Let y= f(x) be continuous function such that f(x)\ge 0 for all a\le x. Define F(x) to be the area under the graph from a to x. Then F(x+\Deltax) is the area under the graph from a to x+ \Deltax. F(x+ \Deltax)- F(x) is the area under the graph from x to x+ \Deltax. Because f is continuous (this is the "deep" part!), there exist some x', x\le x'\le x+ \Delta x, such that f(x')\Delta x is equal to that area. That is, F(x+ \Delta x)- F(x)= f(x')\Delta x so that
\frac{F(x+ \Delta x)- F(x)}{\Delta x}= f(x')
Now, x' is always between x and x+ \Delta x so if we take the limit as \Deltax goes to 0, f(x') goes to f(x). That is:
\lim_{\Delta x\to 0}\frac{F(x+ \Delta x)- F(x)}{\Delta x}=\frac{dF}{dx}= f(x)
That is, the area really is given by an anti-derivative. The interesting thing is that to do this- and so be able to calculate the are of some very complicated sets- we don't have to give a very detailed definition of "area". All that is needed about area is
1) The area of a set is a non-negative number
2) If sets A and B are disjoint (except possibe on their boundaries) the area of A U B is the area of A plus the area of B
3) The area of a rectangle is "height times width".