Cellular Automata Machines
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Cellular Automata Machines
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Author : Tommaso Toffoli
language : en
Publisher: MIT Press
Release Date : 1987
Cellular Automata Machines written by Tommaso Toffoli and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Computers categories.
Theory of Computation -- Computation by Abstracts Devices.
Cellular Automata Machines Unveiling Complexity In A Simulated World
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-05-20
Cellular Automata Machines Unveiling Complexity In A Simulated World written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-20 with Technology & Engineering categories.
Journey into the captivating world of cellular automata (CAs) and cellular automata machines (CAMs), where simple rules give rise to complex and dynamic patterns. Discover how these powerful computational models are revolutionizing our understanding of complex systems and opening up new frontiers in science, engineering, and art. This comprehensive book provides a thorough introduction to the fundamentals of CAs, exploring their diverse types, behaviors, and applications. Delve into the inner workings of CAMs, specialized computers designed to simulate CAs with unprecedented speed and flexibility. Uncover the profound implications of CAs in various fields, including physics, chemistry, biology, computer science, economics, and engineering. Witness how CAs are used to model everything from the behavior of fluids and gases to the evolution of life and the dynamics of social networks. Explore the cutting-edge research at the forefront of CA studies, including quantum CAs, higher-dimensional CAs, and the integration of CAs with machine learning and artificial intelligence. Discover the potential of CAs to revolutionize fields as diverse as urban planning, traffic control, manufacturing, healthcare, and environmental modeling. Written in an engaging and accessible style, this book is an essential resource for scientists, engineers, mathematicians, and anyone fascinated by the intricate workings of complex systems. Embark on an intellectual journey through the world of cellular automata and CAMs, and gain a deeper understanding of the universe we live in. **Key Features:** * Comprehensive introduction to cellular automata and cellular automata machines * Exploration of the diverse types, behaviors, and applications of CAs * In-depth examination of the architecture, programming, and capabilities of CAMs * Detailed overview of the latest research and advancements in CA studies * Real-world examples and case studies showcasing the practical applications of CAs and CAMs This book is your gateway to understanding the fascinating world of cellular automata and cellular automata machines. Prepare to be amazed by their power and potential as you embark on this journey of discovery. If you like this book, write a review on google books!
New Kind Of Machine Learning Cellular Automata Model
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Author : Parimal Pal Chaudhuri
language : en
Publisher: Springer Nature
Release Date : 2025-04-25
New Kind Of Machine Learning Cellular Automata Model written by Parimal Pal Chaudhuri and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-25 with Computers categories.
This book introduces the CAML model, a novel integration of Cellular Automata (CA) and Machine Learning (ML), designed to deliver efficient computation with minimal training data and low computing resources. CAML operates through two key perspectives: one where CA is enhanced by ML to handle complex non-linear evolution, and another where CA strengthens ML by leveraging linear CA evolution to process linear functions effectively. The book focuses on real-world applications of CA, such as in Computational Biology, where CAML models protein chains to predict mutations linked to human diseases, using carefully designed CA rule sequences for each amino acid. Another significant application is in multi-language Sentiment Analysis, where the model analyzes text in five languages (Hindi, Arabic, English, Greek, and Georgian), without relying on pre-trained language models. CAML uses CA rules for Unicode character modeling, offering a transparent, interpretable prediction algorithm. Overall, CAML aims to drive industrial and societal applications of CA, with an emphasis on transparent results and efficient hardware design through CA’s regular, modular, and scalable structure.
Cellular Automata And Modeling Of Complex Physical Systems
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Author : Paul Manneville
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Cellular Automata And Modeling Of Complex Physical Systems written by Paul Manneville and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Science categories.
Cellular automata are fully discrete dynamical systems with dynamical variables defined at the nodes of a lattice and taking values in a finite set. Application of a local transition rule at each lattice site generates the dynamics. The interpretation of systems with a large number of degrees of freedom in terms of lattice gases has received considerable attention recently due to the many applications of this approach, e.g. for simulating fluid flows under nearly realistic conditions, for modeling complex microscopic natural phenomena such as diffusion-reaction or catalysis, and for analysis of pattern-forming systems. The discussion in this book covers aspects of cellular automata theory related to general problems of information theory and statistical physics, lattice gas theory, direct applications, problems arising in the modeling of microscopic physical processes, complex macroscopic behavior (mostly in connection with turbulence), and the design of special-purpose computers.
Game Of Life Cellular Automata
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Author : Andrew Adamatzky
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-06-14
Game Of Life Cellular Automata written by Andrew Adamatzky and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-06-14 with Computers categories.
In the late 1960s British mathematician John Conway invented a virtual mathematical machine that operates on a two-dimensional array of square cell. Each cell takes two states, live and dead. The cells’ states are updated simultaneously and in discrete time. A dead cell comes to life if it has exactly three live neighbours. A live cell remains alive if two or three of its neighbours are alive, otherwise the cell dies. Conway’s Game of Life became the most programmed solitary game and the most known cellular automaton. The book brings together results of forty years of study into computational, mathematical, physical and engineering aspects of The Game of Life cellular automata. Selected topics include phenomenology and statistical behaviour; space-time dynamics on Penrose tilling and hyperbolic spaces; generation of music; algebraic properties; modelling of financial markets; semi-quantum extensions; predicting emergence; dual-graph based analysis; fuzzy, limit behaviour and threshold scaling; evolving cell-state transition rules; localization dynamics in quasi-chemical analogues of GoL; self-organisation towards criticality; asynochrous implementations. The volume is unique because it gives a comprehensive presentation of the theoretical and experimental foundations, cutting-edge computation techniques and mathematical analysis of the fabulously complex, self-organized and emergent phenomena defined by incredibly simple rules.
Cellular Automata And Discrete Complex Systems
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Author : Jan M. Baetens
language : en
Publisher: Springer
Release Date : 2018-06-15
Cellular Automata And Discrete Complex Systems written by Jan M. Baetens and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-15 with Computers categories.
This volume constitutes the thoroughly refereed proceedings of the 24th IFIP WG 1.5 International Workshop on Cellular Automata and Discrete Complex Systems, AUTOMATA 2018, held in Ghent, Belgium, in June 2018.The 10 regular papers presented in this book were carefully reviewed and selected from a total of 16 submissions. The papers highlight the major advances in the field and the development of new tools, support the development of theory and applications of CA and DCS and identify and study within an inter- and multidisciplinary context, the important fundamental aspects, concepts, notions and problems concerning CA and DCS.
Cellular Automata And Groups
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Author : Tullio Ceccherini-Silberstein
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-08-24
Cellular Automata And Groups written by Tullio Ceccherini-Silberstein and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-08-24 with Computers categories.
Cellular automata were introduced in the first half of the last century by John von Neumann who used them as theoretical models for self-reproducing machines. The authors present a self-contained exposition of the theory of cellular automata on groups and explore its deep connections with recent developments in geometric group theory, symbolic dynamics, and other branches of mathematics and theoretical computer science. The topics treated include in particular the Garden of Eden theorem for amenable groups, and the Gromov-Weiss surjunctivity theorem as well as the solution of the Kaplansky conjecture on the stable finiteness of group rings for sofic groups. The volume is entirely self-contained, with 10 appendices and more than 300 exercises, and appeals to a large audience including specialists as well as newcomers in the field. It provides a comprehensive account of recent progress in the theory of cellular automata based on the interplay between amenability, geometric and combinatorial group theory, symbolic dynamics and the algebraic theory of group rings which are treated here for the first time in book form.
Cellular Automata
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Author : Howard Gutowitz
language : en
Publisher: MIT Press
Release Date : 1991
Cellular Automata written by Howard Gutowitz and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Computers categories.
The thirty four contributions in this book cover many aspects of contemporary studies on cellular automata and include reviews, research reports, and guides to recent literature and available software. Cellular automata, dynamic systems in which space and time are discrete, are yielding interesting applications in both the physical and natural sciences. The thirty four contributions in this book cover many aspects of contemporary studies on cellular automata and include reviews, research reports, and guides to recent literature and available software. Chapters cover mathematical analysis, the structure of the space of cellular automata, learning rules with specified properties: cellular automata in biology, physics, chemistry, and computation theory; and generalizations of cellular automata in neural nets, Boolean nets, and coupled map lattices.Current work on cellular automata may be viewed as revolving around two central and closely related problems: the forward problem and the inverse problem. The forward problem concerns the description of properties of given cellular automata. Properties considered include reversibility, invariants, criticality, fractal dimension, and computational power. The role of cellular automata in computation theory is seen as a particularly exciting venue for exploring parallel computers as theoretical and practical tools in mathematical physics. The inverse problem, an area of study gaining prominence particularly in the natural sciences, involves designing rules that possess specified properties or perform specified task. A long-term goal is to develop a set of techniques that can find a rule or set of rules that can reproduce quantitative observations of a physical system. Studies of the inverse problem take up the organization and structure of the set of automata, in particular the parameterization of the space of cellular automata. Optimization and learning techniques, like the genetic algorithm and adaptive stochastic cellular automata are applied to find cellular automaton rules that model such physical phenomena as crystal growth or perform such adaptive-learning tasks as balancing an inverted pole.Howard Gutowitz is Collaborateur in the Service de Physique du Solide et Résonance Magnetique, Commissariat a I'Energie Atomique, Saclay, France.
Cellular Automata In Hyperbolic Spaces
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Author : Maurice Margenstern
language : en
Publisher: Archives contemporaines
Release Date : 2007
Cellular Automata In Hyperbolic Spaces written by Maurice Margenstern and has been published by Archives contemporaines this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Cellular automata categories.
Bio Inspired Computing Machines
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Author : Daniel Mange
language : en
Publisher: EPFL Press
Release Date : 1998-01-01
Bio Inspired Computing Machines written by Daniel Mange and has been published by EPFL Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-01-01 with Biological systems categories.