This self-contained, practical, entry-level text integrates the basic principles of applied mathematics, applied probability, and computational science for a clear presentation of stochastic processes and control for jump-diffusions in continuous time. The author covers the important problem of cont
Semiclassical Analysis for Diffusions and Stochastic Processes
β Scribed by Vassili N. Kolokoltsov (auth.)
- Book ID
- 127426558
- Publisher
- Springer
- Year
- 2000
- Tongue
- English
- Weight
- 2 MB
- Edition
- 1
- Category
- Library
- City
- Berlin; New York
- ISBN
- 3540465871
- ISSN
- 0075-8434
No coin nor oath required. For personal study only.
β¦ Synopsis
The monograph is devoted mainly to the analytical study of the differential, pseudo-differential and stochastic evolution equations describing the transition probabilities of various Markov processes. These include (i) diffusions (in particular,degenerate diffusions), (ii) more general jump-diffusions, especially stable jump-diffusions driven by stable LΓ©vy processes, (iii) complex stochastic SchrΓΆdinger equations which correspond to models of quantum open systems. The main results of the book concern the existence, two-sided estimates, path integral representation, and small time and semiclassical asymptotics for the Green functions (or fundamental solutions) of these equations, which represent the transition probability densities of the corresponding random process. The boundary value problem for Hamiltonian systems and some spectral asymptotics ar also discussed. Readers should have an elementary knowledge of probability, complex and functional analysis, and calculus.
β¦ Subjects
Probability Theory and Stochastic Processes
π SIMILAR VOLUMES
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