Piecewise Deterministic Processes in Biological Models - Ryszard Rudnicki, Marta Tyran-Kamińska

Piecewise Deterministic Processes in Biological Models

Buch | Softcover
IX, 169 Seiten
2017 | 1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-61293-5 (ISBN)
53,49 inkl. MwSt

This book presents a concise introduction to piecewise deterministic Markov processes (PDMPs), with particular emphasis on their applications to biological models. Further, it presents examples of biological phenomena, such as gene activity and population growth, where different types of PDMPs appear: continuous time Markov chains, deterministic processes with jumps, processes with switching dynamics, and point processes. Subsequent chapters present the necessary tools from the theory of stochastic processes and semigroups of linear operators, as well as theoretical results concerning the long-time behaviour of stochastic semigroups induced by PDMPs and their applications to biological models.

As such, the book offers a valuable resource for mathematicians and biologists alike. The first group will find new biological models that lead to interesting and often new mathematical questions, while the second can observe how to include seemingly disparate biological proc

essesinto a unified mathematical theory, and to arrive at revealing biological conclusions. The target audience primarily comprises of researchers in these two fields, but the book will also benefit graduate students.

1 Biological Models.- 2 Markov Processes.- 3 Operator Semigroups.- 4 Stochastic Semigroups.- 5 Asymptotic Properties of Stochastic Semigroups - General Results.- 6 Asymptotic Properties of Stochastic Semigroups - Applications.

Erscheinungsdatum
Reihe/Serie SpringerBriefs in Applied Sciences and Technology
SpringerBriefs in Mathematical Methods
Zusatzinfo IX, 169 p. 10 illus.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 285 g
Themenwelt Mathematik / Informatik Mathematik Angewandte Mathematik
Naturwissenschaften Biologie Evolution
Naturwissenschaften Biologie Genetik / Molekularbiologie
Schlagworte Applied mathematics • biomedical engineering • Complex Systems • Deterministic Processes with Jumps • dynamics & statics • Dynamics & statics • Genetics and Population Dynamics • Kolmogorov equations • Life sciences: general issues • Mathematics • mathematics and statistics • Piecewise Deterministic Markov Processes • probability & statistics • Probability & statistics • Probability theory and stochastic processes • Statistical Physics • Statistical Physics and Dynamical Systems • Stochastic differential equations • stochastics • Stochastic Semigroups • systems biology
ISBN-10 3-319-61293-X / 331961293X
ISBN-13 978-3-319-61293-5 / 9783319612935
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich
Berechnung statisch unbestimmter Tragwerke

von Raimond Dallmann

Buch | Hardcover (2022)
Hanser (Verlag)
29,99