300489 VO Optimization in biological systems (2008W)

Theoretical principles of optimization should be represented for advanced students of biology. The following topics will be explained thorougly: maxima, minima and equilibria of energy and entropy, non-equilibria, dissipative structures, optimization algorithms and adaptive processes(e.g., evolutionary strategies, genetic algorithms, Markov chain Monte Carlo, Metropolis algorithm, Gibbs sampling).