UID:
almahu_9949462115502882
Format:
1 online resource (430 p.)
ISBN:
9783110250114
,
9783110494938
Series Statement:
De Gruyter Studies in Mathematics , 38
Content:
Markov processes represent a universal model for a large variety of real life random evolutions. The wide flow of new ideas, tools, methods and applications constantly pours into the ever-growing stream of research on Markov processes that rapidly spreads over new fields of natural and social sciences, creating new streamlined logical paths to its turbulent boundary. Even if a given process is not Markov, it can be often inserted into a larger Markov one (Markovianization procedure) by including the key historic parameters into the state space. This monograph gives a concise, but systematic and self-contained, exposition of the essentials of Markov processes, together with recent achievements, working from the "physical picture" - a formal pre-generator, and stressing the interplay between probabilistic (stochastic differential equations) and analytic (semigroups) tools. The book will be useful to students and researchers. Part I can be used for a one-semester course on Brownian motion, Lévy and Markov processes, or on probabilistic methods for PDE. Part II mainly contains the author's research on Markov processes. From the contents: Tools from Probability and Analysis Brownian motion Markov processes and martingales SDE, ψDE and martingale problems Processes in Euclidean spaces Processes in domains with a boundary Heat kernels for stable-like processes Continuous-time random walks and fractional dynamics Complex chains and Feynman integral
Note:
Frontmatter --
,
Preface --
,
Notations --
,
Standard abbreviations --
,
Contents --
,
I Introduction to stochastic analysis --
,
1 Tools from probability and analysis --
,
2 Brownian motion (BM) --
,
3 Markov processes and martingales --
,
4 SDE, ΨDE and martingale problems --
,
II Markov processes and beyond --
,
5 Processes in Euclidean spaces --
,
6 Processes in domains with a boundary --
,
7 Heat kernels for stable-like processes --
,
8 CTRW and fractional dynamics --
,
9 Complex Markov chains and Feynman integral --
,
Bibliography --
,
Index
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Issued also in print.
,
Mode of access: Internet via World Wide Web.
,
In English.
In:
DG Studies in Mathematics eBook-Package, De Gruyter, 9783110494938
In:
DGBA Backlist Complete English Language 2000-2014 PART1, De Gruyter, 9783110238570
In:
DGBA Backlist Mathematics 2000-2014 (EN), De Gruyter, 9783110238471
In:
DGBA Mathematics - 2000 - 2014, De Gruyter, 9783110637205
In:
E-BOOK GESAMTPAKET / COMPLETE PACKAGE 2011, De Gruyter, 9783110261189
In:
E-BOOK PACKAGE ENGLISH LANGUAGES TITLES 2011, De Gruyter, 9783110261233
In:
E-BOOK PAKET SCIENCE TECHNOLOGY AND MEDICINE 2011, De Gruyter, 9783110261202
Additional Edition:
ISBN 9783110250107
Language:
English
Subjects:
Mathematics
DOI:
10.1515/9783110250114
URL:
https://doi.org/10.1515/9783110250114
URL:
https://www.degruyter.com/isbn/9783110250114
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