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Friday, September 15, 2023

An Algebraic Geometry view of singular matrix (The graph is for real number!)

Traditionally, we view GLn(C){GL}_n(mathbb C) is automorphism of Cnmathbb C^n in category of VectCmathrm{Vect}_{math

Traditionally, we view GLn(C) is automorphism of Cn in category of VectC.

But actually, we can view it as an automorphism of a variety.

It just uses abstract nonsense to rewrite something well-known, just like the openest category, but on the other hand, it can be seen as a new view of old things. I do not know if it is powerful or not.

Notation Xn×n form a n×n matrix, each entry aij=Xij is variable.

You can view Xn×n:Cn×nCn×n is just the identity function of affine space Cn×n.

Then, you can consider the action EndVectC(Cn×n)×Xn×n, that is AXn×n, where A is a n×n matrix.

For convenience, I will denote Xn×n by X, since the result is not dependent on the dimension (finite).


Then, you can consider a map from EndVectC(Cn×n)×Xn×nC[X11,...,Xn,n], that is, the determinant.

The solution of detX=0 , or the variety V(detX) is just all the singular matrix (not invertible matrix).

The obvious but interesting thing is V(detGX)=V(detX) when GGL(C). Since det(GX)=detGdetX.

Similarly V(detFX)=EndVectC(Cn×n), since det(FX)=detFdetX=0. F is a singular matrix.

By the way, it looks like a Boolean Value, since EndVectC(Cn×n) equal to the disjoint union of the set of invertible and singular matrices.

When we consider the endomorphism act on the Variety, it maps all the G to iddetX or 1, and maps all the F to 0.

Actually, it is a continuous function From f:EndVectC(Cn×n)F2. We define the topology on F2 as τ:={,{1},F2}.

Since detX is a polynomial function; thus, it is continuous g:Cn×nC, then you quotient the relation h:CCP0.

Then f=hg . f1(0)={FMn×n(C)|detF=0} is closed. f1(1)=GLn(C) is open.


There exists some much more interesting point of view.

1.Observe that deg(detXn×n)=n, and the coordinate ring of V(detXn×n), C[X11,...,Xn,n]/(detXn×n).

2.You can consider the geometry of singular matrix.

For example, consider 2×2 matrix (X11X12X21X22)What is the geometry of X11X22X21X12=0?

If you fix X11=1 then, you can visualise the surface X22=X21X12, or y=xz

We might need to have a projective view of it Since if (X11X12X21X22) is the solution of detX,

then so as det(λX) or more general detGX.

We can consider =X11(1X12/X11X21/X11X22/X11)

Each point on the surface is a family of solutions of det(1Y12Y21Y22)=0, that is the singular matrix.

The graph is as follows.

 

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