What is the meaning of the norm of a linear functional?

[zok_peltek]

Hi everyone,

I have been studying "Optimization by Vector Space Methods", written by David Luenberger and I am stuck in an obvious point at first glance. My problem is in page 105, where the norm of a linear functional is expressed in alternative ways. The definition for the norm of a linear functional f is (from now on ||y|| denotes the norm of y and |y| the absolute value of y):
||f|| = inf{M: |f(x)| <= M*||x|| for every x in X} where X is the vector space the functional is defined on.

now this definition can be modified and give:
||f|| = inf{M: |f(x/||x||)| <= M for every x in X and x not zero} since f is linear which is equivalent to:
||f|| = sup(|f(x)|/||x||) for x not zero or
||f|| = sup(|f(x)|) for ||x|| = 1

now in the book it states that also:
||f|| = sup(|f(x)|) for ||x|| <= 1
which I can't compehend given the previous definition.

any help is much appreciated,
zok

 

[zok_peltek]

I believe my question has already been answered here:
https://www.physicsforums.com/showthread.php?t=479633

my apologies for double posting

 

[tiny-tim]

welcome to pf!

hi zok! welcome to pf!

||f|| = sup(|f(x)|) for ||x|| = 1

now in the book it states that also:
||f|| = sup(|f(x)|) for ||x|| <= 1
which I can't compehend given the previous definition.

aren't they the same?

eg if ||x|| = 1, then f(0.5x) = 0.5f(x) since f is linear, so |f(0.5x)| < |f(x)| ?

 

[zok_peltek]

of course I am such a fool :D
I found also that the same question has been answered again here https://www.physicsforums.com/showthread.php?t=479633 . So my apologies for double posting

many thx

 

[Fredrik]

Note that \big\{|f(x)|\, \big| \,\|x\|=1\big\}\subset \big\{|f(x)|\,\big|\,\|x\|\leq 1\big\}. Let's call the first set A and the second set B. We have A\subset B. This means that \sup A\leq\sup B. On the other hand, you can easily show that an arbitrary member of B is smaller than sup A. This means that sup A is an upper bound of B, but sup B is the least upper bound, so \sup B\leq\sup A.

(Click the quote button if you want to see how I did the math).

You might also want to check out this thread.