus M. ;
Takasu, Atsuhiro ;
Tanaka, Keisuke .
THEORETICAL COMPUTER SCIENCE, 2013, 470 :10-22
[2]  
[Anonymous], 1993, NETWORK FLOWS THEORY
[3]  
[Anonymous], 1991, SOFTWARE-PRACTICE AND EXPERIENCE, DOI DOI 10.1002/SPE.4380210706
[4]  
Chawathe SS, 1999, PROCEEDINGS OF THE TWENTY-FIFTH INTERNATIONAL CONFERENCE ON VERY LARGE DATA BASES, P90
[5]  
Ferraro P, 2000, ANN FOR SCI, V57, P445
[6]   FASTER SCALING ALGORITHMS FOR NETWORK PROBLEMS [J].
GABOW, HN ;
TARJAN, RE .
SIAM JOURNAL ON COMPUTING, 1989, 18 (05) :1013-1036
[7]  
HAMOULHADJ A, 2003, P 1 ICSE INT WORKSH, P33
[8]  
Hirata K, 2011, LECT NOTES COMPUT SC, V6661, P402
[9]  
Kaizhong Zhang, 1996, International Journal of Foundations of Computer Science, V7, P43, DOI 10.1142/S0129054196000051
[10]   MAXIMUM BOUNDED 3-DIMENSIONAL MATCHING IS MAX SNP-COMPLETE [J].
KANN, V .
INFORMATION PROCESSING LETTERS, 1991, 37 (01) :27-35