integration
Change of Variables in Multiple Integrals
You should know: multiple integrals, jacobian matrix, double integrals in polar coordinates
Overview
Change of variables in multiple integrals generalizes u-substitution to R^n. The key formula: integral_R f(x,y) dA = integral_S f(x(u,v), y(u,v)) |J| du dv, where J = det(Jacobian) is the local area scaling factor. The most important cases are polar, cylindrical (dV = r dr dtheta dz), and spherical coordinates (dV = rho^2 sin phi drho dphi dtheta).
Intuition
In 1D, u-substitution: integral f(g(x))g'(x)dx = integral f(u)du. The g'(x) is the 'stretch factor.' In 2D, if you map (u,v) -> (x,y) via x=x(u,v), y=y(u,v), the Jacobian determinant J tells you how areas stretch. A tiny parallelogram in (u,v)-space maps to a parallelogram in (x,y)-space scaled by |J|. So dA_{xy} = |J| dA_{uv}.
Formal Definition
If G: D* -> D is a C^1 bijection with G(u,v)=(x(u,v),y(u,v)), then integral_D f(x,y) dA = integral_{D*} f(G(u,v)) |det J_G(u,v)| dA*. Polar: x=r cos t, y=r sin t, |J|=r. Cylindrical: x=r cos t, y=r sin t, z=z, |J|=r. Spherical: x=rho sin phi cos t, y=rho sin phi sin t, z=rho cos phi, |J|=rho^2 sin phi.
Notation
| Notation | Meaning |
|---|---|
| Absolute Jacobian determinant (area/volume scaling) | |
| Spherical coordinates: radial distance, polar angle, azimuthal angle |
Theorems
Worked Examples
- 1
Integrate over 0 <= rho <= R, 0 <= phi <= pi, 0 <= theta <= 2pi.
- 2
Integrate rho: [rho^3/3]_0^R = R^3/3.
- 3
Integrate phi: [-cos phi]_0^pi = 2. Integrate theta: 2pi.
✓ Answer
V = (4/3)*pi*R^3.
Practice Problems
Evaluate the integral of e^{-(x^2+y^2)} over all of R^2 using polar coordinates.
Common Mistakes
Forgetting the absolute value of the Jacobian.
Always use |det J| in the change-of-variables formula. For polar coordinates, |J| = r (which is >= 0 for r >= 0). For spherical, |J| = rho^2 sin(phi) >= 0 for 0 <= phi <= pi.
Quiz
Historical Background
The change-of-variables formula for multiple integrals was developed in the 18th and 19th centuries as integral calculus was extended to higher dimensions. The role of the Jacobian determinant was clarified by Jacobi himself. The formula is the multivariable generalization of the substitution rule, and its geometric meaning (Jacobian as volume scaling) makes it intuitive.
- 1841
Jacobi systematizes the change-of-variables formula with his functional determinants
Carl Gustav Jacob Jacobi
Summary
- Change of variables: integral_D f dA = integral_{D*} f(G)|det J_G| dA*.
- Polar: dA = r dr dtheta. Cylindrical: dV = r dr dtheta dz. Spherical: dV = rho^2 sin(phi) drho dphi dtheta.
- Choose coordinates to simplify the region of integration or the integrand.
References
- BookStewart, J. Multivariable Calculus. 8th ed. Brooks/Cole, 2015.
Mathematics