Complex Systems: critical phenomena, networks, evolutionary dynamics, reaction systems (CS1)- Dozent/in
- PD Dr. Claus Metzner
- Angaben
- Vorlesung mit Übung
4 SWS, benoteter Schein, ECTS-Studium, ECTS-Credits: 5
nur Fachstudium, Sprache Englisch, PW E; Vorlesung und Übungen online: http://tinyurl.com/cm-complex-systems
Zeit und Ort: n.V.
- Studienfächer / Studienrichtungen
- WF Ph-BA 5 (ECTS-Credits: 5)
WF Ph-MA ab 1 (ECTS-Credits: 5)
WF ILS-MA ab 1
- 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
- ECTS-Informationen:
- Credits: 5
- Zusätzliche Informationen
- Erwartete Teilnehmerzahl: 60
- Verwendung in folgenden UnivIS-Modulen
- Startsemester WS 2017/2018:
- Complex Systems 1: Critical phenomena, networks, evolutionary dynamics, reaction systems (PW)
- Institution: Lehrstuhl für Biophysik (Prof. Dr. Fabry)
|