Structure on the Top Homology and Related Algorithms
Nissim Ranade, Chandrika Sadanand, Dennis Sullivan

TL;DR
This paper investigates the structure of top homology in compact triangulable spaces, revealing a canonical embedding into a free abelian group, which leads to a new invariant and an efficient basis construction algorithm.
Contribution
It introduces a canonical embedding of top homology into a free abelian group, establishing a matroid structure and providing a polynomial-time basis construction algorithm.
Findings
Top homology has a canonical embedding into a free abelian group.
The top homology structure forms an orientable matroid.
A polynomial-time algorithm for basis construction is developed.
Abstract
We explore the special structure of the top-dimensional homology of any compact triangulable space of dimension . Since there are no -dimensional cells, the top homology equals the top cycles and is thus a free abelian group. There is no obvious basis, but we show that there is a canonical embedding of the top homology into a canonical free abelian group which has a natural basis up to signs. This embedding structure is an invariant of up to homeomorphism. This circumstance gives the top homology the structure of an (orientable) matroid, where cycles in the sense of matroids correspond to the cycles in the sense of homology. This adds a novel topological invariant to the topological literature. We apply this matroid structure on the top homology to give a polynomial-time algorithm for the construction of a basis of the top homology (over coefficients).
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