CODE 90607 ACADEMIC YEAR 2020/2021 CREDITS 5 cfu anno 1 INGEGNERIA ELETTRONICA 8732 (LM-29) - GENOVA SCIENTIFIC DISCIPLINARY SECTOR ING-IND/31 LANGUAGE Italian (English on demand) TEACHING LOCATION GENOVA SEMESTER 1° Semester MODULES Questo insegnamento è un modulo di: APPLIED MATHEMATICAL MOD. AND AUTOMATIC CONTROL TEACHING MATERIALS AULAWEB 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. AIMS AND LEARNING OUTCOMES At the end of the course the student will know the numerical methods for approximation, differentiation and integration of functions, the solution of ordinary differential equations systems, the singular values decomposition of matrices. He/she will also know the variational methods and their application to modeling. TEACHING METHODS Lectures (50 hours) SYLLABUS/CONTENT Approximation of functions in a normed space Numerical differentiation and integration Numerical methods for solving ordinary differential equations Systems of linear algebraic equations: compatibility, least-squares solutions Singular value decomposition of a matrix (SVD) and applications 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 ALBERTO OLIVERI Ricevimento: Office: DITEN, Via Opera Pia 11A, second floor; phone: 0103352691 email:alberto.oliveri_at_unige.it Receiving upon demand by email. MAURO PARODI Ricevimento: Office: DITEN, Via Opera Pia 11A, second floor; phone: 0103532758 email:mauro.parodi_at_unige.it Receiving upon demand by email. Exam Board GIORGIO CANNATA (President) MAURO PARODI (President) ALBERTO OLIVERI LUCA ONETO MARCO STORACE LESSONS LESSONS START Regular (see calendar at http://www.ingegneria.unige.it/index.php/orario-e-calendario-delle-lezioni) Class schedule The timetable for this course is available here: Portale EasyAcademy EXAMS EXAM DESCRIPTION The exam is divided in two parts; each of them is referred to a half of the program. Each part consists in the explanation of one topic chosen by the student and one topic chosen by the teacher. ASSESSMENT METHODS The exam will allow assessing the true comprehension of the topics explained during the lessons and the ability of the student to explain a topic in a precise and concise manner. Exam schedule Data appello Orario Luogo Degree type Note 18/02/2021 10:00 GENOVA Esame su appuntamento 17/09/2021 10:00 GENOVA Esame su appuntamento
