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First-Order Differential Equations | |
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Dynamical Systems: Modeling | |
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Solutions and Direction Fields: Qualitative Analysis | |
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Separation of Variables: Quantitative Analysis | |
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Approximation Methods: Numerical Analysis | |
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Picards Theorem: Theoretical Analysis | |
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Linearity and Nonlinearity | |
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Linear Equations: The Nature of Their Solutions | |
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Solving the First-Order Linear Differential Equation | |
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Growth and Decay Phenomena | |
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Linear Models: Mixing and Cooling | |
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Nonlinear Models: Logistic Equation | |
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Systems of Differential Equations: A First Look | |
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Linear Algebra | |
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Matrices: Sums and Products | |
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Systems of Linear Equations | |
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The Inverse of a Matrix | |
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Determinants and Cramers Rule | |
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Vector Spaces and Subspaces | |
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Basis and Dimension | |
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Higher-Order Linear Differential Equations | |
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The Harmonic Oscillator | |
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Real Characteristic Roots | |
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Complex Characteristic Roots | |
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Undetermined Coefficients | |
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Variation of Parameters | |
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Forced Oscillations | |
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Conservation and Conversion | |
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Linear Transformations | |
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Linear Transformations | |
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Properties of Linear Transformations | |
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Eigenvalues and Eigenvectors | |
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Coordinates and Diagonalization | |
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Linear Systems of Differential Equations | |
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Theory of Linear DE Systems | |
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Linear Systems with Real Eigenvalues | |
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Linear Systems with Nonreal Eigenvalues | |
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Stability and Linear Classification | |
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Decoupling a Linear DE System | |
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Matrix Exponential | |
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Nonhomogeneous Linear Systems | |
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Nonlinear Systems of Differential Equations | |
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Nonlinear Systems | |
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Linearization | |
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Numerical Solutions | |
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Chaos, Strange Attractors, and Period Doubling | |
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Chaos in Forced Nonlinear Systems | |
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Laplace Transforms | |
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The Laplace Transform and Its Inverse | |
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Solving DEs and IVPs with Laplace Transforms | |
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The Step Function and the Delta Function | |
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The Convolution Integral and the Transfer Function | |
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Laplace Transform Solution of Linear Systems | |
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Discrete Dynamical Systems | |
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Iterative Equations | |
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Linear Iterative Systems | |
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Nonlinear Iterative Equations: Chaos Again | |
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Control Theory | |
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Feedback Controls | |
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Introduction to Optimal Control | |
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Pontryagin Maximum Principle | |