Subject: Computational Intelligence Fundamentals (06 - E236A)


Basic Information

CategoryProfessional-applicative
Scientific or art field:Applied Computer Science and Informatics
InterdisciplinaryNo
ECTS8
Course specification

Course is active from 30.09.2005..

Students learn about the basic principles and techniques of "classical" artificial intelligence and soft computing.
Identification, structure and techniques of solving problems which require intelligence.
Concepts, aims, approaches, environment and areas of AI application. Logical programming: propositional and first order logic; Prolog programming language. Search: blind and heuristic search, genetic algorithms. Problem solving in uncertainty conditions: probabilistic approach, fuzzy approach. Fundamentals of machine learning, types of algorithms, approaches, artificial neural networks. Knowledge based systems. Intelligent software agents: definition, types, architecture, technologies. Applications of AI.
Lectures, Computer practice. Consultations. Practical part of the course is examined in the computer laboratory where students solve obligatory tasks. Students can also do nonobligatory laboratory tasks. The task are marked. Part of the course which forms a logical whole can be taken in the form of partial exam – colloquium (2-4). Partial exam is a part of the examination. A student can take the next partial examination if he/she has achieved at least 30% of the point at the previous one. Partial examinations are taken in written form. The final examination is oral. Course grade is formed on the basis of lecture attendance, marks on the obligatory and nonobligatory tasks, success at partial examinations and final examination.
AuthorsNameYearPublisherLanguage
Stuart Russel, Peter NorwigArtificial Intelligence: A Modern Approach2003Prentice Hall, 2003, ISBN: 0-13-790395-2English
David Poole, Alan Mackworth, Randy GoebelComputational Intelligence A Logical Approach1998Oxford University Press, 1998, ISBN 0-19-510270-3English
Đorđe Obradović, Zora KonjovićRačunarska inteligencija - Priručnik za vežbe2004FTN, 2004, (elektronsko izdanje)Serbian language
M. Wooldridge An Introduction to Multiagent Systems 2002 John Wiley and Sons English
Course activity Pre-examination ObligationsNumber of points
Project taskYesYes15.00
ProjectYesYes25.00
HomeworkYesYes2.00
Lecture attendanceYesYes3.00
Computer exercise attendanceYesYes5.00
Term paperYesYes20.00
Theoretical part of the examNoYes30.00
Name and surnameForm of classes
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Obradović Đorđe

Lectures
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Okanović Dušan

Lectures
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Jocić Marko

Computational classes
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Vasiljević Marko
Assistant - Master

Computational classes
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Perić Ivan
Assistant - Master

Computational classes
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Kaplar Aleksandar
Assistant - Master

Computational classes
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Kondić Miroslav
Assistant - Master

Computational classes