700.371 (14S) Nonlinear Dynamics -- Modeling, Simulation and Neuro-Computing

Sommersemester 2014

Anmeldefrist abgelaufen.

Erster Termin der LV
03.03.2014 12:00 - 14:00 , L4.1.02 ICT-Lab
... keine weiteren Termine bekannt

Überblick

Lehrende/r
LV-Titel englisch
Nonlinear Dynamics -- Modeling, Simulation and Neuro-Computing
LV-Art
Kurs (prüfungsimmanente LV )
Semesterstunde/n
2.0
ECTS-Anrechungspunkte
3.0
Anmeldungen
9 (30 max.)
Organisationseinheit
Unterrichtssprache
Deutsch
LV-Beginn
01.03.2014
eLearning
zum Moodle-Kurs

LV-Beschreibung

Inhalt/e

Fundamentals of dynamical systems  Analysis methods for nonlinear dynamical systems o Perturbation method o The mean method o Multiple time scales method o Newton Raphson method o Lyapunov exponent o Lyapunov function o Lagrangian function o Routh Hurwitz theorem o The Shilnikov theorem o Poincaré Map o Bifurcation o Basins of attraction o Chaos  Asymptotic stability analysis (Routh- Hurwitz) and applications to concrete mathematical models  Global stability analysis (Lyapunov) and applications to concrete mathematical models  Analytical solutions of linear and/or Nonlinear discrete equations  Graphical solutions of linear and/or Nonlinear discrete equations  Analytical solutions of Nonlinear and Stiff Ordinary differential Equations  Analytical Solution of Partial Differential Equations  Basics of Finite Element  Numerical solution of Nonlinear Ordinary differential Equations  Numerical solution of Partial differential Equations  Background of the Oscillatory theory  Bifurcation analysis and applications to concrete mathematical models  Application of the oscillator theory in transportation (traffic control, routing, Image processing, etc) Fundamentals of Cellular Neural Networks (CNN)  Basics of CNN  Application of the CNN paradigm for solving Ordinary Differential Equations in transportation  Application of the CNN paradigm for solving Partial Differential Equations in transportation

Prüfungsinformationen

Beurteilungsschema

Note/Grade Benotungsschema

Position im Curriculum

  • Masterstudium Information Technology (SKZ: 489, Version: 06W.3)
    • Fach: Technischer Schwerpunkt (Intelligent Transportation Systems) (Pflichtfach)
      • 1.4-1.5 Kurs oder Labor ( 4.0h KU / 6.0 ECTS)
        • 700.371 Nonlinear Dynamics -- Modeling, Simulation and Neuro-Computing (2.0h KU / 3.0 ECTS)
  • Masterstudium Information Technology (SKZ: 489, Version: 06W.3)
    • Fach: Technische Ergänzung II (Pflichtfach)
      • 3.4-3.5 Kurs oder Labor ( 4.0h KU / 6.0 ECTS)
        • 700.371 Nonlinear Dynamics -- Modeling, Simulation and Neuro-Computing (2.0h KU / 3.0 ECTS)
  • Masterstudium Information Technology (SKZ: 489, Version: 06W.3)
    • Fach: Informationstechnische Grundlagen (Pflichtfach)
      • 3.1'-3.3' Vorlesung und Kurs ( 12.0h VO, KU / 18.0 ECTS)
        • 700.371 Nonlinear Dynamics -- Modeling, Simulation and Neuro-Computing (2.0h KU / 3.0 ECTS)
  • Masterstudium Information Technology (SKZ: 489, Version: 06W.3)
    • Fach: Research Track (Methodischer Schwerpunkt) (Pflichtfach)
      • 4.2'-4.3' Theoretisch-Methodische Lehrveranstaltung I/II ( 0.0h VO/VK/VS/KU/PS / 6.0 ECTS)
        • 700.371 Nonlinear Dynamics -- Modeling, Simulation and Neuro-Computing (2.0h KU / 3.0 ECTS)
  • Masterstudium Technische Mathematik (SKZ: 401, Version: 13W.1)
    • Fach: Informationstechnik (Wahlfach)
      • Nonlinear Dynamics — Modeling, Simulation and Neuro-Computing ( 2.0h VK / 4.0 ECTS)
        • 700.371 Nonlinear Dynamics -- Modeling, Simulation and Neuro-Computing (2.0h KU / 3.0 ECTS)

Gleichwertige Lehrveranstaltungen im Sinne der Prüfungsantrittszählung

Wintersemester 2019/20
  • 700.371 VC Nonlinear Dynamics -- Modeling, Simulation and Neuro-Computing (2.0h / 4.0ECTS)
Wintersemester 2018/19
  • 700.371 VC Nonlinear Dynamics -- Modeling, Simulation and Neuro-Computing (2.0h / 4.0ECTS)
Wintersemester 2017/18
  • 700.371 VC Nonlinear Dynamics -- Modeling, Simulation and Neuro-Computing (2.0h / 4.0ECTS)
Sommersemester 2017
  • 700.371 VC Nonlinear Dynamics -- Modeling, Simulation and Neuro-Computing (2.0h / 4.0ECTS)
Sommersemester 2016
  • 700.371 VC Nonlinear Dynamics -- Modeling, Simulation and Neuro-Computing (2.0h / 4.0ECTS)
Sommersemester 2015
  • 700.371 VK Nonlinear Dynamics -- Modeling, Simulation and Neuro-Computing (2.0h / 4.0ECTS)
Sommersemester 2013
  • 700.371 KU Nonlinear Dynamics -- Modeling, Simulation and Neuro-Computing (2.0h / 3.0ECTS)