Book contents
- Frontmatter
- Contents
- List of contributors
- Preface
- Introduction to Volume 1
- 1 Noise-activated escape from metastable states: an historical view
- 2 Some Markov methods in the theory of stochastic processes in nonlinear dynamical systems
- 3 Langevin equations with colored noise
- 4 First passage time problems for non-Markovian processes
- 5 The projection approach to the Fokker–Planck equation: applications to phenomenological stochastic equations with colored noises
- 6 Methods for solving Fokker–Planck equations with applications to bistable and periodic potentials
- 7 Macroscopic potentials, bifurcations and noise in dissipative systems
- 8 Transition phenomena in multidimensional systems – models of evolution
- 9 Colored noise in continuous dynamical systems: a functional calculus approach
- Appendix: On the statistical treatment of dynamical systems
- Index
Introduction to Volume 1
Published online by Cambridge University Press: 05 January 2012
- Frontmatter
- Contents
- List of contributors
- Preface
- Introduction to Volume 1
- 1 Noise-activated escape from metastable states: an historical view
- 2 Some Markov methods in the theory of stochastic processes in nonlinear dynamical systems
- 3 Langevin equations with colored noise
- 4 First passage time problems for non-Markovian processes
- 5 The projection approach to the Fokker–Planck equation: applications to phenomenological stochastic equations with colored noises
- 6 Methods for solving Fokker–Planck equations with applications to bistable and periodic potentials
- 7 Macroscopic potentials, bifurcations and noise in dissipative systems
- 8 Transition phenomena in multidimensional systems – models of evolution
- 9 Colored noise in continuous dynamical systems: a functional calculus approach
- Appendix: On the statistical treatment of dynamical systems
- Index
Summary
Over the last few years there has been a quite remarkable increase of activity in the study of nonlinear dynamical systems exposed to external noise. This is especially true in relation to colored noise, that is noise whose correlation time τ is nonzero. The field as it has developed stands on a firm foundation of pioneering, mostly Russian, theoretical work on white noise driven systems dating back to the early 1930s, an exemplar being the landmark 1933 paper by Pontryagin, Andronov and Vitt, of which a first-ever translation into English appears as an appendix to this volume. The early development of the field is reviewed in Chapter 1.
The recent intensification of research effort has in large part been stimulated by two distinct but closely related factors. First, it has become increasingly apparent that most (perhaps all) real physical systems need to be considered in the context of colored noise: they cannot be described adequately within the framework of white noise theory. Secondly, it is the case that, with few exceptions, physically interesting Fokker–Planck systems cannot be solved exactly when driven by colored noise. To meet this challenge, a variety of approximation schemes, carried out within several theoretical frameworks, have been developed, and much effort has been devoted to the testing of their efficacy under different conditions.
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- Noise in Nonlinear Dynamical Systems , pp. xv - xviPublisher: Cambridge University PressPrint publication year: 1989