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Prologue | |
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Goals | |
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A modeling example | |
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Differential equations and solutions | |
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Models from Conservation Laws | |
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Simple population growth | |
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Emigration and competition | |
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Heat flow | |
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Multiple species | |
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Numerical and Graphical Tools | |
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Numerical methods | |
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Graphs, direction fields, and phase lines | |
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Steady states, stability, and local linearization | |
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Analytic Tools for One Dimension | |
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Basic definitions | |
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Separation of variables | |
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Characteristic equations | |
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Undetermined coefficients | |
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Variation of parameters | |
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Existence and uniqueness | |
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Two-Dimensional Models: Oscillating Systems. Overviewpopulations, position, and velocity | |
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Spring-mass systems | |
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Pendulum | |
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RLC circuits | |
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Analytic Tools for Two Dimensions: Basic definitions | |
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The Wronskian and linear independence | |
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Characteristic equations: real roots | |
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Characteristic equations: complex roots | |
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Unforced spring-mass systems | |
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Undetermined coefficients | |
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Forced spring-mass systems | |
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Linear vs. nonlinear | |
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Graphical Tools for Two Dimensions | |
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Back to the phase plane | |
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More phase plane: nullclines, steady states, stability | |
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Limit cycles | |
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Analytic Tools for Higher Dimensions: Systems | |
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Motivation and review | |
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Basic definitions | |
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Homogeneous systems | |
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Connections with the phase plane | |
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Nonhomogeneous systems: undetermined coefficients | |
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Diffusion Models and Boundary-Value Problems | |
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Diffusion models | |
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Boundary-value problems | |
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Buckling | |
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Time-dependent diffusion | |
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Fourier methods. Numerical tools: time-dependent diffusion | |
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Finite difference approximations to steady states | |
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Laplace Transform | |
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The transform idea: jumps and filters | |
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Inverse transforms. Other properties of Laplace transforms | |
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Ramps and jumps | |
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The unit impulse function | |
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Control applications | |
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More Analytic Tools for Two Dimensions | |
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Variation of parameters for systems | |
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Variation of parameters for second-order equations | |
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Reduction of order. Cauchy-Euler equations | |
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Power series methods | |
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Regular singular points | |
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Solution method summary | |
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Appendicies | |
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Bibliography | |
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Solutions to Selected Exercises | |
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Index | |
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Matlab tutorial | |
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Calculus review | |