TrainingsMasterMathématiques et applicationsCoursesOptimization and numerical calculus

Master Mathématiques et applicationsUE Optimization and numerical calculus

Content

The purpose of this course is to investigate the fundamental notions in the optimization theory with or without constraints. The theory will be illustrated in the case of regression problems. The outline of the course is the following :

  • The classical results on optimization problems with or without constraints
  • Application to the problems of approximation
  • Examples of nonlinear regression

Language used

Main language used by this course: Anglais.

Structure and organisation

Lectures will provide a summary of basic concepts, which will be applied in practicals and personal homeworks.

Volume of teachings

  • Lectures: 6 hours
  • Tutorials: 6 hours
  • Pratical works: 6 hours

The trainings which use this course