Week 10: Review week
Core Topics
- Review of the practice problems for post-midterm material
- Comprehensive review
Some Practice Problems for the post-midterm material [Ch. 6, 7]
Week 9: Read Sections 6.1, 6.2, 6.3, 6.4, 6.5, 6.6
Core Topics
- Laplace transform: its definition, examples of Laplace transforms of elementary functions (constant, monomial, exponential, cos and sin, cosh and sinh) and their domains, inverse Laplace transform [Ch. 6.1]
- Basic properties of Laplace transform: linearity, $t$-domain scaling, $s$-domain derivative, $s$-domain integral, $t$-domain derivative, $t$-domain integral and convolution, $s$-domain shift
- Using Laplace transform to solve IVPs: partial fraction expansion [Ch. 6.2]
- Step (Heaviside) and impulse (Dirac Delta) functions [Ch. 6.3, 6.5]
- Solving IVPs with discontinuous forcing [Ch. 6.4]
- Convolution integrals: integro-DEs [Ch. 6.6]
- Solving matrix-vector IVPs using Laplace transform
Week 8: Read Sections 7.8, 7.7, 7.9
Core Topics
- Some details on the general solution for matrix-vector linear homogeneous ODE with constant coefficients with repeated real eigenvalues [Ch. 7.8]
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Fundamental matrix and state transition matrix [Ch. 7.7]
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State transition matrix for the constant coefficient matrix-vector ODE: the matrix exponential
- State transition matrix for non-constant coefficient matrix-vector ODE: some solvable cases
- Solving non-homogeneous matrix-vector ODE [Ch. 7.9]
Week 7: Read Sections 7.5, 7.6, 7.8
Core Topics
Calculation details for the general solution of an example 4 x 4 system
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Solving matrix-vector linear homogeneous ODE with constant coefficients: all eigenvalues are real and unequal [Ch. 7.5]
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Solving matrix-vector linear homogeneous ODE with constant coefficients: some eigenvalues are complex conjugates [Ch. 7.6]
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Solving matrix-vector linear homogeneous ODE with constant coefficients: some eigenvalues are real equal [Ch. 7.8]
Week 6: Read Sections 7.1, 7.4, 7.5
Lecture notes for Mon-May 07
Core Topics
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How to re-write an $n$-th order ODE as a system of $n$ first order ODEs [Section 7.1]
- Re-writing an $n$-th order linear ODE as a system of $n$ first order linear ODEs, or equivalently as a single $n$-th order matrix-vector ODE [Section 7.4]
- Theorems 7.4.1 (superposition principle), 7.4.2 (fundamental solution, general solution and Wronksian), 7.4.3 (Wronskian either always zero or always non-zero), 7.4.4 (at least one fundamental set), and 7.4.5 (real and complex part)
- Homogeneous linear ODE with real constant coefficients: $\mathbf{x}^{\prime} = \mathbf{A}\mathbf{x}$, its equilibrium solution and general solution
Week 5: Read Sections 3.6, 4.1, 4.2
Core Topics
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How to solve 2nd order linear non-homogeneous ODEs: method of variation of parameters [Section 3.6]
- Higher order linear ODE: general form, existence and uniqueness, Wronksian [Section 4.1]
- Higher order linear homogeneous ODE with constant coefficients: solution method [Section 4.2]
- Review for Mid-term [some practice problems]
Week 4: Read Sections 3.3, 3.4, 3.5
Core Topics
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How to solve 2nd order linear homogeneous constant coefficient ODEs: the case of complex conjugate roots [Section 3.3]
- How to solve 2nd order linear homogeneous constant coefficient ODEs: the case of real equal roots [Section 3.4]
- Relations between the solution of 2nd order linear non-homogeneous ODE and that of its homogeneous counterpart: Theorems 3.5.1 and 3.5.2
- How to solve 2nd order linear non-homogeneous ODEs: method of undetermined coefficients [Section 3.5]
Week 3: Read Sections 2.6, 3.1, 3.2
Core Topics
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How to solve exact ODEs (can solve some 1st order nonlinear ODEs) [Section 2.6]
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Classification of 2nd order linear ODEs: homogeneous and non-homogeneous, further classification of homogeneous: constant coefficient and non-constant coefficient
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How to solve 2nd order linear homogeneous constant coefficient ODEs: the case of real unequal roots [Section 3.1]
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Existence and uniqueness of 2nd order linear ODEs [Section 3.2]
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Theorems 3.2.1, 3.2.2, 3.2.3, 3.2.4, 3.2.5, 3.2.6, 3.2.7 and examples
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Concept of Wronskian
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General solution and fundamental solution
Week 2: Read Sections 2.1, 2.2, 2.4, 2.6
Core Topics
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Method of integrating factors (can solve all 1st order linear ODEs)
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Definition of separable ODEs
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How to solve separable ODEs (can solve some 1st order nonlinear ODEs)
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Theorem 2.4.1 on the existence and uniqueness of solutions to IVP of 1st order linear ODEs
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Theorem 2.4.2 on the existence and uniqueness of solutions to IVP of 1st order nonlinear ODEs
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Definition of 1st order exact ODEs
Week 1: Read Chapter 1 and Section 2.1 (Method of Integrating Factors)
Core Topics
- Definitions of differential equations, initial condition, initial value problem, and general solution
- How to verify a given function is a solution to a deferential equation
- How to classify differential equations (ODE/PDE, order, linear/nonlinear, time varying/time invariant)
- The general form of linear differential equations
- How to solve first order, linear, time invariant ODEs
- How to solve first order, linear, time varying ODEs using integrating factors