Uniqueness of Laplace transform

Statement: Let Lf(t)=0f(x)etxdx. Then if f(x)=o(eax) for some a>0, Lf=Lg implies f=g.

Proof: By linearity of the integral, this is equivalent to showing Lf=0 implies f=0. Perform the substitution x=log(u) to obtain

Lf(t)=0f(x)etxdx=01ut1f(log(u))du

where for ta+1, limu0ut1f((log(u))=limxe(t1)xf(x)=0, so this function is continuous at 0 and the above integral makes sense. Thus, if Lf=0, then 01unf(log(u))du=0 for all sufficiently large integers nN. Hence by linearity 01p(u)f(log(u))du=0 if p is a polynomial which contains only terms of size N or greater.

Since f(log(u)) is continuous on [0, 1], by Stone-Weierstrass we can choose a sequence of polynomials pk (having terms only of size N or greater) which uniformly converges to f(log(u)). That is, for any ϵ0, |f(log(u))pk(u)|ϵ for all u when k is sufficiently large. Thus, on the one hand, k sufficiently large implies

|01(f(log(u))pk(u))f(log(u))du|01ϵ|f(log(u))|du=ϵ01|f(log(u))|du

which can be made arbitrarily small. But on the other hand,

01(f(log(u)pk(u))f(log(u))du=01f(log(u))2du+01pk(u)f(log(u))du=01f(log(u))2du+0.

But f(log(u))2 is non-negative, and the whole integral goes to zero with n (since it’s smaller than any positive ϵ). The only way this is possible is if f(log(u))=0 for all u in [0,1], i.e., f(x)=0 for all x in [0,). ◼

Notes: This can also be used to prove the uniqueness of the Fourier transform.

We needed to be able to approximate an arbitrary continuous function f on [0,1] such that f(0)=0 uniformly with polynomials with terms only of degree greater than or equal to some K. To do this, it suffices to be able to approximate the curve y=x with those polynomials, since then you can use the approximation to y=x to build up other polynomials and exploit Weierstrass approximation. To do this, set fn(x)=x(1(1x)n)K.

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