Markov Processes: An Introduction for Physical Scientists - Hardcover

Gillespie, Daniel T.

Hardcover

ISBN 10: 0122839552 ISBN 13: 9780122839559

Publisher: Academic Press, 1991

Synopsis

Markov process theory is basically an extension of ordinary calculus to accommodate functions whos time evolutions are not entirely deterministic. It is a subject that is becoming increasingly important for many fields of science. This book develops the single-variable theory of both continuous and jump Markov processes in a way that should appeal especially to physicists and chemists at the senior and graduate level.

• A self-contained, prgamatic exposition of the needed elements of random variable theory
• Logically integrated derviations of the Chapman-Kolmogorov equation, the Kramers-Moyal equations, the Fokker-Planck equations, the Langevin equation, the master equations, and the moment equations
• Detailed exposition of Monte Carlo simulation methods, with plots of many numerical examples
• Clear treatments of first passages, first exits, and stable state fluctuations and transitions
• Carefully drawn applications to Brownian motion, molecular diffusion, and chemical kinetics

About this title

Product Description

Markov Processes Markov process theory is basically an extension of ordinary calculus to accommodate functions whose time evolutions are not entirely deterministic. This book develops the single-variable theory of both continuous and jump Markov processes. It is intended for physicists and chemists at the senior and graduate level. Full description

Edition details

• Publisher: Academic Press
• Publication date: 1991
• Language: English
• ISBN 10: 0122839552
• ISBN 13: 9780122839559
• Binding: Hardcover
• Number of pages: 592