Stochastic Processes for Physicists by Kurt Jacobs

Stochastic Processes for Physicists by Kurt Jacobs

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Zusammenfassung

This textbook is an accessible introduction to stochastic processes and their applications, as well as methods for numerical simulation, for graduate students and researchers in physics. It includes coverage of the more exotic Levy processes, and a concise account of numerical methods for simulating stochastic systems driven by Gaussian noise.

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Stochastic Processes for Physicists by Kurt Jacobs

Stochastic processes are an essential part of numerous branches of physics, as well as in biology, chemistry, and finance. This textbook provides a solid understanding of stochastic processes and stochastic calculus in physics, without the need for measure theory. In avoiding measure theory, this textbook gives readers the tools necessary to use stochastic methods in research with a minimum of mathematical background. Coverage of the more exotic Levy processes is included, as is a concise account of numerical methods for simulating stochastic systems driven by Gaussian noise. The book concludes with a non-technical introduction to the concepts and jargon of measure-theoretic probability theory. With over 70 exercises, this textbook is an easily accessible introduction to stochastic processes and their applications, as well as methods for numerical simulation, for graduate students and researchers in physics.
'Jacobs is an enthusiastic, clear, and concise writerHe presents each theory by means of heuristic arguments and calculations.' Cosma Shalizi, Physics Today
'I think this book is a very nice introduction to the subject of stochastic processes.' Zentralblatt MATH
Kurt Jacobs is an Assistant Professor in the Physics Department at the University of Massachusetts, Boston. He is a leading expert in the theory of quantum feedback control and the measurement and control of quantum nano-electro-mechanical systems.
SKU Nicht verfügbar
ISBN 13 9780521765428
ISBN 10 0521765420
Titel Stochastic Processes for Physicists
Autor Kurt Jacobs
Buchzustand Nicht verfügbar
Bindungsart Hardback
Verlag Cambridge University Press
Erscheinungsjahr 2010-02-18
Seitenanzahl 204
Hinweis auf dem Einband Die Abbildung des Buches dient nur Illustrationszwecken, die tatsächliche Bindung, das Cover und die Auflage können sich davon unterscheiden.
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