Introduction to Partial Differential Equations
- What are PDE's
- PDE's are Differential equations where the unknown function depends on more than one variable
- examples
- ut = uxx (heat equation in one dimension)
- ut = uxx + uyy (heat equation in two dimensions)
- urr + 1/r ur + 1/r2 u θθ (Laplace's Equation in Polar Coordinates)
- Why are PDE's Useful?
- relate space and time
- used to describe laws of physics
- Solving Partial Differential Equations
- Separation of Variables
- Integral Transforms
- Change of Coordinates
- Transformation of the Dependent Variable
- Numerical Methods
- Perturbation Methods
- Impulse Response
- Integral Equations
- Calculus of Varaiations
- 6 basic classifications of PDEs
- order of equation
- ut = uxx (second order)
- Number of variables
- ut = uxx (two variables: x and t)
- Linearity
- Linear equations are when all the dependent variables u and its derivates are not multiplied against one another or squared
- A uxx +B uxy +C uyy +D ux +E uy +F u = G
- Where A,B,C,D,E,F,G are constants or given functions of x and y
- Homogeneity
- equations are homogeneous if G is 0 for all x and y, if it is nonzero it is non-homogeneous
- Kinds of Coefficients
- constant coefficients versus variable coefficients
- Three basic types of linear equations
- parabolic
- describes heat flow and diffusion
- satsify B2 - 4AC = 0
- hyperbolic
- describe vibrating systems
- B2 - 4AC > 0
- elliptic
- steady state phenomena
- B2 - 4AC < 0
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