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Random walk and diffusion modelsan introduction for life and behavioral scientists /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Random walk and diffusion modelsby Wolf Schwarz.
其他題名:	an introduction for life and behavioral scientists /
作者:	Schwarz, Wolf.
出版者:	Cham :Springer International Publishing :2022.
面頁冊數:	xi, 209 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Biomathematics.
電子資源:	https://doi.org/10.1007/978-3-031-12100-5
ISBN:	9783031121005$q(electronic bk.)

Random walk and diffusion modelsan introduction for life and behavioral scientists /
Schwarz, Wolf.

Random walk and diffusion modelsan introduction for life and behavioral scientists /[electronic resource] :by Wolf Schwarz. - Cham :Springer International Publishing :2022. - xi, 209 p. :ill., digital ;24 cm.

Introduction -- Discrete random Walks -- The Correlated Random Walk -- The Diffusion Limit -- The Wiener process -- More general Diffusion Processes -- Differential Equations for Probabilities -- Applications.

This book offers an accessible introduction to random walk and diffusion models at a level consistent with the typical background of students in the life sciences. In recent decades these models have become widely used in areas far beyond their traditional origins in physics, for example, in studies of animal behavior, ecology, sociology, sports science, population genetics, public health applications, and human decision making. Developing the main formal concepts, the book provides detailed and intuitive step-by-step explanations, and moves smoothly from simple to more complex models. Finally, in the last chapter, some successful and original applications of random walk and diffusion models in the life and behavioral sciences are illustrated in detail. The treatment of basic techniques and models is consolidated and extended throughout by a set of carefully chosen exercises.

ISBN: 9783031121005$q(electronic bk.)

Standard No.: 10.1007/978-3-031-12100-5doiSubjects--Topical Terms:

212374
Biomathematics.

LC Class. No.: QH323.5 / .S34 2022

Dewey Class. No.: 570.1519282

Random walk and diffusion modelsan introduction for life and behavioral scientists /
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505 0 $a Introduction -- Discrete random Walks -- The Correlated Random Walk -- The Diffusion Limit -- The Wiener process -- More general Diffusion Processes -- Differential Equations for Probabilities -- Applications.
520 $a This book offers an accessible introduction to random walk and diffusion models at a level consistent with the typical background of students in the life sciences. In recent decades these models have become widely used in areas far beyond their traditional origins in physics, for example, in studies of animal behavior, ecology, sociology, sports science, population genetics, public health applications, and human decision making. Developing the main formal concepts, the book provides detailed and intuitive step-by-step explanations, and moves smoothly from simple to more complex models. Finally, in the last chapter, some successful and original applications of random walk and diffusion models in the life and behavioral sciences are illustrated in detail. The treatment of basic techniques and models is consolidated and extended throughout by a set of carefully chosen exercises.
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