Weeks | Topics |
1 |
Introduction and Motivation, MATLAB-Introduction
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2 |
Linear Algebra (basic concepts, matrix calculations, linear independence, Gauss elimination, matrix inverse)
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3 |
Ill-conditioned matrices, MATLAB-Program control and matrix calculations
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4 |
Least-squares problems, eigenvalue problems, diagonalization, MATLAB-Linear algebraic systems
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5 |
Nonlinear algebraic systems (iterative methods: fixed-point method, Newton-Raphson method), MATLAB: Nonlinear algebraic systems
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6 |
Ordinary Differential Equation (ODE) models
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7 |
ODE systems
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8 |
Linear and nonlinear ODE system stability
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9 |
Numerical differentiation and integration
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10 |
Numerical solution of an ODE
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11 |
Numerical solution of ODE systems, MATLAB-Nonlinear ODEs
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12 |
Boundary value ODEs, MATLAB-Linear ODEs
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13 |
Partial Differential Equation (PDE) models
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14 |
PDE models
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