Numerical Analysis
Undergraduate course teaching assistant, École Polytechnique Fédérale de Lausanne, Electrical and Electronics Engineering, 2024
The students learned key numerical techniques for solving standard mathematical problems in science and engineering. The underlying mathematical theory and properties were discussed.
Contents
- Properties and issues with numerical computation
- Finding roots and fixed points
- Polynomial interpolation
- Solving linear and non-linear equations
- Gradient-based methods for solving linear and eigenproblems
- Numerical integration and differentiation
- Basic numerical techniques for solving differential equations