Analyse numériqueMathématiques et Informatique 6 (MRI)
Numerical Analysis
Séquencement
Learning objectives
The study of numerical diagrams for numerical resolution of the three large classes of partial derivative equations: elliptical, parabolic and hyperbolic. To enable the engineer student to write an algorithm to digitize a scientific problem, analyse the convergence of an algorithm and study the stability of a numerical schema for systems modelled by EDPs.
Prerequisites
| Module | Teaching unit | Semester |
|---|---|---|
| Project: Mathematics | Mathematics and Computer Science 5 | S5 |
| Mathematics 4.3 | PO STI 2 | S4 |
| Mathematics 1.1 | Basic Sciences 1 | S1 |
| Mathematics 1.2 | Basic Sciences 1 | S1 |
Differential calculation and linear algebra
Program
Iterative methods of resolution of linear systems, The numerical resolution methods of partial derivative equations, The method of finite differences; by discretizing differential operators: (used if the geometry of the definition field is simple: a right segment, or a rectangle), stability analysis for L2 standard using Fourier transform and stability for standard 1 The finite element method; by approximation of the solution: (allows to treat more complex geometric shapes).
Assessment
Final review, authorized course documents and TDs, not authorized calculator.
References
Sibony, Moses; Mardon, Jean Claude, "Digital analysis. 1, Linear and non-linear systems", Hermann. Jolivet, Luc; Labbas, Rabah, "Analysis and numerical analysis: reminder of courses and corrected exercises", Hermes science publ. Ciarlet, Philippe G., "Introduction to matrix numerical analysis and optimization", Masson.
Rappaz, Jacques; Picasso, Marco, "Introduction à l'analyse numérique", Presses polytechniques et universitaires romandes.
Skills
1| Ref. | Verb | Description | Level |
|---|---|---|---|
| C2_1 | analyze | satabilty | 1 |