Overview
- The first systematic exposition of random sets theory since Matheron (1975), with full proofs, exhaustive bibliographies and literature notes
- Interdisciplinary connections and applications of random sets are emphasised throughout
- Fixes terminology and notation that are often very varying in the literature, so providing a platform for future development of the theory
- Accompanied by an extensive searchable bibliography, available via the web
Part of the book series: Probability and Its Applications (PIA)
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Table of contents (5 chapters)
Keywords
About this book
Stochastic geometry is a relatively new branch of mathematics. Although its predecessors such as geometric probability date back to the 18th century, the formal concept of a random set was developed in the beginning of the 1970s. Theory of Random Sets presents a state of the art treatment of the modern theory, but it does not neglect to recall and build on the foundations laid by Matheron and others, including the vast advances in stochastic geometry, probability theory, set-valued analysis, and statistical inference of the 1990s.
The book is entirely self-contained, systematic and exhaustive, with the full proofs that are necessary to gain insight. It shows the various interdisciplinary relationships of random set theory within other parts of mathematics, and at the same time, fixes terminology and notation that are often varying in the current literature to establish it as a natural part of modern probability theory, and to provide a platform for future development.
Reviews
From the reviews:
"Together with the foundations of the modern probability theory Kolmogorov introduced the concept of a random set. … The book is written in a theorem-proof style, where the proofs are quite detailed and clearly presented. … to enable easier reading, the author provides visual illustrations where necessary. … the author provides a vast bibliography on the subject, which is completely searchable on author’s website. The book should be read and even more studied by any researcher or a student considering research in this field." (Ita Cirovic Donev, MathDL, January, 2006)
"This book is part of the Springer-Verlag series ‘Probability and its applications’. … The most remarkable aspect of the book is the reader-friendly structure and the style in which it has been written. There are masses of examples either worked out in the book or left for the reader. A number of facts are equipped with graphical illustrations. This book has a good index and index of notations, and a very detailed bibliography … . It will be an essential part of every mathematical library." (V. K. Oganyan, Mathematical Reviews, Issue 2006 b)
"The book under review develops … an approach in a self-contained and systematic manner. Full proofs are given, and many steps are illustrated by graphs and drawings. The interdisciplinary nature of the theory of random sets within mathematics is well shown. … The book will be an invaluable reference for probabilists, mathematicians, statisticians and electronic and electrical engineers in the fields of image analysis. … The book is highly recommended both for personal use and for libraries." (Janos Galambos, Zentralblatt MATH, Vol. 1109 (11), 2007)
"Random sets play an important role in many applications of mathematics … . This book is an important contribution to the mathematical theory and will surely serve as a valuable textbook for students as well as researchers. It presentsa self-contained survey of all the significant results … . A number of open problems are presented and each chapter concludes with a list of bibliographical notes." (EMS Newsletter, September, 2007)
Authors and Affiliations
About the author
Ilya Molchanov is Professor of Probability Theory in the Department of Mathematical Statistics and Actuarial Science at the University of Berne, Switzerland.
Bibliographic Information
Book Title: Theory of Random Sets
Authors: Ilya Molchanov
Series Title: Probability and Its Applications
DOI: https://doi.org/10.1007/1-84628-150-4
Publisher: Springer London
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: Springer-Verlag London 2005
Softcover ISBN: 978-1-84996-949-9Published: 14 March 2012
eBook ISBN: 978-1-84628-150-1Published: 28 November 2005
Series ISSN: 1431-7028
Edition Number: 1
Number of Pages: XVI, 488
Topics: Probability Theory and Stochastic Processes, Game Theory, Economics, Social and Behav. Sciences, Theoretical, Mathematical and Computational Physics, Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences, Electrical Engineering, Economic Theory/Quantitative Economics/Mathematical Methods