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APPLIED MATHEMATICAL MODELLING

CODE 90607
ACADEMIC YEAR 2017/2018
CREDITS 5 credits during the 1st year of 8732 Electronic Engineering (LM-29) GENOVA
SCIENTIFIC DISCIPLINARY SECTOR ING-IND/31
LANGUAGE Italian (English on demand)
TEACHING LOCATION GENOVA (Electronic Engineering)
SEMESTER 1° Semester
MODULES This unit is a module of:

AIMS AND CONTENT

LEARNING OUTCOMES

A complex of knowledge which allows to employ the main mathematical tools for numerical calculation, the treatment and the analysis of the experimental data, the interpretation and the formulation of models in the mathematical-physical key.

TEACHING METHODS

Lectures (50 hours)  

SYLLABUS/CONTENT

  1. Approximation of functions in a normed space
  2. Numerical differentiation and integration
  3. Numerical methods for solving ordinary differential equations
  4. Systems of linear algebraic equations: compatibility, least-squares solutions
  5. Singular value decomposition of a matrix (SVD) and applications
  6. Variational calculus and applications

       7. Support vector machines for classification and regression

RECOMMENDED READING/BIBLIOGRAPHY

-) Material provided by the lecturer (main reference textbook, in Italian)

-) Mauro Parodi: “Metodi matematici per l’ingegneria” Levrotto&Bella ed., Torino, 2013

 

TEACHERS AND EXAM BOARD

Exam Board

GIORGIO CANNATA (President)

MAURO PARODI (President)

ALBERTO OLIVERI

LUCA ONETO

MARCO STORACE

LESSONS

TEACHING METHODS

Lectures (50 hours)  

Class schedule

All class schedules are posted on the EasyAcademy portal.

EXAMS

EXAM DESCRIPTION

Oral examination

Exam schedule

Date Time Location Type Notes
12/01/2018 09:00 GENOVA Esame su appuntamento sola registrazione
06/02/2018 08:00 GENOVA Orale Aula B4
06/06/2018 08:00 GENOVA Orale Aula B4
12/07/2018 08:00 GENOVA Orale Aula B4
04/09/2018 08:00 GENOVA Orale Aula B4