Optimisation non linéaireSciences de l'Ingénieur 7 (MRI)
Nonlinear Optimization
Teaching unit Engineering Sciences 7 · M07T_SIN3
9ECTS (EU)
2Coefficient
21:20Hours
Séquencement
Learning objectives
Mastering non-linear optimization algorithms and application to machine learning
Prerequisites
| Module | Teaching unit | Semester |
|---|---|---|
| Project: Mathematics | Mathematics and Computer Science 5 | S5 |
Differential calculation and linear algebra
Program
Problem without constraint and with constraint Gradient method, Newton method, ... Lagrange multiplier method, SVM Application and Neural Network?
Assessment
Final review, authorized course documents and TDs, not authorized calculator.
Skills
1| Ref. | Verb | Description | Level |
|---|---|---|---|
| C3_2 | design | algorithm | 3 |