Normalization in $L^{p}$ and $L^{q}$

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Given a function $f$ in $L^{p}\cap L^{q}$ where $0<p,q<\infty$, can $f$ always be normalized such that $\| f \|_p=\| f \|_q=1$?

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No.

For example take your measure space to be $[0,1]$ with Lebesgue measure. Take $f(x)=2x$, $p=1,q=2$. Then $||f||_p=1$. To normalize $f$ you can only multiply it by a constant- and that would disturb the $||.||_p$.

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For an even simpler counterexample, let $f(x)\equiv 0$.