Homology defined on CW complexes.
Idea:
- n-chain ~ Z⟨{n−cells}⟩
- boundary ~ degree of the attaching map on each cell.
For X a CW complex, we define the cellular homolgy group as
- HnCWX:=Hn(...→Hn+1(Xn+1,Xn) →dn+1Hn(Xn,Xn−1)→dnHn−1(Xn−1,Xn−2)→...)
where Xi is the i-skeleton of the CW complex X. Hn(A,B) is the Relative homology group of space A relative to B. The outermost Hn means the nth Homology group of the Chain complex it acts on. This chain complex is formed by the relative homology groups together with the maps dn.
The map dn is defined as the composition jn−1∘∂n where these are the maps in the sequence ...→Hn(Xn,Xn−1)→∂nHn−1(Xn−1)→jn−1Hn−1(Xn−1,Xn−2)→... ( you can see the composition has the right domain and codomain). This sequence comes from putting together a few LES of the skeletons as follows:
![](data:image/png;base64,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)
The middle chain is called the Cellular chain complex. See here
Cellular boundary formula
We can write a formula for dn. See here