Loading [MathJax]/jax/output/HTML-CSS/jax.js

Tuesday, July 21, 2020

Cohomology-Partition of Unity

Smooth manifolds are defined on nice topological spaces that have countable basis and are Hausdorff spaces. Partition of unity (POU) can be defined and existence proven more easily.

 Idea behind POU is as follows. Imagine a set of continuous functions defined on a topological space that takes values in the closed interval [0,1]. They are sort of functions that finitely many of them take non-zero values in a small neighborhood and vanish (become 0) in other places.

So how is all the above formalized? Given the niceness of topological space, we can defined these functions in the following manner.

1. Take an open cover Ui of manifold M such that at each point x there
are finitely many open covers Ui.
2. Take a family of differential functions 0βi(x)1 such that sum is unity at point x.
Such a family βi(x) define  on Ui called  a POC subordinate to Ui.
3. These functions vanish beyond the Ui.
How's this useful?
On manifolds, integration of the forms can be done on a coordinate patch. POU helps extend this coordinate patch integration to whole manifold.
For an orientable manifold M, take a volume form ω at a point p.
ω=h(p)dx1dx2dxn
with postive definite h(p) on a chart Ui whose coordinate is x=ϕ(p).

Let f:MR be a function on M. In the coordinate neighbourhood Ui one can define integration of n-form as
Uif=ϕi(Ui)f(ϕ1i(x))h(ϕ1i(x))dx1dxn
POU enables us to extend this integration over entire manifold.

Example: On S1 , use open covers U1=S1(1,0) and U2=S1(1,0) to define "bump" functions
β1(θ)=sin2(θ2) and β2(θ)=cos2(θ2).
Since values of sin and cos belong to interval [0,1] and sum of β1,β2 is always unity, it is easy to see that this a POU.
We can use this to integrate - say 1Scos2θ over S1.
β1(θ)=sin2(θ2) and β2(θ)=cos2(θ2).
This is a partition of Unity because,
1. βi(θ)[0,1] for i=1,2.
2. if p=(1,0) as pU1 results in value of function 0. Similarly,
for U2, at p=(1,0), value is 0.
3. At any angle where both the functions are defined, POU acts as a weight that allocates a fraction to one function and rest of the fraction to next function. In our example, say we take θ=π/4, βi(π/4)=1/2, hence sum of 1/2+1/2=1.

 We can use this to integrate - say S1cos2θ. Let us see what happens. Since POU acts as a weighting function that sums to 1, we can allow overlaps in the integration. POU will allocate appropriate weight and make sure that the integration works as expected.
s1cos2(θ)dθ=2π0sin2(θ/2)cos2(θ)dθ+pipicos2(θ/2)cos2(θ)dθ=π


No comments:

Post a Comment

Chain complexes on Hilbert spaces

 Chain complexes are mathematical structures used extensively in algebraic topology, homological algebra, and other areas of mathematics. Th...