M408M Learning Module Pages

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Chapter 10: Parametric Equations and Polar Coordinates

Chapter 12: Vectors and the Geometry of Space


Chapter 13: Vector Functions


Chapter 14: Partial Derivatives


Chapter 15: Multiple Integrals


Learning module LM 15.1: Multiple integrals

      Background
      What is a double integral?
      Volumes are double integrals

Learning module LM 15.2: Multiple integrals over rectangles:

Learning module LM 15.3: Double integrals over general regions:

Learning module LM 15.4: Double integrals in polar coordinates:

Learning module LM 15.5a: Multiple integrals in physics:

Learning module LM 15.5b: Integrals in probability and statistics:

Learning module LM 15.10: Change of variables:


What is a double integral?

What is a double integral?

Integrals over rectangles are almost the same as integrals over intervals, except that now our density f(x,y) is the amount of stuff per unit area instead of stuff per unit length. The simplest example of `stuff' is volume, in which case f(x,y) is height. So suppose that R=[a,b]×[c,d] is a rectangle, where x runs from a to b and y runs from c to d. Let's figure out the volume of the solid between the x-y plane and the surface z=f(x,y), and over the rectangle R.

  1. Break the interval [a,b] into m pieces, each of size Δx=(ba)/m.
  2. Break the interval [c,d] into n pieces, each of size Δy=(dc)/n.
  3. Together, this breaks R into nm smaller rectangular boxes, each of area ΔA=ΔxΔy. It breaks the solid into little towers of width Δx, depth Δy, and height f(x,y).
  4. Label the boxes with two indices i,j, where i says what column we're in and runs from 1 to m, while j says what row we're in and runs from 1 to n.
  5. For each pair i,j, pick a sample point (xij,yij) somewhere in the ij-th box.
  6. Approximate the volume of the tower over the ij-th box as f(xij,yij)ΔA.
  7. Approximate the total volume as mi=1nj=1f(xij,yij)ΔA.
  8. To get an exact answer, take a limit as n and m.

Investigate the interactive figure to the right. For each function, the integral of f(x,y)dA is the volume of the region under the surface z=f(x,y). The volume of each tower is f(xij,yij)ΔxΔy. By varying the size of Δx and Δy, and the choice of representative points (xij,yij), you can see how the sums approximate the integral.

As with functions of one variable, the limit of this sum is the definition of a (double) integral.
If f(x,y) is a continuous function of two variables and if R=[a,b]×[c,d] is a rectangle, then the double integral of f over R is Rf(x,y)dA=Rf(x,y)dxdy=limmlimnmi=1nj=1f(xij),yij)ΔA.
A convenient choice for the sample point (xij,yij) is given by the midpoint rule: xij=a+(i12)Δx, yij=c+(j12)Δy.


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.