# Matematica | MODELS FOR INFORMATION PROCESSING

## Matematica MODELS FOR INFORMATION PROCESSING

 0522200051 DIPARTIMENTO DI MATEMATICA EQF7 MATHEMATICS 2022/2023

 YEAR OF COURSE 2 YEAR OF DIDACTIC SYSTEM 2018 AUTUMN SEMESTER
SSD CFU HOURS ACTIVITY TYPE OF ACTIVITY INF/01 6 48 LESSONS SUPPLEMENTARY COMPULSORY SUBJECTS
 VIRGINIA GIORNO T
ExamDate
MODELLI PER IL TRATTAMENTO DELL'INFOMAZI12/06/2023 - 09:00
MODELLI PER IL TRATTAMENTO DELL'INFORMAZ03/07/2023 - 09:00
Objectives
THE MAIN OBJECTIVE IS TO PROVIDE METHODS TO FORMULATE AND TO ANALYZE MODELS OF DYNAMIC SYSTEMS
KNOWLEDGE AND UNDERSTANDING:
•METHODS TO FORMULATE MODELS
• ANALYSIS OF MODELS
•METHODOLOGIES TO INFERENCE

APPLYING KNOWLEDGE AND UNDERSTANDING:
•TO IDENTIFY APPROPRIATE STRATEGIES TO FORMULATE AND TO ANALYZE MODELS
Prerequisites
PROBABILITY ESSENTIALS
Contents
1. CONSTRUCTION AND ANALYSIS OF DETERMINISTIC AND STOCHASTIC MODELS OF DYNAMICS SYSTEMS OF INTEREST IN COMPUTER SCIENCE, BIOMATHEMATICS, CYBERNETIC.
2. DESCRIPTION OF METHODS TO OBTAIN CLOSED-FORM RESULTS AND ANALYSIS OF PROCEDURE AD-HOC TO ANALYZE THE STATISTICAL PROPRIETIES OF THE CONSIDERED MODELS.
3. IDENTIFICATION OF APPROPRIATE METHODS OF INFERENCE FOR STOCHASTIC MODELS
Teaching Methods
THE TEACHING METHOD INCLUDES THEORETICAL LESSONS INTEGRATED BY EXERCISES AND PROBLEMS, ALL RELATED TO FORMULATE MODELS OF DYNAMIC SYSTEMS THE CLASS ATTENDANCE IS STRONGLY RECOMMENDED.
Verification of learning
THE EXAM CONSISTS OF AN ORAL TEST. THE VOTE WILL DEPEND ON THE KNOWLEDGE AND ON THE ABILITY TO APPLY THE METHODS TO SOLVE CONCRETE PROBLEMS.
Texts
- F. FABRISTEORIA DELL’INFORMAZIONE, CODICI, CIFRARI. BOLLATI BORINGHIERI.
- S.M. ROSS INTRODUCTION TO PROBABILITY MODELS ACADEMIC PRESS
- APPUNTI DELLE LEZIONI