Pythagorean theorem does require the Cauchy-Schwarz inequality? In Wikipedia I found a proof of Sch

Abraham Bradley

Abraham Bradley

Answered question

2022-05-03

Pythagorean theorem does require the Cauchy-Schwarz inequality?
In Wikipedia I found a proof of Schwarz inequality making use of the Pythagorean Theorem. Anyway I'm wondering... isn't that a petitio principii? Isn't the Pythagorean Theorem in Hilbert spaces proved by the Cauchy-Schwarz inequality? Or effectively is the Pythagorean Theorem a stronger if not equivalent notion?

Answer & Explanation

Landyn Whitney

Landyn Whitney

Beginner2022-05-04Added 19 answers

I think your confusion is due to notation used in Pythagorean theorem: we don't actually require any norm-property of | | | | induced by the inner product in proving it. It's only after we recognise | | | | as a norm that it has its usual realization.
Consider an inner product space V over real field for simplicity.
Let's denote
| | x | | 2 = x , x
The important thing to realize here is that although notation | | | | is used, at this stage we don't recognize | | | | as a "norm". It's just a convenient notation to denote x , x .
Suppose now that x,y are orthogonal. We prove the "Pythagorean Theorem"
Claim : If x,y are orthogonal then
| | x + y | | 2 = | | x | | 2 + | | y | | 2
Proof :
x + y , x + y = | | x | | 2 + | | y | | 2 + 2 x , y = | | x | | 2 + | | y | | 2
by orthogonality, bilinearlity.
So that didn't require CS inequality.
So this implies CS inequality, and this CS inequality ensures that the function | | | | is indeed a norm. In short,
I P Pythagorean Theorem Cauchy-Schwarz "norm function" is indeed a norm

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