The parameterized complexity of finding minimum bounded chains

被引:0
|
作者
Blaser, Nello [1 ,3 ]
Brun, Morten [2 ]
Salbu, Lars M. [2 ]
Vagset, Erlend Raa [1 ,4 ]
机构
[1] Univ Bergen, Dept Informat, Bergen, Norway
[2] Univ Bergen, Dept Math, Bergen, Norway
[3] Univ Bergen, Ctr Data Sci, Bergen, Norway
[4] Western Norway Univ Appl Sci, Dept Comp Sci Elect Engn & Math Sci, Forde, Norway
关键词
Minimum bounded chain; Computational topology; Parameterized algorithms; Complexity theory; Topological data analysis; Treewidth;
D O I
10.1016/j.comgeo.2024.102102
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Finding the smallest d-chain with a specific (d - 1)-boundary in a simplicial complex is known as the Minimum Bounded Chain problem (MBCd). MBCd is NP-hard for all d >= 2. In this paper, we prove that it is also W[1]-hard for all d >= 2, if we parameterize the problem by solution size. We also give an algorithm solving MBC1 in polynomial time and introduce and implement two fixed parameter tractable (FPT) algorithms solving MBCd for all d. The first algorithm uses a shortest path approach and is parameterized by solution size and coface degree. The second algorithm is a dynamic programming approach based on treewidth, which has the same runtime as a lower bound we prove under the exponential time hypothesis.(c) 2024 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY license(http://creativecommons.org/licenses/by/4.0/).
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页数:31
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