The Dirac measure is defined by $$\delta_x(A)= \begin{cases} 1 &\text{if $x \in A$}\\ 0 &\text{if $x \notin A$}\\ \end{cases}$$
Now, since $$\int f(y) \, d\delta_x(y)=f(x)$$ where $f:X\rightarrow \mathbb{R}$ is a function. So if $f(x)=1, \forall x\in X$ then $$\int \, d\delta_x(y)=1$$ How does the result of the integral change if we consider the following change to the integral $$\int \, d(y\delta_x(y))$$
I am trying to understand the equation in this paper. $\alpha$ here is a matrix of values. I am confused because the plot $P$ in the paper looks like a curve but the value of the integral seems to equal to a one or some constant to me
This is the plot


Regarding the integral, for a fixed $\alpha$, you integrate the energy values when the condition inside the Dirac measure is satisfied, this only means you only take values on the set where the $\alpha_{X,m}$ do have an associated energy equal to $E$ for a fixed $E\in[E_{min},E_{max}]$.
For different values of $\alpha$, the values of $P$ can be different, there is nothing here that says otherwise.
– Flewer47 Mar 05 '21 at 14:24