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author:

Zhu, Daxin (Zhu, Daxin.) [1] | Wu, Yingjie (Wu, Yingjie.) [2] | Wang, Xiaodong (Wang, Xiaodong.) [3]

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Abstract:

In this paper, we consider a generalized longest common subsequence problem, in which a constraining sequence of length s must be included as a substring and the other constraining sequence of length t must be included as a subsequence of two main sequences and the length of the result must be maximal. For the two input sequences X and Y of lengths n and m, and the given two constraining sequences of length s and t, we present an O(nmst) time dynamic programming algorithm for solving the new generalized longest common subsequence problem. The time complexity can be reduced further to cubic time in a more detailed analysis. The correctness of the new algorithm is proved.

Keyword:

Dynamic programming Longest common subsequence problem Substring inclusion constraints Time complexity

Community:

  • [ 1 ] [Zhu, Daxin]Quanzhou Normal Univ, Quanzhou 362000, Peoples R China
  • [ 2 ] [Wu, Yingjie]Fuzhou Univ, Fuzhou 350002, Peoples R China
  • [ 3 ] [Wang, Xiaodong]Fujian Univ Technol, Fuzhou 350108, Peoples R China

Reprint 's Address:

  • [Wang, Xiaodong]Fujian Univ Technol, Fuzhou 350108, Peoples R China

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Source :

ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PAKDD 2016, PT II

ISSN: 0302-9743

Year: 2016

Volume: 9652

Page: 466-477

Language: English

0 . 4 0 2

JCR@2005

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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