Learning goals
From UBCMATH WIKI
Contents |
Midterm 1
General knowledge of differential equations
- Classify equations by linearity, order, ordinary/partial, non/homogeneous.
- Definitions: solution, general solution, particular solution.
- Verify that a given function is a solution to a given ODE.
- Determine arbitrary constants using ICs.
First order equations
- Determine correct integrating factor and solve equation.
- Plot integral curves of an ODE (whole family of functions parametrized by an arbitrary constant).
- Determine how many possibilities are there for $\lim_{t\to\infty} x(t)$ for different ICs, including parameter dependence.
- Solve separable equations. Implicit form - pick the correct branch for given IC.
- Modeling:
- Given a word description, write down ODE(s), e.g. non-homogeneous Newton's Law of Cooling,
- Given a word description, write down ODE(s), where description is, for example, of inflow/outflow to/from one-tank or unidirectional two-tank problems, possibly with time dependent inflow and/or total volume,
Second order equations
- Determine independence of functions using the Wronskian.
- Determine dependence of functions by finding a linear combination that sums to zero.
- Work with complex numbers and Euler's equation.
- Solve second order equations - solve characteristic equation and translate into general solution: distinct real roots, repeated real root, complex roots.
- Given form of ODE and the general solution, determine the details of the ODE.
- Use reduction of order to find a second solution when a first solution is given.
- Recognize the structure of solutions - where is homogeneous part + nonhomogeneous part reflected in solutions?
- Method of undetermined coefficients (MUC). ODEs with any RHS that has a finite family (or, by the end of term, Fourier series) and cases in which RHS (or member of its family) solves the homogeneous equation.
- Determine correct form of $y_p$ for MUC (or work backwards to figure out unspecified RHS from given general solution).
- Determine unknown coefficients in proposed $y_p$ as per MUC.
Midterm 2
Mass-spring systems
- Rewriting a sum of sin and cos as a single phase-shifted cos (or sin).
- Write down ODE given mass-spring physical parameters (mass, damping coefficient, spring constant, forcing function).
- Determine over/under/critical damping and how parameters influence this classification.
- Vibrations / forced mass-spring systems.
- No damping - beats, resonance, response amplitude plot.
- With damping - practical resonance, response amplitude plot.
Systems of ODEs
- Finding eigenvalues, eigenvectors and generalized eigenvectors.
- Writing down the general solution to systems with (i) real distinct eigenvalues, (ii) repeated real eigenvalues with a complete set of eigenvectors, (iii) repeated real eigenvalues without a complete set of eigenvectors (i.e. a defective matrix), (iv) complex eigenvalues.
- Find steady states (constant solutions).
- Classify steady states using trace/det plane, parametric curves in the trace/det plane, identify crossings (changes in classification at specific parameter values). Note: there are no problems of precisely this type in webwork; look at the midterms posted on the Handouts page.
- Relate vector field to system of equations, vector field to solution.
- Two-tank problems, including non-homogeneous term (constant vector case only).
Laplace transforms for solving second order equations
- Laplace transforms (calculating them from the definition)
- Using partial fraction decomposition for Laplace inversion.
- Completing the square for Laplace inversion.
- Writing piecewise linear functions in terms of Heaviside-type functions ($u_c(t)$).
- Solving IVPs involving various forcing functions (exp, trig, polynomial, piecewise) using the Laplace transform approach.
- Delta function properties.
Post-midterm 2
Laplace transforms for solving second order equations
- Modelling with the delta function.
- Solving IVPs with delta function RHS.
- Transfer functions, impulse response and convolution.
Fourier series
- Calculating FS.
- Using FS to solve second order ODEs with periodic forcing (Method of Undetermined Coefficients)
- FS for even and odd functions.
- FS convergence (for what values of x does the FS $\rightarrow f(x)$)
Heat / Diffusion equation
- Flux $J_a$, conservation of mass.
- Steady state solutions.
- Using Fourier series to solve the Heat/Diffusion equation.
- Homogeneous Dirichlet BCs (zero concentration).
- Homogeneous Neumann (no flux).
- Non-homogeneous Dirichlet BCs (fixed concentration).
- Non-homogeneous Neumann (fixed flux).