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L^2-Function


An L^2-function is a function f:X->R that is square integrable with respect to a measure mu, meaning that

 ||f||_2^2=int_X|f|^2dmu<infty.

The quantity ||f||_2 is its L2-norm. Here X is a measure space and the integral is the Lebesgue integral. The collection of L^2-functions on X, identified when they agree almost everywhere, is called L^2(X) or L2-space, which is a Hilbert space.

L2-Function

On the unit interval (0,1), the functions f(x)=1/x^p are in L^2 for p<1/2. However, the function f(x)=x^(-1/2) is not in L^2 since

 int_0^1(x^(-1/2))^2dx=int_0^1(dx)/x

diverges.

More generally, there are L^2-complex functions obtained by replacing the absolute value of a real number in the definition with the norm of the complex number. In fact, this generalizes to functions from a measure space X to any normed space.

L^2-functions play an important role in many areas of analysis. They also arise in physics, and especially quantum mechanics, where probabilities are given as the integral of the squared absolute value of a wavefunction psi. In this and in the context of energy density, L^2-functions arise due to the requirement that these quantities remain finite.


See also

Hilbert Space, L2-Space, Lebesgue Integral, Lp-Space, Measure, Measure Space, Square Integrable

Portions of this entry contributed by Todd Rowland

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Cite this as:

Weisstein, Eric W., with contributions by Todd Rowland. "L^2-Function." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/L2-Function.html

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