Markov Processes
An Introduction for Physical Scientists
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Product details:
- Publisher Academic Press
- Date of Publication 2 December 1991
- ISBN 9780122839559
- Binding Hardback
- No. of pages592 pages
- Size 228x152 mm
- Weight 1080 g
- Language English 0
Categories
Long description:
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.
MoreTable of Contents:
Random Variable Theory
General Features of a Markov Process
Continuous Markov Processes
Jump Markov Processes with Continuum States
Jump Markov Processes with Discrete States
Temporally Homogeneous Birth-Death Markov Processes
Appendixes: Some Useful Integral Identities
Integral Representations of the Delta Functions
An Approximate Solution Procedure for "Open" Moment Evolution Equations
Estimating the Width and Area of a Function Peak
Can the Accuracy of the Continuous Process Simulation Formula Be Improved?
Proof of the Birth-Death Stability Theorem
Solution of the Matrix Differential Equation
