MAT236H5F, University of Toronto, Mississauga. Instructor: Ke Zhang.
Let $$ R = \{(x, y) : a \le x \le b, \, c \le y \le d\} =: [a, b] \times [c, d] $$ and $f = f(x, y): R \to \mathbb{R}$, the double integral of $f$ over $R$ is the signed volume between the graph of $f$ and the rectangle $R$ in the $xy$ plane. Again it's helpful to think of $f(x)$ as a weight on $R$ since we will run out of dimensions when it comes to triple integral.
Given integers $m, n$, set:
Definition. We say that $f(x,y)$ is integrable over $R$ if the following limit exists $$ \lim_{m, n \to \infty} \sum_{i = 1}^n \sum_{j = 1}^m f(x_{ij}^*, y_{ij}^*) \Delta A, $$ where $\Delta A = (\Delta x)(\Delta y)$. Denote it $\iint_R f(x, y) dA$.
Theorem. Suppose $f(x,y)$ is continuous over $R = [a, b] \times [c, d]$, then $f$ is integrable over $R$.
Similar to the single variable case, one can show that as $n, m \to \infty$, the limit of the Riemann sums is independent of the choice of the sample points. To this send, define:
Similarly to the single variable case, one can prove that the difference of the upper sums and the lower sums converges to $0$ as $n, m \to \infty$.
Proposition Suppose $f(x, y)$ is continous on $[a, b] \times [c, d]$, then $$ \lim_{n, m \to \infty} \left( \sum_{i = 1}^n \sum_{j = 1}^m M_{ij}(\Delta x)(\Delta y) - \sum_{i = 1}^n \sum_{j = 1}^m m_{ij}(\Delta x)(\Delta y) \right) = 0. $$
The idea of the proof is the following:
Visually, this means the difference between the upper and lower sums is represented by the difference between the volumes, which converges to $0$ as seen in the picture.