Module Handbook

  • Dynamischer Default-Fachbereich geändert auf INF

Module INF-57-51-M-6

Continuous models of complex systems (M, 4.0 LP)

Module Identification

Module Number Module Name CP (Effort)
INF-57-51-M-6 Continuous models of complex systems 4.0 CP (120 h)

Basedata

CP, Effort 4.0 CP = 120 h
Position of the semester 1 Sem. in WiSe
Level [6] Master (General)
Language [EN] English
Module Manager
Lecturers
Area of study [INF-KI] Intelligent Systems
Reference course of study [INF-88.79-SG] M.Sc. Computer Science
Livecycle-State [NORM] Active

Courses

Type/SWS Course Number Title Choice in
Module-Part
Presence-Time /
Self-Study
SL SL is
required for exa.
PL CP Sem.
2V+1U INF-57-51-K-6
Continuous models of complex systems
P 42 h 78 h
U-Schein
- PL1 4.0 WiSe
  • About [INF-57-51-K-6]: Title: "Continuous models of complex systems"; Presence-Time: 42 h; Self-Study: 78 h
  • About [INF-57-51-K-6]: The study achievement "[U-Schein] proof of successful participation in the exercise classes (ungraded)" must be obtained.

Examination achievement PL1

  • Form of examination: written exam (Klausur) (60-180 Min.)
  • Examination Frequency: each winter semester
  • Examination number: 65753 ("Continuous models of complex systems")

Contents

  • mathematical problem formulation
  • Phase space
  • Concept of equilibrium, types of equilibria
  • Attractors, strange attractors
  • Concept of bifurcation
  • Analysis of the system properties
  • Conditions for the transition to chaotic systems

Competencies / intended learning achievements

Upon successful completion of the module, students will be able to
  • to explain essential properties of complex phenomena (emergence, bifurcations, chaos) on the basis of a mathematical description of nonlinear dynamical systems
  • to explain conditions for the transition to chaotic systems,
  • model different concepts of complex systems,
  • to analyze implemented concepts and system properties on concrete systems.

Literature

  • Boccara, Nino:  Modeling complex systems . Springer Science & Business Media, 2010.
  • Gros, Claudius: Complex and Adaptive Dynamical Systems, 2009.

Requirements for attendance of the module (informal)

None

Requirements for attendance of the module (formal)

None

References to Module / Module Number [INF-57-51-M-6]

Course of Study Section Choice/Obligation
[INF-88.79-SG] M.Sc. Computer Science [Specialisation] Specialization 1 [WP] Compulsory Elective
Module-Pool Name
[INF-SIAK-DT-ENG-MPOOL-6] SIAK Certificate "Digital Transformation" - Modules INF "Engineering"