ELI5: Explain Like I'm 5

Riemann–Stieltjes integral

The Riemann-Stieltjes integral is kind of like a special way to figure out how much stuff you have. Imagine you have a bunch of toys, and you want to know how many you have. To count them, you might put them all in a row and count up how many there are. But what if some of the toys are bigger than others, or you want to count them in a different order? That's where the Riemann-Stieltjes integral comes in.

To understand how it works, let's simplify things a little bit. Imagine you have a big long candy bar, and you want to know how much of it you've eaten. To figure this out, you could look at the wrapper on the candy bar and see how much was there to begin with. Then you could measure the length of the candy bar and figure out how much you've eaten by comparing it to the total length.

The Riemann-Stieltjes integral works kind of the same way, but instead of measuring the length of the candy bar, we're measuring something called a "function". A function is like a machine that takes in a number and gives you back another number. For example, the function f(x) = x + 2 takes in a number (let's say x = 3) and gives you back another number (in this case, 5).

But what does all this have to do with the integral? Well, let's say we have a function f(x) that tells us how much candy we've eaten at each point in time. We want to figure out how much candy we've eaten over a certain period of time (let's say from 1pm to 2pm). To do this, we need to figure out the "area under the curve" of the function f(x), but only from x=1 to x=2.

The area under the curve is kind of like the total amount of candy we've eaten. But how do we figure out what that area is? That's where the Riemann-Stieltjes integral comes in. It's a special formula that helps us calculate the area under the curve of a function based on some other function, called the "integrating function".

The integrating function is kind of like the wrapper on the candy bar. It tells us how much "stuff" there was to begin with (in this case, the length of the candy bar). Using the Riemann-Stieltjes integral formula, we can then figure out how much "stuff" we've eaten (i.e. the area under the curve of the function f(x)).

So, to sum it up, the Riemann-Stieltjes integral is a way to figure out how much "stuff" we have based on a function and an integrating function. It's kind of like counting toys, but for more complicated things like functions and areas under curves.