OBJECTIVES: SYLLABUS: Introduce the main methods Introduction to operational research and algorithms for operational Linear programming (Simplex algorithm) research to solve most common Integer programming by tree−searches optimisation problems. Dynamic programming Heuristic methods Simulated annealing, Taboo method Distributed optimisation Genetic algorithms Ant colony optimization Swarm intelligence Game theory
BD40 C 30
TD 28
Information Systems TP 14
THE 48
OBJECTIVES: Study methods and tools for information system design. Develop project with RDMS MS/Access
*ILC *I2RV *LEIM *R&T
AUTUMN SPRING
6 CREDITS
SYLLABUS: Application management with formulae, Information system design methodology Software design: methodology and tools drop−down lists, menus and macros Application development with visual Communication modelling basic Conceptual and organisational signal treatment modelling Conceptual data modelling Logic data modelling: relational databases Implementation of network databases Requests
29/10/2010
2/6
IA41 C 30
TD 28
Artificial Intelligence: Fundamentals and Languages TP 14
THE 48
OBJECTIVES: Introducing artificial intelligence by considering the main concepts and software tools used.
IN41 C 30
TD 28
C 24
TD 28
6 CREDITS
SYLLABUS: Introduction to artificial intelligence Game theory and graph search Knowledge representation strategies Inference engines and knowledge−based systems Introduction to lambda calculus Introduction to formal systems and logic Declaration programming with PROLOG Functional programming with LISP Search planning and strategies in graphs
Signal Treatment and Analysis TP 18
THE 44
OBJECTIVES: Acquire fundamental skills to analyse and interpret analogue and digital signals.
IN42
*ILC *I2RV *LEIM *R&T
AUTUMN
*ILC *I2RV *LEIM *R&T
SPRING
6 CREDITS
SYLLABUS: Analogue signal revision Frequency representation Analogue filtering Signal digitisation Digital filtering Random signals
Introduction to Multimedia TP 21
THE 47
OBJECTIVES: Introduce characteristics and content of new multimedia content. Master design tools. Carry out a clearly defined teaching project on a CD−ROM or as a website.
*ILC *I2RV *LEIM *R&T
SPRING
6 CREDITS
SYLLABUS: Basic design principals for multimedia teaching content Multimedia content interface quality criteria Tools and techniques for multimedia design (Flash and graphic tools) Text: automatic indexing Image: digital colour imaging Data compression Sound, video: coding and formats Educational multimedia project requirement specification
29/10/2010
Multimedia internet technology: XML, XHTML Strict and CSS 2, Content Management Systems
3/6
LO41 C 24
TD 28
Operating System Architecture and Utilisation TP 21
THE 47
OBJECTIVES: Introduce the main concepts for operating systems: system components, standard tools and mechanisms for synchronisation, communication, scheduling and resource management.
LO43 C 24
TD 28
TP 21
MT44 TD 28
6 CREDITS
*ILC *I2RV *LEIM *R&T Prerequisites LO22, LO44
SYLLABUS: Concept introductions File management systems Memory management Inputs/outputs Process synchronisation Resource−sharing management Inter−process communication Scheduling and deadlocking Micro nodes Recent systems
Object−Oriented Programming Fundamentals THE 47
OBJECTIVES: Introduce the main concepts of object−oriented programming and consider typical programming languages used for this purpose.
C 30
AUTUMN SPRING
AUTUMN SPRING
6 CREDITS
*ILC *I2RV *LEIM *R&T Prerequisites LO21, LO44
SYLLABUS: Main concepts in object−oriented programming languages Introduction of two typical object−oriented programming languages Introduction of object−oriented graphic development environments Object−based design and analysis methods
Numerical Analysis and Splines TP 14
THE 48
OBJECTIVES: Acquire basic numerical skills to see their importance in computer science Introduction to and use of spline concepts Practicals
*ILC *I2RV *LEIM *R&T
SPRING
6 CREDITS
SYLLABUS: Error and error transmission Polynomial interpolation Numerical integration: classic and Gaussian methods Non−linear equation solving B−spline functions Plan−view B−spline curves: Bézier case study Surface representation: B−spline tensor products
29/10/2010
4/6
Glossary of Online UV consultation Prerequisite : Some UVs require that previous UVs must have been successfully completed. Some UVs have several prerequisites. ACM : Actuators and Mechatronic Control Systems Specialisation. C : Lecture Category : Each UV is classed in one of the following categories: − CS Scientific Knowledge; − TM Techniques and Methods; − EC Expression and Communication; − CG General Education; − RN Revision; − EX Exterior. CDP : Product Design and Development Specialisation CIM : Design and Material Innovation Specialisation UV Code : Code designating a UV ECTS Credit : The value of a UV in the ECTS system (European Credit Transfer System) CSM : Mechatronic System Design Specialisation CSP : Production Systems Design Specialisation Department : Teaching Department Dept. Teaching Department DIC : Industrial Design Specialisation EDD : Energy and Sustainable Development Specialisation. EDIM : Ergonomics, Design and Mechanical Engineering Department EIC : Ergonomics, Design and Innovation Specialisation EnE : Energy and Environment Specialisation. ESE : Electronics and On−Board Systems Specialisation Specialisation : Specialisation within a department GESC : Electrical Engineering and Control Systems Department UV Guide : The UV Guide catalogues all UVs taught at UTBM during an academic year. HUMA : Humanities Department IIRV : Image, Interaction and Virtual Reality Specialisation ILC : Software and Knowledge Engineering Specialisation IMAP : Manufacturing Management and Engineering Department INFO : Computer Science Department IP : Product Industrialisation Specialisation Language (teaching) : Language in which a UV is taught in. LEIM : On−Board Software and Mobile Computing Specialisation MC : Mechanical Engineering and Design Department MOM : Numerical Modelling in Mechanics. MPL : Management of Production and Logistics Specialisation Level : Level of UV within degree courses. From 01 to 06 Basket : Contains the UVs chosen by a user to create a personalised catalogue PISP : Managing and Computerising Production Systems Specialisation Recognition : Level of recognition within a specialisation or department (0, 1 or 2) for a UV : − 0: the UV has no link with the specialisation. It does not count as part of the department's degree course, but rather as an additional UV. − 1 or *: the UV is related to the department's degree course but is not part of the group of key skills to be acquired for the specialisation. − 2 or **: the UV is part of the group of key skills to be acquired for the specialisation. R&T : Networks and Telecoms Specialisation Semester : Indicates during which semester a UV is taught Timetable Organisation : The way in which a UV is divided up into its constituent parts (TD, TP, Lecture, THE) TC : Common core. Equivalent to first two years of an Engineering Degree TD : Tutorials THE : Unsupervised work. The number of hours of personal work necessary to complete a UV TP : Practicals TSE : Transport and Drive Systems Specialisation. UV (Course Credit) : Course taught at UTBM. A Course Credit is taught within a department or department specialisation
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