Operator norm supremum inequality in Field's theorem 9.2.9

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I am reading Michael Field's book: "Essential Real Analysis" ... ...

I am currently reading Chapter 9: Differential Calculus in $$\mathbb{R}^m$$ and am specifically focused on Section 9.2.1 Normed Vector Spaces of Linear Maps ...

I need some help in fully understanding Theorem 9.2.9 (3) ... Theorem 9.2.9 (3) reads as follows:
View attachment 9375
View attachment 9376

In the proof of Theorem 9.2.9 (3) Field asserts the following:

$$ \text{sup}_{ \| u \| = 1} ( \| Au \| + \| Bu \| ) \le \text{sup}_{ \| u \| = 1} ( \| Au \| ) +\text{sup}_{ \| u \| = 1} ( \| Bu \| ) $$
Can someone please explain why this is true ... surely the above is a strict equality ...
Help will be much appreciated ...

Peter
 
Attachments
  • Typed page from a textbook showing Theorem 9.2.9 with three norm properties for linear maps A and B, followed by the start of its proof of part (1).
    Field - 1 - Theorem 9.2.9 ... ... PART 1 ... .png
    14 KB · Views: 222
  • Handwritten-style printed proof steps: (2) sup over ||u||=1 of ||aAu|| equals sup of |a| ||Au|| equals |a| ||A||; (3) ||A+B|| equals sup of ||Au+Bu|| is at most sup of (||Au||+||Bu||), which is at most sup ||Au|| + sup ||Bu|| = ||A|| + ||B||, proving the triangle inequality.
    Field - 2 - Theorem 9.2.9 ... ... PART 2 ... .png
    5.5 KB · Views: 201
Hi Peter,

Peter said:
In the proof of Theorem 9.2.9 (3) Field asserts the following:

$$ \text{sup}_{ \| u \| = 1} ( \| Au \| + \| Bu \| ) \le \text{sup}_{ \| u \| = 1} ( \| Au \| ) +\text{sup}_{ \| u \| = 1} ( \| Bu \| ) $$

Can someone please explain why this is true ... surely the above is a strict equality ...

Here is a hint: Use the fact that $\|Au\|\leq \sup_{\|u\|=1}\|Au\|$ and $\|Bu\|\leq \sup_{\|u\|=1}\|Bu\|$ for all $\|u\|=1.$ Can you proceed from here?
 
GJA said:
Hi Peter,
Here is a hint: Use the fact that $\|Au\|\leq \sup_{\|u\|=1}\|Au\|$ and $\|Bu\|\leq \sup_{\|u\|=1}\|Bu\|$ for all $\|u\|=1.$ Can you proceed from here?
Hi GJA ...

I think that a way to proceed is as follows:

Since $\|Au\|\leq \sup_{\|u\|=1}\|Au\|$ and $\|Bu\|\leq \sup_{\|u\|=1}\|Bu\|$ for all $\|u\|=1.$

we have ... ...

$$\|Au\| + \|Bu\| \leq \sup_{\|u\|=1}\|Au\| + \sup_{\|u\|=1} \|Bu\| $$ for all $\|u\|=1.$ Therefore ...$$\sup_{\|u\|=1} ( \|Au\| + \|Bu\| ) \leq \sup_{\|u\|=1} \|Au\| + \sup_{\|u\|=1}\|Bu\|$$... since $$\sup_{\|u\|=1} ( \|Au\| + \|Bu\| ) = \text{ max }_{ \| u \| = 1 } ( \|Au\| + \|Bu\| )$$
Is that correct?Peter
 
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