Quantifying homology classes

被引:0
|
作者
Chen, Chao [1 ]
Freedman, Daniel [1 ]
机构
[1] Rensselaer Polytech Inst, Troy, NY 12180 USA
关键词
computational topology; computational geometry; homology; persistent homology; localization; optimization;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We develop a method for measuring homology classes. This involves three problems. First, we define the size of a homology class, using ideas from relative homology. Second, we define an optimal basis of a homology group to be the basis whose elements' size have the minimal sum. We provide a greedy algorithm to compute the optimal basis and measure classes in it. The algorithm runs in O(beta(4)n(3) log(2) n) time, where n is the size of the simplicial complex and beta is the Betti number of the homology group. Third, we discuss different ways of localizing homology classes and prove some hardness results.
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页码:169 / 180
页数:12
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