Beschreibung
Besides the investigation of general chains the book contains chapters which are concerned with eigenvalue techniques, conductance, stopping times, the strong Markov property, couplings, strong uniform times, Markov chains on arbitrary finite groups (including a crash-course in harmonic analysis), random generation and counting, Markov random fields, Gibbs fields, the Metropolis sampler, and simulated annealing. With 170 exercises.
Produktsicherheitsverordnung
Hersteller:
Springer Vieweg in Springer Science + Business Media
juergen.hartmann@springer.com
Abraham-Lincoln-Straße 46
DE 65189 Wiesbaden
Autorenportrait
InhaltsangabeBesides the investigation of general chains the book contains chapters which are concerned with eigenvalue techniques, conductance, stopping times, the strong Markov property, couplings, strong uniform times, Markov chains on arbitrary finite groups (including a crash-course in harmonic analysis), random generation and counting, Markov random fields, Gibbs fields, the Metropolis sampler, and simulated annealing. With 170 exercises.
Schlagzeile
Aktuelles aus der Theorie der Markovketten
