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Random perturbations of dynamical systems
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Random perturbations of dynamical systems

著者: M I Freĭdlin; Alexander D Wentzell
出版商: New York : Springer, ©1998.
丛书: Grundlehren der mathematischen Wissenschaften, 260.
版本/格式:   图书 : 英语 : 2nd ed查看所有的版本和格式
提要:
This volume is concerned with various kinds of limit theorems for stochastic processes defined as a result of random perturbations of dynamical systems, especially with the long-time behavior of the perturbed system. In particular, exit problems, metastable states, optimal stabilization, and asymptotics of stationary distributions are also carefully considered.
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类型/形式: Zufallsstörung
材料类型: 互联网资源
文件类型: 书, 互联网资源
所有的著者/提供者: M I Freĭdlin; Alexander D Wentzell
ISBN: 0387983627 9780387983622
OCLC号码: 38409445
注意: "[Based on the] original Russian edition: Fluktuat︠s︡ii v dinamicheskikh sistemakh pod deĭstviem malykh sluchaĭnykh vozmushcheniĭ, Nauka : Moscow, 1979"--T.p. verso.
描述: xi, 430 p. : ill. ; 24 cm.
内容: Ch. 1. Random Perturbations --
Ch. 2. Small Random Perturbations on a Finite Time Interval --
Ch. 3. Action Functional --
Ch. 4. Gaussian Perturbations of Dynamical Systems: Neighborhood of an Equilibrium Point --
Ch. 5. Perturbations Leading to Markov Processes --
Ch. 6. Markov Perturbations on Large Time Intervals --
Ch. 7. The Averaging Principle. Fluctuations in Dynamical Systems with Averaging --
Ch. 8. Random Perturbations of Hamiltonian Systems --
Ch. 9. Stability Under Random Perturbations --
Ch. 10. Sharpenings and Generalizations.
丛书名: Grundlehren der mathematischen Wissenschaften, 260.
责任: M.I. Freidlin, A.D. Wentzell ; translated by Joseph Szücs.
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摘要:

This volume is concerned with various kinds of limit theorems for stochastic processes defined as a result of random perturbations of dynamical systems, especially with the long-time behavior of the perturbed system. In particular, exit problems, metastable states, optimal stabilization, and asymptotics of stationary distributions are also carefully considered.

The authors' main tools are the large deviation theory the centred limit theorem for stochastic processes, and the averaging principle - all presented in great detail. The results allow for explicit calculations of the asymptotics of many interesting characteristics of the perturbed system.

Most of the results are closely connected with PDEs, and the authors' approach presents a powerful method for studying the asymptotic behavior of the solutions of initial-boundary value problems for corresponding PDEs.

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