545-0029/02 – Applied Artificial Intelligence (AUI)

Gurantor departmentDepartment of Economics and Control SystemsCredits5
Subject guarantordoc. Ing. Pavel Staša, Ph.D.Subject version guarantordoc. Ing. Pavel Staša, Ph.D.
Study levelundergraduate or graduateRequirementCompulsory
Year2Semesterwinter
Study languageCzech
Year of introduction1999/2000Year of cancellation2019/2020
Intended for the facultiesHGFIntended for study typesFollow-up Master, Master
Instruction secured by
LoginNameTuitorTeacher giving lectures
STA172 doc. Ing. Pavel Staša, Ph.D.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 2+2
Part-time Credit and Examination 6+6

Subject aims expressed by acquired skills and competences

The goal is to build an advanced knowledge of control theory and system theory and basic knowledge of artificial intelligence. This knowledge is further developed for application areas of problems, job scheduling, theorem proving, inductive learning, neural networks and the application of evolutionary methods and algorithms and artificial life.

Teaching methods

Lectures
Seminars
Tutorials
Project work

Summary

The course introduces basic theoretical and application possibilities of artificial intelligence. After a basic classification of fields of application of modern discipline the subject develops its basic development. Students will learn methods of knowledge representation, knowledge systems, knowledge discovery and data from databases, issues of vision and machine learning, adaptive and learners systems to virtual reality applications. Matter is practiced on practical application examples, including aspects of the mineral resources industry. In conclusion students are familiar with the use of evolutionary algorithms and artificial areas life.

Compulsory literature:

RUSSEL, S., NORVIG, P.: Artificial Intelligence, a Modern Approach, Pearson Education Inc., 2003, ISBN 0-13-080302-2, 932 pp POKORNÝ, Miroslav a Pavel PETRÁNEK. Systems with artificial intelligence, Ostrava: VŠB-TU Ostrava, FEI, 2004.

Recommended literature:

FRANKLIN, G.F., a kol.: Feedback Control of Dynamic Systems, Pearson Prentice Hall 2006, ISBN 0-13-149930-0, 910 s.

Way of continuous check of knowledge in the course of semester

E-learning

Other requirements

Individuální, dle specifikace vedoucího cvičení.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

The roots of AI, the basic directions Methods of representation and knowledge processing, knowledge systems Qualitative modeling, planning systems Expert systems, semantic nets, frames, and the inference rule's Network Search knowledge and data from databases Fuzzy systems and their applications Artificial neural networks, neuron models, back propagation algorithm, the structure of ANN Application of artificial neural networks Machine learning and learning systems, learning with a teacher and no teacher Recognition and computer vision, signs, structures, computer vision, visualization Artificial Life, SWARM system, bio-cybernetics Virtual reality, the languages ​​of VR, VR applications Evolutionary algorithms and systems, genetic algorithms Application of artificial intelligence in industry and the cybernetic systems.

Conditions for subject completion

Full-time form (validity from: 2015/2016 Summer semester, validity until: 2019/2020 Summer semester)
Task nameType of taskMax. number of points
(act. for subtasks)		Min. number of pointsMax. počet pokusů
Credit and Examination Credit and Examination 100 (100) 51
        Credit Credit 33  17
        Examination Examination 67  17 3
Mandatory attendence participation:

Show history

Conditions for subject completion and attendance at the exercises within ISP:

Show history

Occurrence in study plans

Academic yearProgrammeBranch/spec.Spec.ZaměřeníFormStudy language Tut. centreYearWSType of duty
2019/2020 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 2 Compulsory study plan
2018/2019 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2018/2019 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry P Czech Ostrava 2 Compulsory study plan
2018/2019 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Ostrava 2 Compulsory study plan
2018/2019 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 2 Compulsory study plan
2018/2019 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry P Czech Ostrava 2 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Ostrava 2 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 2 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry P Czech Ostrava 2 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Ostrava 2 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 2 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2015/2016 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2015/2016 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2015/2016 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2015/2016 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 2 Compulsory study plan
2014/2015 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2014/2015 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2014/2015 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2014/2015 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 2 Compulsory study plan
2013/2014 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 2 Compulsory study plan
2013/2014 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2013/2014 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2013/2014 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2012/2013 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 2 Compulsory study plan
2012/2013 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2012/2013 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2012/2013 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2011/2012 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 2 Compulsory study plan
2011/2012 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2011/2012 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2011/2012 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2010/2011 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 2 Compulsory study plan
2010/2011 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2010/2011 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2010/2011 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2009/2010 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2009/2010 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 2 Compulsory study plan
2009/2010 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2009/2010 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2008/2009 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2008/2009 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2008/2009 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2008/2009 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 2 Compulsory study plan
2007/2008 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2007/2008 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2007/2008 (B2102) Mineral Raw Materials (3902R006) Automation and Computers in Raw Material Industry P Czech Ostrava 3 Choice-compulsory study plan
2006/2007 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2006/2007 (B2102) Mineral Raw Materials (3902R006) Automation and Computers in Raw Material Industry P Czech Ostrava 3 Choice-compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner
ECTS - FMG 2018/2019 Full-time English Optional 501 - Study Office stu. block
ECTS - FMG 2017/2018 Full-time English Optional 501 - Study Office stu. block
ECTS - FMG 2016/2017 Full-time English Optional 501 - Study Office stu. block

Assessment of instruction



2018/2019 Winter
2017/2018 Winter
2016/2017 Winter
2009/2010 Winter