Does the inverse of this special matrix have a power series expansion?

For example, here we have a rational function of A, and we can expand it as a power series in delta.In summary, the conversation is discussing the existence of a power series expansion for the inverse of (I+δA), where A is a matrix with elements depending on a variable T. It is mentioned that there is a general formula for the determinant of (I+A) in terms of traces of powers of A, but it is complicated. It is also noted that the inverse will converge if |δA|<1 and behaves similarly to the real variable case.
  • #1
srz
3
0
Hi...can anyone please suggest whether the following inverse has a power series expansion
[tex](I+\delta A)^{-1}[/tex]
where [tex]\delta [/tex] is a constant and [tex] A = [/tex]
[tex] \begin{pmatrix} T & T-1 & T-2 &... & 3 & 2 & 1\\ T-1 & T-1 & T-2 & ... & 3 & 2 & 1 \\ .. \\2 & 2 & 2 &... & 2 & 2 & 1 \\ 1 & 1 & 1 & ... & 1 & 1 & 1 \end{pmatrix} [/tex]
Thanks!
 
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  • #2
If delta is small enough.
 
  • #3
Thanks. Is it true that [tex] det|I+A|=1+trace(A)+det|A| [/tex]? If not then is there any general expression for [tex] det|I+A| [/tex]
 
  • #4
srz, try A = -I in your first formula.

There does exist a general formula for det(I+A) in terms of traces of powers of A, but it's rather complicated. Determinant - Wikipedia has it.
 
  • #5
Thanks lpetrich.
 
  • #6
For the inverse, you've got ##(I+\delta A)^{-1}=I-\delta A+(\delta A)^2-(\delta A)^3+\ldots##. It should converge if ##\vert\delta A\vert<1##.

Polynomials and rational functions of a single matrix behave very similarly to the single real variable case.
 

FAQ: Does the inverse of this special matrix have a power series expansion?

What is an inverse of a special matrix?

An inverse of a special matrix is the matrix that, when multiplied with the original matrix, gives the identity matrix. It is denoted by A-1 and can help solve equations involving the original matrix.

How is the inverse of a special matrix calculated?

The inverse of a special matrix is calculated by using the adjugate matrix and dividing it by the determinant of the original matrix. This can be written as A-1 = adj(A) / |A|.

What is the importance of the inverse of a special matrix?

The inverse of a special matrix is important because it allows us to solve equations involving the original matrix. It also helps in finding the solution to systems of linear equations and inverting transformations in linear algebra.

What are the properties of the inverse of a special matrix?

The inverse of a special matrix has the following properties: (1) the inverse of the inverse is the original matrix, (2) the inverse of a product of matrices is the product of the inverses in reverse order, (3) the inverse of a scalar multiple of a matrix is the scalar multiple of the inverse, and (4) the inverse of the identity matrix is the identity matrix itself.

Is the inverse of a special matrix always unique?

Yes, the inverse of a special matrix is always unique. If a matrix has an inverse, there is only one possible inverse for that matrix.

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