Introduction To Probabilistic Automata

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Introduction to Probabilistic Automata

Author : Azaria Paz
Publisher : Academic Press
ISBN 13 : 1483268578
Total Pages : 255 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Introduction to Probabilistic Automata by : Azaria Paz

Download or read book Introduction to Probabilistic Automata written by Azaria Paz and published by Academic Press. This book was released on 2014-05-10 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Probabilistic Automata deals with stochastic sequential machines, Markov chains, events, languages, acceptors, and applications. The book describes mathematical models of stochastic sequential machines (SSMs), stochastic input-output relations, and their representation by SSMs. The text also investigates decision problems and minimization-of-states problems arising from concepts of equivalence and coverings for SSMs. The book presents the theory of nonhomogeneous Markov chains and systems in mathematical terms, particularly in relation to asymptotic behavior, composition (direct sum or product), and decomposition. "Word functions," induced by Markov chains and valued Markov systems, involve characterization, equivalence, and representability by an underlying Markov chain or system. The text also discusses the closure properties of probabilistic languages, events and their relation to regular events, particularly with reference to definite, quasidefinite, and exclusive events. Probabilistic automata theory has applications in information theory, control, learning theory, pattern recognition, and time sharing in computer programming. Programmers, computer engineers, computer instructors, and students of computer science will find the collection highly valuable.

Probabilistic Cellular Automata

Author : Pierre-Yves Louis
Publisher : Springer
ISBN 13 : 3319655582
Total Pages : 350 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Probabilistic Cellular Automata by : Pierre-Yves Louis

Download or read book Probabilistic Cellular Automata written by Pierre-Yves Louis and published by Springer. This book was released on 2018-02-21 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Automata, Languages and Programming

Author : Fernando Orejas
Publisher : Springer Science & Business Media
ISBN 13 : 3540422870
Total Pages : 1098 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Automata, Languages and Programming by : Fernando Orejas

Download or read book Automata, Languages and Programming written by Fernando Orejas and published by Springer Science & Business Media. This book was released on 2001-06-27 with total page 1098 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 28th International Colloquium on Automata, Languages and Programming, ICALP 2001, held in Crete, Greece in July 2001. The 80 revised papers presented together with two keynote contributions and four invited papers were carefully reviewed and selected from a total of 208 submissions. The papers are organized in topical sections on algebraic and circuit complexity, algorithm analysis, approximation and optimization, complexity, concurrency, efficient data structures, graph algorithms, language theory, codes and automata, model checking and protocol analysis, networks and routing, reasoning and verification, scheduling, secure computation, specification and deduction, and structural complexity.

Learning Automata

Author : Kumpati S. Narendra
Publisher : Courier Corporation
ISBN 13 : 0486268462
Total Pages : 498 pages
Book Rating : 4.4/5 (862 download)

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Book Synopsis Learning Automata by : Kumpati S. Narendra

Download or read book Learning Automata written by Kumpati S. Narendra and published by Courier Corporation. This book was released on 2013-05-27 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: This self-contained introductory text on the behavior of learning automata focuses on how a sequential decision-maker with a finite number of choices responds in a random environment. Topics include fixed structure automata, variable structure stochastic automata, convergence, 0 and S models, nonstationary environments, interconnected automata and games, and applications of learning automata. A must for all students of stochastic algorithms, this treatment is the work of two well-known scientists and is suitable for a one-semester graduate course in automata theory and stochastic algorithms. This volume also provides a fine guide for independent study and a reference for students and professionals in operations research, computer science, artificial intelligence, and robotics. The authors have provided a new preface for this edition.

An Introduction to the Theory of Formal Languages and Automata

Author : Willem J. M. Levelt
Publisher : John Benjamins Publishing
ISBN 13 : 9027232504
Total Pages : 151 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis An Introduction to the Theory of Formal Languages and Automata by : Willem J. M. Levelt

Download or read book An Introduction to the Theory of Formal Languages and Automata written by Willem J. M. Levelt and published by John Benjamins Publishing. This book was released on 2008 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: The present text is a re-edition of Volume I of Formal Grammars in Linguistics and Psycholinguistics, a three-volume work published in 1974. This volume is an entirely self-contained introduction to the theory of formal grammars and automata, which hasn't lost any of its relevance. Of course, major new developments have seen the light since this introduction was first published, but it still provides the indispensible basic notions from which later work proceeded. The author's reasons for writing this text are still relevant: an introduction that does not suppose an acquaintance with sophisticated mathematical theories and methods, that is intended specifically for linguists and psycholinguists (thus including such topics as learnability and probabilistic grammars), and that provides students of language with a reference text for the basic notions in the theory of formal grammars and automata, as they keep being referred to in linguistic and psycholinguistic publications; the subject index of this introduction can be used to find definitions of a wide range of technical terms. An appendix has been added with further references to some of the core new developments since this book originally appeared.

Algebraic Theory of Automata Networks

Author : Pal Domosi
Publisher : SIAM
ISBN 13 : 9780898718492
Total Pages : 270 pages
Book Rating : 4.7/5 (184 download)

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Book Synopsis Algebraic Theory of Automata Networks by : Pal Domosi

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.

Foundations of Probabilistic Programming

Author : Gilles Barthe
Publisher : Cambridge University Press
ISBN 13 : 110848851X
Total Pages : 583 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Foundations of Probabilistic Programming by : Gilles Barthe

Download or read book Foundations of Probabilistic Programming written by Gilles Barthe and published by Cambridge University Press. This book was released on 2020-12-03 with total page 583 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of the theoretical underpinnings of modern probabilistic programming and presents applications in e.g., machine learning, security, and approximate computing. Comprehensive survey chapters make the material accessible to graduate students and non-experts. This title is also available as Open Access on Cambridge Core.

Efficient Parallel Algorithms

Author : Alan Gibbons
Publisher : Cambridge University Press
ISBN 13 : 9780521388412
Total Pages : 280 pages
Book Rating : 4.3/5 (884 download)

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Book Synopsis Efficient Parallel Algorithms by : Alan Gibbons

Download or read book Efficient Parallel Algorithms written by Alan Gibbons and published by Cambridge University Press. This book was released on 1989-11-24 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematics of Computing -- Parallelism.

Introduction to Automata Theory, Formal Languages and Computation

Author : Shyamalendu Kandar
Publisher : Pearson Education India
ISBN 13 : 9332516324
Total Pages : 657 pages
Book Rating : 4.3/5 (325 download)

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Book Synopsis Introduction to Automata Theory, Formal Languages and Computation by : Shyamalendu Kandar

Download or read book Introduction to Automata Theory, Formal Languages and Computation written by Shyamalendu Kandar and published by Pearson Education India. This book was released on 2013 with total page 657 pages. Available in PDF, EPUB and Kindle. Book excerpt: Formal languages and automata theory is the study of abstract machines and how these can be used for solving problems. The book has a simple and exhaustive approach to topics like automata theory, formal languages and theory of computation. These descriptions are followed by numerous relevant examples related to the topic. A brief introductory chapter on compilers explaining its relation to theory of computation is also given.

A Learning Strategy for a Class of Probabilistic Automata

Author : Lyle Amos Reibling
Publisher :
ISBN 13 :
Total Pages : 306 pages
Book Rating : 4.:/5 (971 download)

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Book Synopsis A Learning Strategy for a Class of Probabilistic Automata by : Lyle Amos Reibling

Download or read book A Learning Strategy for a Class of Probabilistic Automata written by Lyle Amos Reibling and published by . This book was released on 1983 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Validation of Stochastic Systems

Author : Christel Baier
Publisher : Springer
ISBN 13 : 3540246118
Total Pages : 473 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Validation of Stochastic Systems by : Christel Baier

Download or read book Validation of Stochastic Systems written by Christel Baier and published by Springer. This book was released on 2004-08-26 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: This tutorial volume presents a coherent and well-balanced introduction to the validation of stochastic systems; it is based on a GI/Dagstuhl research seminar. Supervised by the seminar organizers and volume editors, established researchers in the area as well as graduate students put together a collection of articles competently covering all relevant issues in the area. The lectures are organized in topical sections on: modeling stochastic systems, model checking of stochastic systems, representing large state spaces, deductive verification of stochastic systems.

Stability and Cut Points of Probabilistic Automata

Author : Gerald M. Flachs
Publisher :
ISBN 13 :
Total Pages : 196 pages
Book Rating : 4.3/5 (129 download)

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Book Synopsis Stability and Cut Points of Probabilistic Automata by : Gerald M. Flachs

Download or read book Stability and Cut Points of Probabilistic Automata written by Gerald M. Flachs and published by . This book was released on 1967 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Decision Problem of Finite State Probabilistic Automata

Author : Kuo An Chen
Publisher :
ISBN 13 :
Total Pages : 310 pages
Book Rating : 4.:/5 (634 download)

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Book Synopsis A Decision Problem of Finite State Probabilistic Automata by : Kuo An Chen

Download or read book A Decision Problem of Finite State Probabilistic Automata written by Kuo An Chen and published by . This book was released on 1971 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is shown that nonregular languages can be accepted by finite state probabilistic automata. For many years it was not known whether a finite state probabilistic automaton existed which would accept a context sensitive language that is not context free. Such a finite state probabilistic automaton is constructed and the above question is clarified. It is known that the problem of determining for an arbitrary finite state probabilistic automaton whether the set of words accepted by the automaton is regular, is recursively unsolvable. However, a related problem, namely to determine for an arbitrary finite state probabilistic automaton whether the total number of distinct state transition matrices of the automaton is finite, is solvable. An algorithm for solving this problem is presented in this report. The equivalent problem in mathematics is to decide when a stochastic semigroup with a finite number of generators is finite. In the process of presenting the algorithm, the concept of generalized permutation matrices is introduced. The set of generalized permutation matrices for a given matrix forms a semigroup, but not a group. The concept of generalized permutation matrices gives insight into the reason why a finite state probabilistic automaton has a finite number of distinct state transition matrices. (Author).

An Introduction to the Theory of Formal Languages and Automata

Author : W. J. Levelt
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 311088531X
Total Pages : 156 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis An Introduction to the Theory of Formal Languages and Automata by : W. J. Levelt

Download or read book An Introduction to the Theory of Formal Languages and Automata written by W. J. Levelt and published by Walter de Gruyter GmbH & Co KG. This book was released on 2019-03-18 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: No detailed description available for "An Introduction to the Theory of Formal Languages and Automata".

An Introduction to Probabilistic Modeling

Author : Pierre Bremaud
Publisher : Springer Science & Business Media
ISBN 13 : 1461210461
Total Pages : 222 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis An Introduction to Probabilistic Modeling by : Pierre Bremaud

Download or read book An Introduction to Probabilistic Modeling written by Pierre Bremaud and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to the basic concepts of probability theory: independence, expectation, convergence in law and almost-sure convergence. Short expositions of more advanced topics such as Markov Chains, Stochastic Processes, Bayesian Decision Theory and Information Theory.

Probabilistic automata

Author : Dmitriĭ Aleksandrovich Pospelov
Publisher :
ISBN 13 :
Total Pages : 100 pages
Book Rating : 4.:/5 (595 download)

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Book Synopsis Probabilistic automata by : Dmitriĭ Aleksandrovich Pospelov

Download or read book Probabilistic automata written by Dmitriĭ Aleksandrovich Pospelov and published by . This book was released on 1971 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Grammatical Inference

Author : Colin de la Higuera
Publisher : Cambridge University Press
ISBN 13 : 1139486683
Total Pages : 432 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Grammatical Inference by : Colin de la Higuera

Download or read book Grammatical Inference written by Colin de la Higuera and published by Cambridge University Press. This book was released on 2010-04-01 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: The problem of inducing, learning or inferring grammars has been studied for decades, but only in recent years has grammatical inference emerged as an independent field with connections to many scientific disciplines, including bio-informatics, computational linguistics and pattern recognition. This book meets the need for a comprehensive and unified summary of the basic techniques and results, suitable for researchers working in these various areas. In Part I, the objects of use for grammatical inference are studied in detail: strings and their topology, automata and grammars, whether probabilistic or not. Part II carefully explores the main questions in the field: What does learning mean? How can we associate complexity theory with learning? In Part III the author describes a number of techniques and algorithms that allow us to learn from text, from an informant, or through interaction with the environment. These concern automata, grammars, rewriting systems, pattern languages or transducers.