Probabilistic Cellular Automata

Theory, Applications and Future Perspectives

Nonfiction, Science & Nature, Mathematics, Statistics, Technology
Cover of the book Probabilistic Cellular Automata by , Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9783319655581
Publisher: Springer International Publishing Publication: February 21, 2018
Imprint: Springer Language: English
Author:
ISBN: 9783319655581
Publisher: Springer International Publishing
Publication: February 21, 2018
Imprint: Springer
Language: English

This book explores Probabilistic Cellular Automata (PCA) from the perspectives of statistical mechanics, probability theory, computational biology and computer science. PCA are extensions of the well-known Cellular Automata models of complex systems, characterized by random updating rules. Thanks to their probabilistic component, PCA offer flexible computing tools for complex numerical constructions, and realistic simulation tools for phenomena driven by interactions among a large number of neighboring structures. PCA are currently being used in various fields, ranging from pure probability to the social sciences and including a wealth of scientific and technological applications. This situation has produced a highly diversified pool of theoreticians, developers and practitioners whose interaction is highly desirable but can be hampered by differences in jargon and focus. This book – just as the workshop on which it is based – is an attempt to overcome these difference and foster interest among newcomers and interaction between practitioners from different fields. It is not intended as a treatise, but rather as a gentle introduction to the role and relevance of PCA technology, illustrated with a number of applications in probability, statistical mechanics, computer science, the natural sciences and dynamical systems. As such, it will be of interest to students and non-specialists looking to enter the field and to explore its challenges and open issues.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book explores Probabilistic Cellular Automata (PCA) from the perspectives of statistical mechanics, probability theory, computational biology and computer science. PCA are extensions of the well-known Cellular Automata models of complex systems, characterized by random updating rules. Thanks to their probabilistic component, PCA offer flexible computing tools for complex numerical constructions, and realistic simulation tools for phenomena driven by interactions among a large number of neighboring structures. PCA are currently being used in various fields, ranging from pure probability to the social sciences and including a wealth of scientific and technological applications. This situation has produced a highly diversified pool of theoreticians, developers and practitioners whose interaction is highly desirable but can be hampered by differences in jargon and focus. This book – just as the workshop on which it is based – is an attempt to overcome these difference and foster interest among newcomers and interaction between practitioners from different fields. It is not intended as a treatise, but rather as a gentle introduction to the role and relevance of PCA technology, illustrated with a number of applications in probability, statistical mechanics, computer science, the natural sciences and dynamical systems. As such, it will be of interest to students and non-specialists looking to enter the field and to explore its challenges and open issues.

More books from Springer International Publishing

Cover of the book Managing Agile by
Cover of the book Lab-on-a-Chip Devices and Micro-Total Analysis Systems by
Cover of the book Gender Budgeting in Europe by
Cover of the book Life History Evolution and Sociology by
Cover of the book Euro-Par 2018: Parallel Processing Workshops by
Cover of the book Determinants of Economic Growth in Africa by
Cover of the book Simulating Social Complexity by
Cover of the book Academic Promotion for Clinicians by
Cover of the book E-Business and Telecommunications by
Cover of the book Finite Frequency Analysis and Synthesis for Singularly Perturbed Systems by
Cover of the book Psychosocial Factors in Arthritis by
Cover of the book ABC Transporters - 40 Years on by
Cover of the book Fiber-Wireless Convergence in Next-Generation Communication Networks by
Cover of the book Geology, Chemistry and Genesis of Thermal Springs of Odisha, India by
Cover of the book Laborpraxis Band 3: Trennungsmethoden by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy