Reference
This problem grew out from: Stone's Theorem Integral: Basic Integral
Problem
Given the real line as measure space $\mathbb{R}$ and a Hilbert space $\mathcal{H}$.
Consider a strongly continuous unitary group $U:\mathbb{R}\to\mathcal{B}(\mathcal{H})$.
Take the time evolution $\varphi(t):=U(t)\varphi$.
This time the integral is taken over an infinite measure: $$\int_0^\infty e^{-\lambda s}\varphi(s) \, \mathrm ds$$ What interpretations are available and how do they agree?
Bochner
Since it is separable valued: $$\varphi\in\mathcal{C}(\mathbb{R},E):\quad\mathbb{R}\text{ separable}\implies (\alpha\varphi)(\mathbb{R})\text{ separable}$$ and weakly measurable: $$l\in E':\quad(\alpha\varphi)\text{ continuous}\implies l\circ(\alpha\varphi)\text{ measurable}$$ so by Pettis' criterion strongly measurable: $$\varphi\text{ Bochner measurable}$$
Also it is absolutely integrable: $$\int\|\varphi(s)\|\alpha(s)\mathrm{d}s=\frac{1}{\lambda}\|\varphi\|<\infty$$
So the Bochner integral exists!
Improper Bochner
This one coincides with the former by dominated convergence.
Improper Riemann
Especially, it is bounded: $$\lambda(A)<\infty:\quad\|\alpha\varphi\|_A\leq1\|\varphi\|<\infty$$ so for subspaces of finite measure: $$\lambda(A)<\infty:\quad\alpha\varphi\in\mathcal{L}_\mathfrak{R}(A)\cap\mathcal{L}_\mathfrak{B}(A)$$ But the real line is $\sigma$-finite so one has: $$\int_A\alpha(s)\varphi(s)\mathrm{d}s\to\int_0^\infty\alpha(s)\varphi(s)\mathrm{d}s$$
So the improper Riemann integral exists and agrees with others!
Induced Bochner
Consider the induced Borel measure: $$\mu(A):=\int_A\alpha(s)\mathrm{d}s:\quad\mu(\mathbb{R})=\frac{1}{\lambda}<\infty$$
Then one has absolute integrability as: $$\int\|\varphi(s)\|\mathrm{d}\mu(s)=\int\|\varphi(s)\|\alpha(s)\mathrm{d}s<\infty$$ and again measurability by continuity.
So it is Bochner integrable.
As the function is measurable and bounded one can construct: $$\|\sigma_n\|_\infty\leq\|\varphi\|_\infty+1:\quad\sigma_n\to\varphi$$ Thus one obtains by dominated convergence: $$\int\varphi(s)\mathrm{d}\mu(s)\leftarrow\int\sigma_n(s)\mathrm{d}\mu(s)=\int\sigma_n(s)\alpha(s)\mathrm{d}s\to\int\varphi(s)\alpha(s)\mathrm{d}s$$
So the induced Bochner integral exists and agrees with others!
Induced Riemann
One last time by boundedness: $$\|\varphi\|_\infty<\infty:\quad\varphi\in\mathcal{L}_\mathfrak{R}(\mu)\cap\mathcal{L}_\mathfrak{B}(\mu)$$
So the induced Riemann integral exists and agrees with others!