Complex Systems: critical phenomena, networks, evolutionary dynamics, reaction systems (CS1)5 ECTS
(englische Bezeichnung: Complex Systems: critical phenomena, networks, evolutionary dynamics, reaction systems)

Lehrveranstaltungen:

• • Complex Systems: critical phenomena, networks, evolutionary dynamics, reaction systems
    (Vorlesung mit Übung, 4 SWS, Claus Metzner, Di, 16:00 - 19:00, Hörsaal ZMPT)

Inhalt:

Power laws, phase transitions, Ising model, percolation, selforganized criticality, graphs, regular and random networks, real world networks, Barabasi-Albert model, Watts-Strogatz model, applied network theory, optimization, fitness landscapes, Monte-Carlo and simulated annealing, evolutionary optimization, evolution dynamics, genetic drift, discrete optimization, genetic programming, reaction processes, rate equations, Michaelis-Menton kinetics, covalent modification cycles, ultra-sensitivity, hysteresis, chemical oscillators, signal networks in cells, chemotaxis of E. Coli, cybernetics, control loops, entropy and information, reaction- diffusion systems, Turing mechanism, morphogenesis

Lernziele und Kompetenzen:

Learning Goals and Competences
Students:

• explain the relevant topics of the lecture

• apply the methods to specific examples

Bemerkung:

PW E; Vorbesprechung und erste Vorlesung am ersten Termin: 15.10.2019

Studien-/Prüfungsleistungen:

Complex Systems: critical phenomena, networks, evolutionary dynamics, reaction systems (Prüfungsnummer: 575065)

(englischer Titel: Complex Systems: critical phenomena, networks, evolutionary dynamics, reaction systems)

Klausur, Dauer (in Minuten): 90, benotet

Prüfungssprache: Englisch

Erstablegung: WS 2019/2020, 1. Wdh.: SS 2020

1. Prüfer:

Claus Metzner