WYDZIAŁ

Rzeszów University of Technology
The Faculty of:
Electrical and Computer Engineering
Field of study:
Computer Science
Speciality:
Study degree (BSc, MSc):
MSc
COURSE UNIT DESCRIPTION
Intelligent Computer Systems
Course title:
Lecturer responsible for course: Edward Nawarecki, Prof.
Contacts: phone: +48 12 617 41 31
e-mail: [email protected]
Department : Department of Electrical Engineering and Informatics
Type of classes
Semester
Weekly load
3
3,33
L
Lectures
C
Theoretical
Classes
Lb
Laboratory
30
20
P
Project
Number of
ECTS
credits
5
Course description
Lecture:
Artificial intelligence, knowledge engineering, intelligent computer methods – basics notions. Knowledge
representation – first-order logic, temporal logic, rules representation. Fuzzy sets and fuzzy logic theory. Rough
sets. Genetic and evolutionary algorithms. Neural networks, neural-fuzzy and fuzzy-neural systems.
Decentralized and multi-agent systems.
Classes:
Laboratory:
Applying intelligent computer methods to solve well-known NP-complete problems. Implementation of
algorithms with existing programming libraries (e.g. GAlib). Analysis of obtained results and configurations of
the algorithms.
Project:
Objectives of the course
A student should receive a practical knowledge necessary to design and implementation intelligent applications.
Examination method
Lecture: written examination.
Laboratory: preparing reports on made exercises, writing tests during labs
Bibliography
1. J. J. Mulawka: Systemy ekspertowe. WNT, Warszawa, 1996.
2. L. Bolc, W. Brodziewicz, M. Wójcik: Podstawy przetwarzania informacji niepewnej i nie pełnej. PWN,
Warszawa, 1991.
3. E. Czogała, W. Pedrycz: Elementy i metody teorii zbiorów rozmytych, PWN, Warszawa, 1985.
4. Z. Michalewicz: Algorytmy genetyczne + struktury danych = programy ewolucyjne. WNT, Warszawa, 1996
5. R. Tadeusiewicz: Sieci neuronowe. Akademicka Oficyna Wyawnicza, Warszawa, 1993.
6. B. Stefanowicz: Metody sztucznej inteligencji i systemy ekspertowe. Szkoła Główna Handlowa. Warszawa,
1993.
7. L. Rutkowski: Metody i techniki sztucznej inteligencji. PWN, Warszawa, 2005.
8. D. Rutkowska, M. Biliński, L. Rutkowski: Sieci neuronowe, algorytmy genetyczne i systemy rozmyte. PWN,
Warszawa, 1997.
Lecturer signature
Head of Department signature
Dean signature