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 The Olive Tree Genome by
Cover of the book Reproductive Diversity of Plants by
Cover of the book Numerical Mathematics and Advanced Applications ENUMATH 2017 by
Cover of the book Alternative Schooling and Student Engagement by
Cover of the book Mobile Media Technologies and Poiēsis by
Cover of the book Contemporary Research and Perspectives on Early Childhood Mathematics Education by
Cover of the book Translation in the Public Sphere by
Cover of the book Reachability Problems by
Cover of the book Logic Programming and Nonmonotonic Reasoning by
Cover of the book Welfare Beyond the Welfare State by
Cover of the book Performance Evaluation and Benchmarking for the Era of Artificial Intelligence by
Cover of the book Development of Infrared Techniques for Practical Defect Identification in Bonded Joints by
Cover of the book Russia and the European Union by
Cover of the book Design, User Experience, and Usability: Design Thinking and Methods by
Cover of the book Combinatorics on Words 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