Teaching directory
Course 2022-2023

Linear algebra II [SMATB240]

  • 3 credits
  • 22.5h+26.5h
  • 1st quarter
Language of instruction: French / Français

Objectives

This course consists in a first numerical approach of the Linear Algebra I course. Direct and iterative methods are introduced by means of handwritten algorithms and numerical implementations using Matlab software. Systems of linear equations, eigenvalues and singular values, linear least-squares problem and linear optimization are studied.

Table of contents

Chap 1: Systems of linear equations - Chap 2: Eigenvalues and singular values - Chap 3: Linear least-squares problem - Chap 4: Linear optimization.


Co-requisites

Algèbre et géométrie analytique [SMATB107] et Algèbre linéaire I [SMATB101]

Teaching methods

Ex cathedra course (22h30), Exercises (22h30) including an introduction to Matlab software and a group work.

Evaluations

Written exam (3h, 50% theory - 50% exercises, if one of the two marks is lower than 7/20 only this mark will be taken into account). Group work accounts for 20% of the final mark.

Recommended readings

Syllabus.

Reference books:

  • Carl D. Meyer, Matrix analysis and applied linear algebra, SIAM, 2000;
  • David C. Lay, Algèbre linéaire et applications, 4e édition, Pearson, 2012;
  • Igor Griva, Stephen G. Nash, Ariela Sofer, Linear and non linear optimization, SIAM, 2009.

 

Language of instruction

French / Français

Location for course

NAMUR

Organizer

Faculté des sciences
Rue de Bruxelles, 61
5000 NAMUR

Degree of Reference

Undergraduate Degree