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Author : Françoise Fogelman Soulié
Publisher : Manchester University Press
ISBN 13 : 9780719022098
Total Pages : 304 pages
Book Rating : 4.0/5 (22 download)
Download or read book Automata Networks in Computer Science written by Françoise Fogelman Soulié and published by Manchester University Press. This book was released on 1987 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Pal Domosi
Publisher : SIAM
ISBN 13 : 9780898718492
Total Pages : 270 pages
Book Rating : 4.7/5 (184 download)
Download or read book Algebraic Theory of Automata Networks written by Pal Domosi and published by SIAM. This book was released on 2005-01-01 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Investigates automata networks as algebraic structures and develops their theory in line with other algebraic theories, such as those of semigroups, groups, rings, and fields. The authors also investigate automata networks as products of automata, that is, as compositions of automata obtained by cascading without feedback or with feedback of various restricted types or, most generally, with the feedback dependencies controlled by an arbitrary directed graph. They survey and extend the fundamental results in regard to automata networks, including the main decomposition theorems of Letichevsky, of Krohn and Rhodes, and of others.
Author : E. Goles
Publisher : Springer Science & Business Media
ISBN 13 : 9400905297
Total Pages : 259 pages
Book Rating : 4.4/5 (9 download)
Download or read book Neural and Automata Networks written by E. Goles and published by Springer Science & Business Media. This book was released on 2013-03-07 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Et moi ..., si j'avait Sll comment en revenir. One sennce mathematics has rendered the human race. It has put common sense back je n'y serais point alle.' Jules Verne whe", it belongs, on the topmost shelf next to the dusty canister labelled 'discarded non- The series is divergent; therefore we may be smse'. able to do something with it. Eric T. Bell O. Heaviside Mathematics is a tool for thought. A highly necessary tool in a world where both feedback and non linearities abound. Similarly, all kinds of parts of mathematics serve as tools for other parts and for other sciences. Applying a simple rewriting rule to the quote on the right above one finds such statements as: 'One service topology has rendered mathematical physics .. .'; 'One service logic has rendered com puter science .. .'; 'One service category theory has rendered mathematics .. .'. All arguably true. And all statements obtainable this way form part of the raison d'!ltre of this series
Author : C. Choffrut
Publisher : Springer Science & Business Media
ISBN 13 : 9783540194446
Total Pages : 140 pages
Book Rating : 4.1/5 (944 download)
Download or read book Automata Networks written by C. Choffrut and published by Springer Science & Business Media. This book was released on 1988-06-22 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the proceedings of the 14th Spring School of the LITP (Laboratoire d`Informatique Thorique et de Programmation, Universit Paris VI-VII, CNRS) held May 12-16, 1986 in Argels-Village on the French Catalan coast. This meeting was organized by C. Choffrut, M. Nivat, F. Robert, P. Sall and gathered a hundred participants. The proceedings of the last two Spring Schools have already been published in this series and deal with "Automata on Infinite Words" (LNCS 192) and "Combinators and Functional Programming Languages" (LNCS 242). The purpose of this yearly meeting is to present the state of the art in a specific topic which has gained considerable maturity. The field chosen this year was the theory of automata networks. Though the content of this book is essentially restricted to computer science aspects of the topic, illustrations were given at the meeting on how the model of cellular automata could be used to solve problems in statistical, fluid and solid state mechanics. Applications to biology with growth models also exist
Author : M.A.L. Thathachar
Publisher : Springer Science & Business Media
ISBN 13 : 1441990526
Total Pages : 275 pages
Book Rating : 4.4/5 (419 download)
Download or read book Networks of Learning Automata written by M.A.L. Thathachar and published by Springer Science & Business Media. This book was released on 2011-06-27 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: Networks of Learning Automata: Techniques for Online Stochastic Optimization is a comprehensive account of learning automata models with emphasis on multiautomata systems. It considers synthesis of complex learning structures from simple building blocks and uses stochastic algorithms for refining probabilities of selecting actions. Mathematical analysis of the behavior of games and feedforward networks is provided. Algorithms considered here can be used for online optimization of systems based on noisy measurements of performance index. Also, algorithms that assure convergence to the global optimum are presented. Parallel operation of automata systems for improving speed of convergence is described. The authors also include extensive discussion of how learning automata solutions can be constructed in a variety of applications.
Author : Alireza Rezvanian
Publisher : Springer
ISBN 13 : 3319724282
Total Pages : 471 pages
Book Rating : 4.3/5 (197 download)
Download or read book Recent Advances in Learning Automata written by Alireza Rezvanian and published by Springer. This book was released on 2018-01-17 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book collects recent theoretical advances and concrete applications of learning automata (LAs) in various areas of computer science, presenting a broad treatment of the computer science field in a survey style. Learning automata (LAs) have proven to be effective decision-making agents, especially within unknown stochastic environments. The book starts with a brief explanation of LAs and their baseline variations. It subsequently introduces readers to a number of recently developed, complex structures used to supplement LAs, and describes their steady-state behaviors. These complex structures have been developed because, by design, LAs are simple units used to perform simple tasks; their full potential can only be tapped when several interconnected LAs cooperate to produce a group synergy. In turn, the next part of the book highlights a range of LA-based applications in diverse computer science domains, from wireless sensor networks, to peer-to-peer networks, to complex social networks, and finally to Petri nets. The book accompanies the reader on a comprehensive journey, starting from basic concepts, continuing to recent theoretical findings, and ending in the applications of LAs in problems from numerous research domains. As such, the book offers a valuable resource for all computer engineers, scientists, and students, especially those whose work involves the reinforcement learning and artificial intelligence domains.
Author : Pal Domosi
Publisher : SIAM
ISBN 13 : 0898715695
Total Pages : 265 pages
Book Rating : 4.8/5 (987 download)
Download or read book Algebraic Theory of Automata Networks written by Pal Domosi and published by SIAM. This book was released on 2005-01-01 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book investigates automata networks as algebraic structures and develops their theory in line with other algebraic theories.
Author : Juraj Hromkovič
Publisher : Springer Science & Business Media
ISBN 13 : 9783540140153
Total Pages : 336 pages
Book Rating : 4.1/5 (41 download)
Download or read book Theoretical Computer Science written by Juraj Hromkovič and published by Springer Science & Business Media. This book was released on 2003-09-18 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Juraj Hromkovic takes the reader on an elegant route through the theoretical fundamentals of computer science. The author shows that theoretical computer science is a fascinating discipline, full of spectacular contributions and miracles. The book also presents the development of the computer scientist's way of thinking as well as fundamental concepts such as approximation and randomization in algorithmics, and the basic ideas of cryptography and interconnection network design.
Author : Max Garzon
Publisher : Springer Science & Business Media
ISBN 13 : 3642779050
Total Pages : 284 pages
Book Rating : 4.6/5 (427 download)
Download or read book Models of Massive Parallelism written by Max Garzon and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Locality is a fundamental restriction in nature. On the other hand, adaptive complex systems, life in particular, exhibit a sense of permanence and time lessness amidst relentless constant changes in surrounding environments that make the global properties of the physical world the most important problems in understanding their nature and structure. Thus, much of the differential and integral Calculus deals with the problem of passing from local information (as expressed, for example, by a differential equation, or the contour of a region) to global features of a system's behavior (an equation of growth, or an area). Fundamental laws in the exact sciences seek to express the observable global behavior of physical objects through equations about local interaction of their components, on the assumption that the continuum is the most accurate model of physical reality. Paradoxically, much of modern physics calls for a fundamen tal discrete component in our understanding of the physical world. Useful computational models must be eventually constructed in hardware, and as such can only be based on local interaction of simple processing elements.
Author : Samira El Yacoubi
Publisher : Springer Science & Business Media
ISBN 13 : 3540409297
Total Pages : 750 pages
Book Rating : 4.5/5 (44 download)
Download or read book Cellular Automata written by Samira El Yacoubi and published by Springer Science & Business Media. This book was released on 2006-09-19 with total page 750 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th International Conference on Cellular Automata for Research and Industry, ACRI 2006. The book presents 53 revised full papers and 19 revised poster papers together with 6 invited lectures. Topical sections include CA theory and implementation, computational theory, population dynamics, physical modeling, urban, environmental and social modeling, traffic and boolean networks, multi-agents and robotics, as well as crowds and cellular automata, and more.
Author : Jean-Pierre Aubin
Publisher : Cambridge University Press
ISBN 13 : 9780521445320
Total Pages : 306 pages
Book Rating : 4.4/5 (453 download)
Download or read book Neural Networks and Qualitative Physics written by Jean-Pierre Aubin and published by Cambridge University Press. This book was released on 1996-03-29 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is devoted to some mathematical methods that arise in two domains of artificial intelligence: neural networks and qualitative physics. Professor Aubin makes use of control and viability theory in neural networks and cognitive systems, regarded as dynamical systems controlled by synaptic matrices, and set-valued analysis that plays a natural and crucial role in qualitative analysis and simulation. This allows many examples of neural networks to be presented in a unified way. In addition, several results on the control of linear and nonlinear systems are used to obtain a "learning algorithm" of pattern classification problems, such as the back-propagation formula, as well as learning algorithms of feedback regulation laws of solutions to control systems subject to state constraints.
Author : Elisabetta De Maria
Publisher : John Wiley & Sons
ISBN 13 : 1119716535
Total Pages : 468 pages
Book Rating : 4.1/5 (197 download)
Download or read book Systems Biology Modelling and Analysis written by Elisabetta De Maria and published by John Wiley & Sons. This book was released on 2022-12-13 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: Describes important modelling and computational methods for systems biology research to enable practitioners to select and use the most suitable technique Systems Biology Modelling and Analysis provides an overview of state-of-the-art techniques and introduces related tools and practices to formalize models and automate reasoning for systems biology. The authors present and compare the main formal methods used in systems biology for modelling biological networks, including discussion of their advantages, drawbacks, and main applications. Each chapter includes an intuitive presentation of the specific formalism, a brief history of the formalism and of its applications in systems biology, a formal description of the formalism and its variants, at least one realistic case study, some applications of formal techniques to validate and make deep analysis of models encoded with the formalism, and a discussion on the kind of biological systems for which the formalism is suited, along with concrete ideas on its possible evolution. Written by a highly qualified author with significant experience in the field, some of the methods and techniques covered in Systems Biology Modelling and Analysis include: ● Petri nets, an important tool for studying different aspects of biological systems, ranging from simple signaling pathways to metabolic networks and beyond ● Pathway Logic, a formal, rule-based system and interactive viewer for developing executable models of cellular processes ● Boolean networks, a mathematical model which has been widely used for decades in the context of biological regulation networks ● Answer Set Programming (ASP), which has proven to be a strong logic programming paradigm to deal with the inherent complexity of biological models For systems biologists, biochemists, bioinformaticians, molecular biologists, pharmacologists, and computer scientists, Systems Biology Modelling and Analysis is a comprehensive all-in-one resource to understand and harness the field’s current models and techniques while also preparing for their potential developments in coming years with the help of the author’s expert insight.
Author : Nunes de Castro, Leandro
Publisher : IGI Global
ISBN 13 : 1466615753
Total Pages : 435 pages
Book Rating : 4.4/5 (666 download)
Download or read book Nature-Inspired Computing Design, Development, and Applications written by Nunes de Castro, Leandro and published by IGI Global. This book was released on 2012-05-31 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: The observation of nature has been the inspiration for many materials, laws, and theories, as well as computational methods. Nature-Inspired computing Design, Development, and Applications covers all the main areas of natural computing, from methods to computationally synthesized natural phenomena, to computing paradigms based on natural materials. This volume is comprised of ideas and research from nature to develop computational systems or materials to perform computation. Researchers, academic educators, and professionals will find a comprehensive view of all aspects of natural computing with emphasis on its main branches.
Author : Rudolf Fleischer
Publisher : Springer Science & Business Media
ISBN 13 : 3540241310
Total Pages : 951 pages
Book Rating : 4.5/5 (42 download)
Download or read book Algorithms and Computation written by Rudolf Fleischer and published by Springer Science & Business Media. This book was released on 2004-12-03 with total page 951 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 15th International Symposium on Algorithms and Computation, ISAAC 2004, held in Hong Kong, China in December 2004. The 76 revised full papers presented were carefully reviewed and selected from 226 submissions. Among the topics addressed are computational geometry, graph computations, computational combinatorics, combinatorial optimization, computational complexity, scheduling, distributed algorithms, parallel algorithms, data structures, network optimization, randomized algorithms, and computational mathematics more generally.
Author : Gerard Weisbuch
Publisher : CRC Press
ISBN 13 : 0429697554
Total Pages : 207 pages
Book Rating : 4.4/5 (296 download)
Download or read book Complex Systems Dynamics (volume Ii) written by Gerard Weisbuch and published by CRC Press. This book was released on 2019-03-01 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an accessible introduction to complex systems viewed as networks of automata, using primarily examples drawn from the physics of disordered systems, neural networks, and the origins of life. It is helpful for readers with a university education in science or engineering.
Author : Paul Smolensky
Publisher : Psychology Press
ISBN 13 : 1134773013
Total Pages : 890 pages
Book Rating : 4.1/5 (347 download)
Download or read book Mathematical Perspectives on Neural Networks written by Paul Smolensky and published by Psychology Press. This book was released on 2013-05-13 with total page 890 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent years have seen an explosion of new mathematical results on learning and processing in neural networks. This body of results rests on a breadth of mathematical background which even few specialists possess. In a format intermediate between a textbook and a collection of research articles, this book has been assembled to present a sample of these results, and to fill in the necessary background, in such areas as computability theory, computational complexity theory, the theory of analog computation, stochastic processes, dynamical systems, control theory, time-series analysis, Bayesian analysis, regularization theory, information theory, computational learning theory, and mathematical statistics. Mathematical models of neural networks display an amazing richness and diversity. Neural networks can be formally modeled as computational systems, as physical or dynamical systems, and as statistical analyzers. Within each of these three broad perspectives, there are a number of particular approaches. For each of 16 particular mathematical perspectives on neural networks, the contributing authors provide introductions to the background mathematics, and address questions such as: * Exactly what mathematical systems are used to model neural networks from the given perspective? * What formal questions about neural networks can then be addressed? * What are typical results that can be obtained? and * What are the outstanding open problems? A distinctive feature of this volume is that for each perspective presented in one of the contributed chapters, the first editor has provided a moderately detailed summary of the formal results and the requisite mathematical concepts. These summaries are presented in four chapters that tie together the 16 contributed chapters: three develop a coherent view of the three general perspectives -- computational, dynamical, and statistical; the other assembles these three perspectives into a unified overview of the neural networks field.
Author : Andrew Adamatzky
Publisher : Springer Nature
ISBN 13 : 303092551X
Total Pages : 478 pages
Book Rating : 4.0/5 (39 download)
Download or read book Automata and Complexity written by Andrew Adamatzky and published by Springer Nature. This book was released on 2022-04-19 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book commemorates Eric Goles’s achievements in science and engineering. Eric Goles is one of the world leaders in the field of automata and complexity. His groundbreaking discoveries are in the theory and analysis of complex systems, particularly in the field of discrete systems dynamics such as neural networks, automata networks, majority networks, bootstrap percolation models, cellular automata, computational complexity theory, discrete mathematics, and theoretical computer science. Topics include cellular automata, complex networks, models of computation, expansive systems, sandpile automata, Penrose tilings, Boolean automata, models of infection, Fibonacci trees, dominos, reversible automata, and fungal automata. The chapters are authored by world leaders in computer science, physics, mathematics, and engineering. The book will be a pleasure to explore for readers from all walks of life, from undergraduate students to university professors, from mathematicians, computer scientists, and engineers to chemists and biologists.
