Is it true that: -an inner product satisfies the properties of a norm if and only if the norm s

arridsd9

arridsd9

Answered question

2022-06-17

Is it true that:

-an inner product satisfies the properties of a norm if and only if the norm satisfies the parallelogram equality

-a norm can be induced by a metric if and only if the metric satisfies d ( x + a , y + a ) = d ( x , y ) and d ( a x , a y ) = a d ( x , y )

or are the implications one way?

Answer & Explanation

Bruno Hughes

Bruno Hughes

Beginner2022-06-18Added 24 answers

The first statement is true both ways. Specifically, suppose ( X , | | | | ) is a normed linear space. Then the norm | | | | is induced by an inner product iff the parallelogram law holds in ( X , | | | | ).

For the second statement, this is not true. Call the condition d ( x , y ) = d ( x + a , y + a ) translation invariance, and the condition d ( x , y ) = d ( a x , a y ) homogeneity. Consider the following variant of the characteristic function
χ ( x , y ) = { 1 , x y , 0 , otherwise.
Homogeneity fails for χ ,   x y. Indeed,
χ ( x , y ) = 1 a = χ ( a x , a y ) .

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