155-0346/02 – Economic applications of artificial intelligence (UIES)

Gurantor departmentDepartment of Applied InformaticsCredits5
Subject guarantordoc. RNDr. Ivo Martiník, Ph.D.Subject version guarantordoc. RNDr. Ivo Martiník, Ph.D.
Study levelundergraduate or graduateRequirementCompulsory
Year2Semesterwinter
Study languageCzech
Year of introduction2013/2014Year of cancellation
Intended for the facultiesEKFIntended for study typesFollow-up Master
Instruction secured by
LoginNameTuitorTeacher giving lectures
MAR63 doc. RNDr. Ivo Martiník, Ph.D.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 2+2

Subject aims expressed by acquired skills and competences

1. To gain a basic knowledge of the state space and the methods of its searching 2. To understand the principle of the resolution method 3. To understand the principles of the Horn clauses and their relation on the program development in the Prolog programming language 4. To gain a knowledge of the expert systems, their properties and components 5. To understand the expert system inference mechanism 6. Be able to apply the expert systems in the chosen areas of economics in practice

Teaching methods

Lectures
Tutorials

Summary

The aim of the course is to acquire basic knowledge and skills in selected areas of artificial intelligence and expert systems and their application in selected areas of economics, particularly game theory, decision making under conditions of uncertainty, application of expert systems and others.

Compulsory literature:

LUGER, George F. Artifical Intelligence: Structures and Strategies for Complex Problem Solving. Sixth Edition. Boston: Addison Wesley, 2009. 743 s. ISBN 978-0-321-54589-3.

Recommended literature:

GIARRATANO, Joseph C. a Gary D. RILEY. Expert Systems: Principles and Programming. Fourth Edition. 2004. 831 s. ISBN 978-0534384470.

Way of continuous check of knowledge in the course of semester

E-learning

Další požadavky na studenta

Solving of the problems from the chosen areas of economics in the CLIPS expert system environment and the developing of simple programs in the Prolog programming language.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1. History of science Artificial intelligence and its applications 2. State space and its basic properties 3. State space search methods and their comparison 4. Fundamentals of first-order predicate calculus 5. Resolution method and Horn clauses 6. Logic programming and Prolog programming language 7. Expert systems, their features and components 8. Methods of knowledge representation in expert systems 9. Processing uncertain information in the development of expert systems 10. The inference mechanism of expert systems 11. Machine learning and expert systems 12. Application of expert systems in selected economic areas

Conditions for subject completion

Full-time form (validity from: 2013/2014 Winter semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Exercises evaluation and Examination Credit and Examination 100 (100) 51
        Exercises evaluation Credit 45  20
        Examination Examination 55  6
Mandatory attendence parzicipation:

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType of duty
2019/2020 (N6209) Systems Engineering and Informatics (6209T017) Informatics in Economics P Czech Ostrava 2 Compulsory study plan
2018/2019 (N6209) Systems Engineering and Informatics (6209T017) Informatics in Economics P Czech Ostrava 2 Compulsory study plan
2017/2018 (N6209) Systems Engineering and Informatics (6209T017) Informatics in Economics P Czech Ostrava 2 Compulsory study plan
2016/2017 (N6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics P Czech Ostrava 2 Compulsory study plan
2015/2016 (N6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics P Czech Ostrava 2 Compulsory study plan
2014/2015 (N6209) Systems Engineering and Informatics (6209T025) System Engineering and Informatics P Czech Ostrava 2 Compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner