I was reading the book A. Lasotta and M. C. Mackey, "Chaos, Fractals, and Noise: Stochastic Aspects of Dynamic", Springer, 1991
On page 27, they defined a ``scalar product'' as follows. Let $f\in\mathcal{L}^p(X)$ and $g\in\mathcal{L}^q(X)$, where $0<p<q\leq\infty$ and $p^{-1} + q^{-1}=1$. A scalar product can be defined as follows
$$\langle f,g\rangle=\int_X fg$$
I would like to know
1) On which space is the scalar product defined: $\mathcal{L}^p(X)$ or $\mathcal{L}^q(X)$?
2) It is indeed a scalar product?
I have a counter example for item 2: let $X=[0,1]$, $p=1$, $f(\cdot)=1/(\cdot)^{1/2}$. Thus, $q=\infty$ and it cannot be an scalar product, since $$\langle f,f\rangle=\int_0^1\frac{1}{x}\,dx=\infty$$
Does someone knows how how to answer 1 or if my counterexample for 2 holds true?
Ps.: $\mathcal{L}^p(X)$ is the class of $p$-Lebesgue integrable functions with the norm
$$|f|_p=\left(\int_X|f|^p\right)^{1/p}<\infty$$
"Scalar product" is a misnomer. It's actually a duality, that is, a bilinear map $L^p\times L^q\to\mathbb F$.