We show that the persistent homology of a filtered simplicial complex is the standard homology of a particular graded module over a polynomial ring.
First we review some definitions.
A graded ring is a ring (a direct sum of abelian groups
) such that
for all
,
.
A graded ring is called non-negatively graded if
for all
. Elements of any factor
of the decomposition are called homogenous elements of degree
.
Polynomial ring with standard grading:
We may grade the polynomial ring non-negatively with the standard grading
for all
.
Graded module:
A graded module is a left module over a graded ring
such that
and
.
Let be a commutative ring with unity. Let
be a persistence module over
.
We now equip with the standard grading and define a graded module over
by
where the
-module structure is the sum of the structures on the individual components. That is, for all
,
The action of is given by
That is, shifts elements of the module up in the gradation.
Source: “Computing Persistent Homology” by Zomorodian and Carlsson.