Operator Norm and Distance Function .... Browder, Proposition 8.6 ....

Proposition 8.6 from Andrew Browder's book "Mathematical Analysis: An Introduction" in which he defines the distance function \rho (S, T) and provides a simple example to demonstrate how it works. The conversation also addresses some basic questions about the definition of -T and confirms the correctness of the example provided.
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I am reading Andrew Browder's book: "Mathematical Analysis: An Introduction" ... ...

I am currently reading Chapter 8: Differentiable Maps and am specifically focused on Section 8.1 Linear Algebra ...

I need some help in fully understanding the concepts in Proposition 8.6 ...Proposition 8.6 reads as follows:
View attachment 9392
In the above proposition, Browder defines the distance function \rho (S, T) as follows:

\(\displaystyle \rho (S, T) = \| S - T \| \)... but just some basic questions ...
How do we define \(\displaystyle -T\)?Is \(\displaystyle -T = ( -1) T\)?Is \(\displaystyle \| -T \| = \| T \| \)?

A simple example that shows the way things work as I see it follows:Consider \(\displaystyle T: \mathbb{R}^2 \to \mathbb{R}^2 \)Let \(\displaystyle T(x,y) = ( x - y, 2y )\)... then ...\(\displaystyle - T (x,y) = (-1) T(x,y) = ( -x + y, -2y)\) and then it follows that ...\(\displaystyle \| T(x,y) \| = \| ( x - y, 2y ) \| = \sqrt{ (x - y)^2 + (2y)^2 }\)and ...\(\displaystyle \| -T(x,y) \| = \| ( -x + y, -2y) \| = \sqrt{ (-x + y)^2 + (-2y)^2 } = \| T(x,y) \| \)
Is the above example correct?Peter
 

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  • #2
Yes, it looks like you have everything correct.
 
  • #3
LCKurtz said:
Yes, it looks like you have everything correct.
Thanks LCKurtz

Peter
 

FAQ: Operator Norm and Distance Function .... Browder, Proposition 8.6 ....

What is the operator norm?

The operator norm is a mathematical concept used to measure the size or magnitude of a linear operator. It is defined as the maximum value of the operator's norm on all possible input vectors of a given vector space.

How is the operator norm calculated?

The operator norm is calculated by taking the supremum, or the least upper bound, of the operator's norm on all possible input vectors. In other words, it is the maximum value that the operator's norm can take.

What is the significance of the operator norm?

The operator norm is important because it provides a way to measure the size or magnitude of a linear operator. This can be useful in various mathematical and scientific fields, such as functional analysis, differential equations, and quantum mechanics.

What is the distance function in Browder's Proposition 8.6?

The distance function in Browder's Proposition 8.6 is a mathematical function used to measure the distance between two elements in a Banach space. It is defined as the supremum of the operator's norm on all possible input vectors, similar to how the operator norm is calculated.

What is the significance of Proposition 8.6 in Browder's work?

Proposition 8.6 in Browder's work is significant because it provides a way to estimate the distance between two elements in a Banach space using the operator norm. This can be useful in various mathematical and scientific applications, such as optimization problems and numerical analysis.

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