The Development of the Double Integral

Integrals over rectangles are almost the same as integrals over intervals, except that now we are looking at the quantity $f(x,y)$ per unit area instead of the quantity $f(x)$ per unit length.

The simplest examples of such quantities are the volumes that have the surface $f(x,y)$ as height.  Suppose that $R = [a,b] \times [c,d]$ is a rectangle in the $xy$-plane, where $x$ runs from $a$ to $b$ and $y$ runs from $c$ to $d$.  Let's figure out the volume of the solid over the rectangle $R$, between the $xy$-plane and the surface $z=f(x,y)$.


Break the interval $[a,b]$ into $m$ pieces, each of size $\Delta x = \frac{b-a}{m}$.   
Break the interval $[c,d]$ into $n$ pieces, each of size $\Delta y = \frac{d-c}{n}$.

This breaks $R$ into smaller rectangular boxes, which we call $R_{ij}$, where $i$ indicates the column and $j$ indicates the row. 
$R_{ij}$ has area $\Delta A =\Delta x\, \Delta y$

For each pair $i,j$, pick a sample point $\left(x_{ij}^*, y_{ij}^*\right)$ somewhere in $R_{ij}$.
 

(For an approximation, a logical choice for the sample point $\left(x_{ij},y_{ij}\right)$ is given by the midpoint rule: $x_{ij}^* = a + \left(i-\frac12\right)\,\Delta x, \qquad y_{ij}^* = c+\left(j-\frac12\right)\Delta y.$)
cnx.or
$xy$-plane    

Let the height of each tower over $R_{ij}$ be given by $f\left(x_{ij}^*,y_{ij}^*\right)$, i.e. by the height of the surface at our sample point over each rectangle.

Find the volume of each tower over each rectangle $R_{ij}$ as $f\left(x_{ij}^*,y_{ij}^*\right) \,\Delta A$.

Approximate the total volume by adding up all the tower volumes over all the $R_{ij}$, getting $$V\approx\displaystyle{\sum_{i=1}^m \sum_{j=1}^n f\left(x_{ij}^*, y_{ij}^*\right)\, \Delta A}.$$


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3-space, with the "floor" being the $xy$-plane





In this example, you can see both the rectangles $R_{ij}$ on the $xy$-plane, and above them the approximating columns, and the surface under which the volume is to be approximated.


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With functions of one variable, we take the limit of the approximations of area under a curve $f$ and get an integral:$$A=\int_a^b f(x)\,dx=\lim_{n\to\infty}\sum_{i=1}^n f(x_i)\Delta x.$$

Similarly, given our double sum approximating the volume, the limit of this sum is the definition of a (double) integral.

Definition:  If $f(x,y)$ is a continuous function of two variables and if $R = [a,b] \times [c,d]$ is a rectangle, then the double integral of $f$ over $R$ is $$\iint_R f(x,y)\, dA = \iint_R f(x,y)\, dx \,dy = \lim_{m \to \infty}\,\lim_{n\to\infty} \,\sum_{i=1}^m \sum_{j=1}^n f\left(x_{ij}, y_{ij}\right)\, \Delta A.$$ (When we take the limit, it doesn't matter which sample point we take, so we take the upper-right corner of the rectangle $R_{ij}$.)

In the following video, we develop the same definition with a slightly different problem, namely computing the total population of the (conveniently rectangular) state of Colorado.