Matrix Logarithm: Proving Continuity for Operator Norm < 1

  • Thread starter Thread starter hedipaldi
  • Start date Start date
  • Tags Tags
    Logarithm Matrix
Click For Summary

Homework Help Overview

The discussion revolves around proving the continuity of the matrix logarithm log(I+A) for matrices A with an operator norm less than 1. Participants are exploring the differentiability of this function within the context of matrix analysis.

Discussion Character

  • Exploratory, Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants discuss the difficulty of computing the derivative and question how to demonstrate that the derivative exists and is continuous. There are suggestions to analyze the series expansion of the logarithm to assess differentiability.

Discussion Status

The conversation is ongoing, with participants seeking clarification on the definition of the derivative in this context and expressing a desire for more specific hints. There is an acknowledgment of the challenges involved in the computation.

Contextual Notes

Participants note the requirement to show continuity of the derivative as a function of the matrix A, which introduces additional complexity to the problem.

hedipaldi
Messages
209
Reaction score
0

Homework Statement



Hi,
how can i show that the matrix logarithm log(I+A) is continuously differentiable on the set of matrices having operator norm less than 1.



Homework Equations



http://planetmath.org/matrixlogarithm

The Attempt at a Solution


i tried to compute the derivative but it is awkward
 
Physics news on Phys.org
hedipaldi said:

Homework Statement



Hi,
how can i show that the matrix logarithm log(I+A) is continuously differentiable on the set of matrices having operator norm less than 1.



Homework Equations



http://planetmath.org/matrixlogarithm

The Attempt at a Solution


i tried to compute the derivative but it is awkward

Computing the derivative may be hard, but all you are being asked to do is to show that the derivative exists and is continuous.
 
And how do i do that?
 
hedipaldi said:
And how do i do that?

I'm afraid I cannot help you there; I know how to do it, but it is not my homework. I would, however, suggest that you write out a few terms of the log and see if the resulting polynomial is continuously differentiable---again, without necessarily being able to compute it convenienetly.
 
I mean,continuously differentiable as an operator,that is, the derivative is continuous as a function of the matrix A.I will be glad if you send me a more specific hint.
 
hedipaldi said:
I mean,continuously differentiable as an operator,that is, the derivative is continuous as a function of the matrix A.I will be glad if you send me a more specific hint.

Define what is meant by the derivative in this case.
 

Similar threads

  • · Replies 9 ·
Replies
9
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 10 ·
Replies
10
Views
2K
  • · Replies 5 ·
Replies
5
Views
2K
Replies
7
Views
2K
  • · Replies 25 ·
Replies
25
Views
4K
  • · Replies 2 ·
Replies
2
Views
4K
  • · Replies 5 ·
Replies
5
Views
3K
Replies
2
Views
6K
Replies
17
Views
2K