Nonlinear Markov Processes and Kinetic Equations (Hardcover)

Vassili N. Kolokoltsov

ISBN 10: 0521111846 / ISBN 13: 9780521111843

Verlag: Cambridge University Press, Cambridge, 2010

Beschreibung

Hardcover. A nonlinear Markov evolution is a dynamical system generated by a measure-valued ordinary differential equation with the specific feature of preserving positivity. This feature distinguishes it from general vector-valued differential equations and yields a natural link with probability, both in interpreting results and in the tools of analysis. This brilliant book, the first devoted to the area, develops this interplay between probability and analysis. After systematically presenting both analytic and probabilistic techniques, the author uses probability to obtain deeper insight into nonlinear dynamics, and analysis to tackle difficult problems in the description of random and chaotic behavior. The book addresses the most fundamental questions in the theory of nonlinear Markov processes: existence, uniqueness, constructions, approximation schemes, regularity, law of large numbers and probabilistic interpretations. Its careful exposition makes the book accessible to researchers and graduate students in stochastic and functional analysis with applications to mathematical physics and systems biology. The first book devoted to the theory of nonlinear Markov processes provides a careful exposition of both probabilistic and analytic techniques. The author uses probability to obtain deeper insight into nonlinear dynamics, and analysis to tackle difficult problems in the description of random and chaotic behavior. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

Bestandsnummer des Verkäufers 9780521111843

Bibliografische Details

• Titel: Nonlinear Markov Processes and Kinetic Equations (Hardcover)
• Verlag: Cambridge University Press, Cambridge
• Erscheinungsjahr: 2010
• Sprache: Englisch
• ISBN-10: 0521111846
• ISBN-13: 9780521111843
• Einband: Hardcover
• Zustand: new

Über diesen Titel

Inhaltsangabe

A nonlinear Markov evolution is a dynamical system generated by a measure-valued ordinary differential equation with the specific feature of preserving positivity. This feature distinguishes it from general vector-valued differential equations and yields a natural link with probability, both in interpreting results and in the tools of analysis. This brilliant book, the first devoted to the area, develops this interplay between probability and analysis. After systematically presenting both analytic and probabilistic techniques, the author uses probability to obtain deeper insight into nonlinear dynamics, and analysis to tackle difficult problems in the description of random and chaotic behavior. The book addresses the most fundamental questions in the theory of nonlinear Markov processes: existence, uniqueness, constructions, approximation schemes, regularity, law of large numbers and probabilistic interpretations. Its careful exposition makes the book accessible to researchers and graduate students in stochastic and functional analysis with applications to mathematical physics and systems biology.

Über die Autorin bzw. den Autor

Vassili N. Kolokoltsov is a Reader in Probability in the Department of Statistics at the University of Warwick.