Politecnico di Torino
Politecnico di Torino
Politecnico di Torino
Academic Year 2009/10
Numerical methods
1st degree and Bachelor-level of the Bologna process in Electronic And Computer Engineering - Vercelli
Teacher Status SSD Les Ex Lab Tut Years teaching
Semplice Matteo       30 20 0 0 1
SSD CFU Activities Area context
MAT/08 5 A - Di base Matematica, informatica e statistica
Objectives of the course
The aim of the course is to provide a basic knowledge of the main numerical computing techniques, with particular emphasis on a competent use of existing algorithms.
Expected skills
The student is expected to be able to learn how to use commercial software to solve basic computing problems, writing simple codes and providing a critical assessment of the quality of the results obtained.
Calculus 1 and 2, Linear Algebra.
1. Computer arithmetic
2. Condition number of a problem
3. Linear algebraic systems of equations
1. Direct methods
2. Iterative methods for large sparse systems
4. Computing Eigenvalues
5. Approximation of data and functions
6. Quadrature
7. Solving non linear systems of equations
8. Integration of ordinary differential equations
Laboratories and/or exercises
The Lab session will concentrate on a comparative study of the algorithms presented in class, illustrating their performance and weaknesses on several test cases.
Main text
Numerical mathematics, A. Quarteroni, R. Sacco, F. Saleri, Springer 2006.
Matlab reference
Matlab Guide, J. Higham, N. Higham, SIAM 2005.
Revisions / Exam
Oral exam, based on a discussion of the algorithms studied in class, and of the results of a project, assigned during the current academic year.

Programma definitivo per l'A.A.2009/10

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