Matrix Logarithm: Proving Continuity for Operator Norm < 1

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

The discussion focuses on proving that the matrix logarithm log(I+A) is continuously differentiable for matrices with an operator norm less than 1. Participants emphasize the importance of showing the existence and continuity of the derivative rather than computing it directly. A suggestion is made to analyze the polynomial expansion of the logarithm to establish its continuous differentiability as an operator. The key takeaway is that the derivative must be continuous as a function of the matrix A.

PREREQUISITES
  • Understanding of matrix logarithms, specifically log(I+A)
  • Knowledge of operator norms and their properties
  • Familiarity with the concept of continuous differentiability
  • Basic skills in polynomial expansions and derivatives
NEXT STEPS
  • Study the properties of matrix logarithms in detail
  • Learn about operator norms and their implications in matrix analysis
  • Explore the concept of continuous differentiability in functional analysis
  • Investigate polynomial expansions of matrix functions
USEFUL FOR

Mathematicians, graduate students in applied mathematics, and anyone studying functional analysis or matrix theory will benefit from this discussion.

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
3K
  • · Replies 5 ·
Replies
5
Views
3K
Replies
2
Views
6K
Replies
17
Views
2K