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The complex exponential function REVIEW. Hyperbolic functions.

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Presentation on theme: "The complex exponential function REVIEW. Hyperbolic functions."— Presentation transcript:

1 The complex exponential function REVIEW

2 Hyperbolic functions

3 Newton’s 2 nd Law for Small Oscillations =0 ~0

4 Differential eigenvalue problems

5 Partial derivatives Increment: x part y part

6 Total derivatives x part y part t part

7 The material derivative: derivative “following the motion” x part y part t part u v

8 Multivariate Calculus 2: partial integration separation of variables Fourier methods

9 Partial differential equations Algebraic equation: involves functions; solutions are numbers. Ordinary differential equation (ODE): involves total derivatives; solutions are univariate functions. Partial differential equation (PDE): involves partial derivatives; solutions are multivariate functions.

10 Notation

11 Classification

12 Order =order of highest derivative with respect to any variable.

13 Partial integration Instead of constant, add function of other variable(s)

14 Partial integration

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18 Solution by separation of variables Try to reduce PDE to two (or more) ODEs.

19 Is it possible for functions of two different variables to be equal?

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22 The Plan

23 Example 1

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27 Thermal diffusion in a 1D bar Boundary conditions: Initial condition:

28 Applications Diffusion of: Heat Salt Chemicals, e.g. O 2, CO 2, pollutants Critters, e.g. phytoplankton Diseases Galactic civilizations Money (negative diffusion)

29 Thermal diffusion in a 1D bar Boundary conditions: Initial condition:

30 Solution by separation of variables

31 First try

32 Second try

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34 Characteristics of time dependence: T  0 as t  ∞, i.e. temperature equalizes to the temperature of the endpoints. Higher  (diffusivity) leads to faster diffusion. Higher n (faster spatial variation) leads to faster diffusion.

35 In fact: Time scale is proportional to (length scale) 2.

36 In fact: E.G. Water 1/2 as deep takes 1/4 as long to boil!

37 Sharp gradients diffuse rapidly.  This observation is surprising.

38 Now what about the initial condition? Boundary conditions: Initial condition: ?

39 ?

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43 Fourier’s Theorem

44 To find the constants:

45 Problem solved Boundary conditions: Initial condition:

46 Homework clarification 3.3 partial integration 3.4 separation of variables 3.5 Fourier series solution for guitar string 1. Solve for a single Fourier mode Separate Choose sign of separation constant Satisfy boundary conditions and initial condition h t =0 Write down the general solution satisfying h(x,0)=h 0 (x), but don’t derive the coefficients for the Fourier series. 2. Interpret Time dependence: exponential or …? Describe in physical terms. 3. Time scale Is the time scale for a mode proportional to the length scale squared? If not, what?

47 Isocontours


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