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Optimisation non linéaireSciences de l'Ingénieur 7 (MRI)

FISA MRI Semester 7 Common Core Machine translation

Nonlinear Optimization

Teaching unit Engineering Sciences 7 · M07T_SIN3
9ECTS (EU)
2Coefficient
21:20Hours

Séquencement

C TD C TD C TD C TD C TD C TD C TD C TD

Learning objectives

Mastering non-linear optimization algorithms and application to machine learning

Prerequisites

ModuleTeaching unitSemester
Project: MathematicsMathematics and Computer Science 5S5

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.VerbDescriptionLevel
C3_2designalgorithm3