mruncleramos said:
Just for contextualization. I just finished Calculus on Manifolds, and I'm coming back to some of the problems that i thought could have had better solutions to. Problem 6 of chapter one asks you to prove the schwarz ineqaulity for integrals. Spivak inserts a cryptic (in my opinion) hint: Consider separately the cases [tex]$\int_{a}^{b} f(x) - \lambda g(x) dx$ = 0[/tex] and [tex]$\int_{a}^{b} f(x) - \lambda g(x) dx$ > 0[/tex]
I suppose this is supposed to include all possibilites of f and g. So far, I've used the latter inequality to derive part of the schwarz inequality, but i cannot find a use for the former. Oh yeah. Excuse me for being picky, but i have to figure out what spivak meant by this hint. I don't want to use riemann sums.
I have the book as well. The LateX seems somewhat mixed up, so I`ll just copy the problem:
Spivak asks to prove that:
[tex]\left| \int_a^b f \cdot g \right| \leq (\int_a^b f^2)^{\frac{1}{2}}\cdot (\int_a^b g^2)^{\frac{1}{2}}[/tex]
for integrable functions f,g on [a,b],
and hints to consider separately the cases:
[tex]0 = \int_a^b (f-\lambda g)^2[/tex]
for some [itex]\lambda \in \mathbb{R}[/itex] and
[tex]0 < \int_a^b (f-\lambda g)^2[/tex]
for all [itex]\lambda \in \mathbb{R}[/itex].
This covers all cases, since for any two integrable functions f,g on [a,b] there either exists a [itex]\lambda[/itex] such that the integral is zero, or for all [itex]\lambda[/itex] the integral is not equal to zero. (The proof that is must be greater than zero is actually the point of this thread).
You cannot mimic Theorem 1-1 (2)exactly, since he uses the argument that x and y are either linearly dependent or not and uses the fact that if they are linearly independent, then [itex]\lambda y-x \neq 0[/itex] for all [itex]\lambda[/itex] and so [itex]0<|\lambda y-x|^2[/itex] for all [itex]\lambda[/itex] (by theorem 1-1 (1)).
You cannot use this argument for the integral, because even if f and g are linearly independent, it is not necessarily the case that:
[itex]\int_a^b (f-\lambda g)^2 > 0[/itex] for all [itex]\lambda[/itex]. ([itex]||f||=(\int_a^b f^2)^{\frac{1}{2}}[/itex] does not constitute a norm on the given space).