MB101 Linear models

Faculty of Informatics
Autumn 2013
Extent and Intensity
2/2. 4 credit(s) (plus extra credits for completion). Type of Completion: zk (examination).
Teacher(s)
doc. Mgr. Ondřej Klíma, Ph.D. (lecturer)
doc. Mgr. Josef Šilhan, Ph.D. (lecturer)
Mgr. Veronika Bernhauerová, Ph.D. (seminar tutor)
Mgr. Jitka Hořanská (seminar tutor)
Mgr. Bc. Tomáš Janík (seminar tutor)
Mgr. Eva Janoušková, Ph.D. (seminar tutor)
RNDr. David Klaška (seminar tutor)
Mgr. Bc. Jaromír Kuben (seminar tutor)
Mgr. Martin Panák, Ph.D. (seminar tutor)
RNDr. Jiří Pecl, Ph.D. (seminar tutor)
Dr. Alexandru Emil Stanculescu, Ph.D. (seminar tutor)
Mgr. Jaroslav Šeděnka, Ph.D. (seminar tutor)
Mgr. Michal Theuer, Ph.D. (seminar tutor)
prof. RNDr. Josef Janyška, DSc. (assistant)
Guaranteed by
prof. RNDr. Jan Slovák, DrSc.
Faculty of Informatics
Contact Person: prof. RNDr. Jan Slovák, DrSc.
Supplier department: Faculty of Science
Timetable
Thu 10:00–11:50 D2, Thu 10:00–11:50 D3, Thu 10:00–11:50 D1
  • Timetable of Seminar Groups:
MB101/T01: Tue 17. 9. to Fri 20. 12. Tue 8:00–9:55 Učebna S8 (17), Wed 18. 9. to Fri 20. 12. Wed 14:00–15:55 Učebna S6 (20), Fri 20. 9. to Fri 20. 12. Fri 12:00–13:55 Učebna S6 (20), J. Pecl, Nepřihlašuje se. Určeno pro studenty se zdravotním postižením.
MB101/T02: Thu 19. 9. to Fri 20. 12. Thu 15:00–16:55 Učebna S1 (36a), J. Pecl, Nepřihlašuje se. Určeno pro studenty se zdravotním postižením.
MB101/T03: Mon 8:00–9:55 Učebna S1 (36a), Thu 19. 9. to Fri 20. 12. Thu 8:00–9:55 Učebna S6 (20), Fri 20. 9. to Fri 20. 12. Fri 8:00–9:55 Učebna S1 (36a), J. Hořanská, Nepřihlašuje se. Určeno pro studenty se zdravotním postižením.
MB101/01: Wed 14:00–15:50 G124, O. Klíma
MB101/02: Mon 16:00–17:50 G125, M. Panák
MB101/03: Wed 12:00–13:50 G125, M. Panák
MB101/04: Mon 8:00–9:50 G124, V. Bernhauerová
MB101/05: Mon 10:00–11:50 G124, V. Bernhauerová
MB101/06: Mon 8:00–9:50 G125, T. Janík
MB101/07: Mon 10:00–11:50 G125, T. Janík
MB101/08: Tue 18:00–19:50 G124, J. Kuben
MB101/09: Mon 18:00–19:50 G124, J. Kuben
MB101/10: Tue 8:00–9:50 G124, M. Theuer
MB101/11: Tue 10:00–11:50 G124, M. Theuer
MB101/12: Mon 12:00–13:50 G125, E. Janoušková
MB101/13: Mon 14:00–15:50 G125, E. Janoušková
MB101/14: Mon 12:00–13:50 G124, D. Klaška
MB101/15: Mon 14:00–15:50 G124, D. Klaška
MB101/16ENG: Wed 12:00–13:50 G124, A. Stanculescu
Prerequisites (in Czech)
! MB005 Foundations of mathematics && ! NOW ( MB201 Linear models B ) && ! MB201 Linear models B
Course Enrolment Limitations
The course is also offered to the students of the fields other than those the course is directly associated with.
fields of study / plans the course is directly associated with
there are 15 fields of study the course is directly associated with, display
Course objectives
At the end of this course, students should be able to: understand basic concepts of linear algebra and probability; apply these concepts to iterated linear processes; solve basic problems in analytical geometry.
Syllabus
  • The course is the first part of the four semester block of Mathematics. In the entire course, the fundamentals of general algebra and number theory, linear algebra, mathematical analysis, numerical methods, combinatorics, as well as probability and statistics are presented. Content of the course Linear models:
  • 1. Warm up (4 weeks) -- scalars, scalar functions, combinatorial examples and identities, finite probability, geometric probability, geometry of the plane, relations and mappings, equivalences and orderings.
  • 2. Vectors and matrices (3 weeks) -- vectors, vector space, linear independence, basis, linear mappings, matrices, matrix calculus and determinants, orthogonality, eigenvalues and eigenvectors.
  • 3. Linear models (3 weeks) -- systems of linear (in)equalities, linear programming problem, linear difference equations, iterated linear processes (population models) and Markov chains.
  • 4. Analytical geometry (2 weeks) -- geometrical applications: line, plane, parametric versus non-parametric descriptions, positioning of planes and lines, projective space extension, angle, length, volume, elementary classification of quadrics.
Literature
    recommended literature
  • MOTL, Luboš and Miloš ZAHRADNÍK. Pěstujeme lineární algebru. 3. vyd. Praha: Univerzita Karlova v Praze, nakladatelství Karolinum, 2002, 348 s. ISBN 8024604213. info
  • RILEY, K.F., M.P. HOBSON and S.J. BENCE. Mathematical Methods for Physics and Engineering. second edition. Cambridge: Cambridge University Press, 2004, 1232 pp. ISBN 0 521 89067 5. info
  • J. Slovák, M. Panák a kolektiv, Matematika drsně a svižně, učebnice v přípravě
    not specified
  • FUCHS, Eduard. Logika a teorie množin (Úvod do oboru). 1. vyd. Brno: Rektorát UJEP, 1978, 175 s. info
  • HORÁK, Pavel. Algebra a teoretická aritmetika. 2. vyd. Brno: Masarykova univerzita, 1993, 145 s. ISBN 8021008164. info
Bookmarks
https://is.muni.cz/ln/tag/FI:MB101!
Teaching methods
Two hours of lectures, two hours of tutorial. Lecture covering the theory with illustrative solved problems. Tutorials devoted to solving numerical problems.
Assessment methods
During the semester, two obligatory mid-term exams are evaluated (each for max 10 points). In the seminar groups there are 5 tests during the semester. The seminars are evaluated in total by max 5 points. Students, who collect during the semester (i.e., from tests and mid-term exams) less than 8 points, are graded as F and they do not proceed to the final examination. The final exam is two hours long and written for max 20 points. For successful examination (the grade at least E) the student needs in total 22 points or more.
Language of instruction
Czech
Follow-Up Courses
Further Comments
The course is taught each semester.
Listed among pre-requisites of other courses
The course is also listed under the following terms Autumn 2002, Autumn 2003, Autumn 2004, Autumn 2005, Spring 2006, Autumn 2006, Spring 2007, Autumn 2007, Spring 2008, Autumn 2008, Spring 2009, Autumn 2009, Spring 2010, Autumn 2010, Spring 2011, Autumn 2011, Spring 2012, Autumn 2012, Spring 2013, Spring 2014, Autumn 2014, Spring 2015, Autumn 2015, Spring 2016, Autumn 2016, Spring 2017, Autumn 2017, Spring 2018, Autumn 2018, Spring 2019.
  • Enrolment Statistics (Autumn 2013, recent)
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