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Complex Systems: critical phenomena, networks, evolutionary dynamics, reaction systems (CS1)- Lecturer
- PD Dr. Claus Metzner
- Details
- Vorlesung mit Übung
4 cred.h, benoteter certificate, ECTS studies, ECTS credits: 5
nur Fachstudium, Sprache Englisch, PW E; Vorbesprechung und erste Vorlesung am ersten Termin: 15.10.2019
Time and place: Tue 16:00 - 19:00, Hörsaal ZMPT
- Fields of study
- WF Ph-BA 5 (ECTS-Credits: 5)
WF Ph-MA ab 1 (ECTS-Credits: 5)
WF ILS-MA ab 1
- Contents
- 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 information:
- Credits: 5
- Additional information
- Expected participants: 30
- Verwendung in folgenden UnivIS-Modulen
- Startsemester WS 2019/2020:
- Complex Systems 1: Critical phenomena, networks, evolutionary dynamics, reaction systems (PW-CS1)
- Complex Systems: critical phenomena, networks, evolutionary dynamics, reaction systems (CS1)
- Department: Lehrstuhl für Biophysik (Prof. Dr. Fabry)
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