Linear Mappings are Lipschitz Continuous .... D&K Example 1.8.14 .... ....

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SUMMARY

The discussion centers on the proof of Lipschitz continuity for linear mappings as presented in Example 1.8.14 of "Multidimensional Real Analysis I: Differentiation" by J. J. Duistermaat and J. A. C. Kolk. It is established that any linear mapping \( A: \mathbb{R}^n \rightarrow \mathbb{R}^p \) is Lipschitz continuous, which implies uniform continuity. The proof involves demonstrating that \( \|Ax - Ax'\| \leq k \|x - x'\| \) for some constant \( k \), where \( x, x' \) are in the domain of \( A \). The participants confirm the correctness of the proof approach and emphasize the independence of \( k \) from the variables involved.

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  • Understanding of Lipschitz continuity and its implications in analysis.
  • Familiarity with linear mappings and their properties in vector spaces.
  • Knowledge of norms and their application in mathematical proofs.
  • Basic concepts from "Multidimensional Real Analysis" relevant to continuity.
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  • Study the definition and properties of Lipschitz continuous functions in detail.
  • Explore the implications of linear mappings in functional analysis.
  • Review proofs involving continuity in "Multidimensional Real Analysis I: Differentiation".
  • Learn about the relationship between Lipschitz continuity and uniform continuity.
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I am reading "Multidimensional Real Analysis I: Differentiation" by J. J. Duistermaat and J. A. C. Kolk ...

I am focused on Chapter 1: Continuity ... ...

I need help with an aspect of Example 1.8.14 ... ...

The start of Duistermaat and Kolk's Example 1.8.14 reads as follows:https://www.physicsforums.com/attachments/7753In the above example we read the following:

"... ... any linear mapping $$A \ : \ \mathbb{R}^n \rightarrow \mathbb{R}^p$$, whether bijective or not, is Lipschitz continuous and therefore uniformly continuous ... ... "I am somewhat unsure regarding proving this statement ... but I think the proof goes like the following:


For $$A \ : \ \mathbb{R}^n \rightarrow \mathbb{R}^p$$ to be Lipschitz continuous we require

$$\mid \mid Ax - Ax' \mid \mid \le k \mid \mid x - x' \mid \mid \text{ where } x, x' \in \text{dom} (A)$$ ... ... ... (1)now we have:

$$\mid \mid Ax \mid \mid \le k \mid \mid x \mid \mid$$ ... ... ... (2)Now ... maybe put $$x = x' - x''$$

... then (2) becomes $$\mid \mid A(x' - x'') \mid \mid = \mid \mid Ax' - Ax'' \mid \mid \le k \mid \mid x' - x'' \mid \mid$$

which is the required result ...Is that correct?

Peter
 
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Yes, and you can be a bit more self-confident (Happy)
(Remark which may be superfluous: Your $k$ is independent of $x$, $x'$, $x''$.)
 
Krylov said:
Yes, and you can be a bit more self-confident (Happy)
(Remark which may be superfluous: Your $k$ is independent of $x$, $x'$, $x''$.)
Indeed, Krylov... you are probably right :)

Thanks for your reply ...

Peter
 

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