New Topics In Learning Automata Theory And Applications

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Recent Advances in Learning Automata

Author : Alireza Rezvanian
Publisher : Springer
ISBN 13 : 3319724282
Total Pages : 471 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Recent Advances in Learning Automata by : Alireza Rezvanian

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.

Cellular Learning Automata: Theory and Applications

Author : Reza Vafashoar
Publisher : Springer Nature
ISBN 13 : 3030531414
Total Pages : 377 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Cellular Learning Automata: Theory and Applications by : Reza Vafashoar

Download or read book Cellular Learning Automata: Theory and Applications written by Reza Vafashoar and published by Springer Nature. This book was released on 2020-07-24 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights both theoretical and applied advances in cellular learning automata (CLA), a type of hybrid computational model that has been successfully employed in various areas to solve complex problems and to model, learn, or simulate complicated patterns of behavior. Owing to CLA’s parallel and learning abilities, it has proven to be quite effective in uncertain, time-varying, decentralized, and distributed environments. The book begins with a brief introduction to various CLA models, before focusing on recently developed CLA variants. In turn, the research areas related to CLA are addressed as bibliometric network analysis perspectives. The next part of the book presents CLA-based solutions to several computer science problems in e.g. static optimization, dynamic optimization, wireless networks, mesh networks, and cloud computing. Given its scope, the book is well suited for all researchers in the fields of artificial intelligence and reinforcement learning.

Language and Automata Theory and Applications

Author : Shmuel Tomi Klein
Publisher : Springer
ISBN 13 : 3319773135
Total Pages : 331 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Language and Automata Theory and Applications by : Shmuel Tomi Klein

Download or read book Language and Automata Theory and Applications written by Shmuel Tomi Klein and published by Springer. This book was released on 2018-04-03 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 12th International Conference on Language and Automata Theory and Applications, LATA 2018, held in Ramat Gan, Israel, in April 2018.The 20 revised full papers presented together with 3 invited papers were carefully reviewed and selected from 58 submissions. The papers cover fields like algebraic language theory, algorithms for semi-structured data mining, algorithms on automata and words, automata and logic, automata for system analysis and programme verification, automata networks, automatic structures, codes, combinatorics on words, computational complexity, concurrency and Petri nets, data and image compression, descriptional complexity, foundations of finite state technology, foundations of XML, grammars (Chomsky hierarchy, contextual, unification, categorial, etc.), grammatical inference and algorithmic learning, graphs and graph transformation, language varieties and semigroups, language-based cryptography, mathematical and logical foundations of programming methodologies, parallel and regulated rewriting, parsing, patterns, power series, string processing algorithms, symbolic dynamics, term rewriting, transducers, trees, tree languages and tree automata, and weighted automata.

Learning Automata

Author : Kumpati S. Narendra
Publisher : Courier Corporation
ISBN 13 : 0486498778
Total Pages : 498 pages
Book Rating : 4.4/5 (864 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 2012-12-19 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: This self-contained introductorytext on the behavior of learningautomata focuses on howa sequential decision-makerwith a finite number of choiceswould respond in a random environment. A must for all studentsof stochastic algorithms, this treatment is the workof two well-known scientists, one of whom provides a newIntroduction.Reprint of the Prentice-Hall, Inc, Englewood Cliffs, NewJersey, 1989 edition.

Automata Theory with Modern Applications

Author : James A. Anderson
Publisher : Cambridge University Press
ISBN 13 : 1139458213
Total Pages : 3 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Automata Theory with Modern Applications by : James A. Anderson

Download or read book Automata Theory with Modern Applications written by James A. Anderson and published by Cambridge University Press. This book was released on 2006-06-22 with total page 3 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent applications to biomolecular science and DNA computing have created a new audience for automata theory and formal languages. This is the only introductory book to cover such applications. It begins with a clear and readily understood exposition of the fundamentals that assumes only a background in discrete mathematics. The first five chapters give a gentle but rigorous coverage of basic ideas as well as topics not found in other texts at this level, including codes, retracts and semiretracts. Chapter 6 introduces combinatorics on words and uses it to describe a visually inspired approach to languages. The final chapter explains recently-developed language theory coming from developments in bioscience and DNA computing. With over 350 exercises (for which solutions are available), many examples and illustrations, this text will make an ideal contemporary introduction for students; others, new to the field, will welcome it for self-learning.

Modern Applications Of Automata Theory

Author : Priti Shankar
Publisher : World Scientific
ISBN 13 : 9814468320
Total Pages : 673 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Modern Applications Of Automata Theory by : Priti Shankar

Download or read book Modern Applications Of Automata Theory written by Priti Shankar and published by World Scientific. This book was released on 2012-05-24 with total page 673 pages. Available in PDF, EPUB and Kindle. Book excerpt: Automata theory has come into prominence in recent years with a plethora of applications in fields ranging from verification to XML processing and file compression. In fact, the 2007 Turing Award was awarded to Clarke, Emerson and Sifakis for their pioneering work on model-checking techniques. To the best of our knowledge, there is no single book that covers the vast range of applications of automata theory targeted at a mature student audience. This book is intended to fill that gap and can be used as an intermediate-level textbook. It begins with a detailed treatment of foundational material not normally covered in a beginner's course in automata theory, and then rapidly moves on to applications. The book is largely devoted to verification and model checking, and contains material that is at the cutting edge of verification technology. It will be an invaluable reference for software practitioners working in this area.

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.

New Topics in Learning Automata Theory and Applications

Author : Norio Baba
Publisher : Springer
ISBN 13 : 9783662201596
Total Pages : 136 pages
Book Rating : 4.2/5 (15 download)

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Book Synopsis New Topics in Learning Automata Theory and Applications by : Norio Baba

Download or read book New Topics in Learning Automata Theory and Applications written by Norio Baba and published by Springer. This book was released on 2014-03-12 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Cellular Automata

Author : Howard Gutowitz
Publisher : MIT Press
ISBN 13 : 9780262570862
Total Pages : 510 pages
Book Rating : 4.5/5 (78 download)

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Book Synopsis Cellular Automata by : Howard Gutowitz

Download or read book Cellular Automata written by Howard Gutowitz and published by MIT Press. This book was released on 1991 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Introduction to Computer Theory

Author : Daniel I. A. Cohen
Publisher : John Wiley & Sons
ISBN 13 : 0471137723
Total Pages : 661 pages
Book Rating : 4.4/5 (711 download)

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Book Synopsis Introduction to Computer Theory by : Daniel I. A. Cohen

Download or read book Introduction to Computer Theory written by Daniel I. A. Cohen and published by John Wiley & Sons. This book was released on 1996-10-25 with total page 661 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text strikes a good balance between rigor and an intuitive approach to computer theory. Covers all the topics needed by computer scientists with a sometimes humorous approach that reviewers found "refreshing". It is easy to read and the coverage of mathematics is fairly simple so readers do not have to worry about proving theorems.

Additive Cellular Automata

Author : Parimal Pal Chaudhuri
Publisher : John Wiley & Sons
ISBN 13 : 9780818677175
Total Pages : 372 pages
Book Rating : 4.6/5 (771 download)

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Book Synopsis Additive Cellular Automata by : Parimal Pal Chaudhuri

Download or read book Additive Cellular Automata written by Parimal Pal Chaudhuri and published by John Wiley & Sons. This book was released on 1997-07-11 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an extensive survey and report of related research on important developments in cellular automata (CA) theory. The authors introduce you to this theory in a comprehensive manner that will help you understand the basics of CA and be prepared for further research. They illustrate the matrix algebraic tools that characterize group CA and help develop its applications in the field of VLSI testing. The text examines schemes based on easily testable FSM, bit-error correcting code, byte error correcting code, and characterization of 2D cellular automata. In addition, it looks into CA-based universal pattern generation, data encryption, and synthesis of easily testable combinational logic. The book covers new characterizations of group CA behavior, CA-based tools for fault diagnosis, and a wide variety of applications to solve real-life problems.

Knowledge-Based Intelligent Information and Engineering Systems

Author : Mircea Gh. Negoita
Publisher : Springer
ISBN 13 : 3540301321
Total Pages : 1337 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Knowledge-Based Intelligent Information and Engineering Systems by : Mircea Gh. Negoita

Download or read book Knowledge-Based Intelligent Information and Engineering Systems written by Mircea Gh. Negoita and published by Springer. This book was released on 2004-10-14 with total page 1337 pages. Available in PDF, EPUB and Kindle. Book excerpt: We were very pleased to once again extend to the delegates and, we are pleased to th say, our friends the warmest of welcomes to the 8 International Conference on Knowledge-Based Intelligent Information and Engineering Systems at Wellington - stitute of Technology in Wellington, New Zealand. The KES conferences attract a wide range of interest. The broad focus of the c- ference series is the theory and applications of computational intelligence and em- gent technologies. Once purely a research field, intelligent systems have advanced to the point where their abilities have been incorporated into many conventional appli- tion areas. The quest to encapsulate human knowledge and capabilities in domains such as reasoning, problem solving, sensory analysis, and other complex areas has been avidly pursued. This is because it has been demonstrated that these abilities have definite practical applications. The techniques long ago reached the point where they are being exploited to provide commercial advantages for companies and real beneficial effects on profits. KES 2004 provided a valuable mechanism for delegates to obtain a profound view of the latest intelligent systems research into a range of - gorithms, tools and techniques. KES 2004 also gave delegates the chance to come into contact with those applying intelligent systems in diverse commercial areas. The combination of theory and practice represents a uniquely valuable opportunity for - preciating the full spectrum of intelligent-systems activity and the “state of the art”.

Knowledge-Based Intelligent Information and Engineering Systems

Author : Vasile Palade
Publisher : Springer
ISBN 13 : 3540452249
Total Pages : 1531 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Knowledge-Based Intelligent Information and Engineering Systems by : Vasile Palade

Download or read book Knowledge-Based Intelligent Information and Engineering Systems written by Vasile Palade and published by Springer. This book was released on 2011-04-08 with total page 1531 pages. Available in PDF, EPUB and Kindle. Book excerpt: 2.1 Text Summarization “Text summarization is the process of distilling the most important information from a source (or sources) to produce an abridged version for a particular user (or users) and task (or tasks)” [3]. Basic and classical articles in text summarization appear in “Advances in automatic text summarization” [3]. A literature survey on information extraction and text summarization is given by Zechner [7]. In general, the process of automatic text summarization is divided into three stages: (1) analysis of the given text, (2) summarization of the text, (3) presentation of the summary in a suitable output form. Titles, abstracts and keywords are the most common summaries in Academic papers. Usually, the title, the abstract and the keywords are the first, second, and third parts of an Academic paper, respectively. The title usually describes the main issue discussed in the study and the abstract presents the reader a short description of the background, the study and its results. A keyword is either a single word (unigram), e.g.: ‘learning', or a collocation, which means a group of two or more words, representing an important concept, e.g.: ‘machine learning', ‘natural language processing'. Retrieving collocations from text was examined by Smadja [5] and automatic extraction of collocations was examined by Kita et al. [1].

Knowledge-Based Intelligent Information and Engineering Systems

Author : Robert J. Howlett
Publisher : Springer Science & Business Media
ISBN 13 : 3540288945
Total Pages : 1396 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Knowledge-Based Intelligent Information and Engineering Systems by : Robert J. Howlett

Download or read book Knowledge-Based Intelligent Information and Engineering Systems written by Robert J. Howlett and published by Springer Science & Business Media. This book was released on 2005-08-30 with total page 1396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation The four volume set LNAI 3681, LNAI 3682, LNAI 3683, and LNAI 3684 constitute the refereed proceedings of the 9th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2005, held in Melbourne, Australia in September 2005. The 716 revised papers presented were carefully reviewed and selected from nearly 1400 submissions. The papers present a wealth of original research results from the field of intelligent information processing in the broadest sense; topics covered in the first volume are intelligent design support systems, data engineering, knowledge engineering and ontologies, knowledge discovery and data mining, advanced network application, approaches and methods of security engineering, chance discovery, information hiding and multimedia signal processing, soft computing techniques and their applications, intelligent agent technology and applications, smart systems, knowledge - based interface systems, intelligent information processing for remote sensing, intelligent human computer€ interaction systems, experience management and knowledge management, network (security) real-time and fault tolerant systems, advanced network application and real-time systems, and intelligent watermarking algorithms.

Intelligent Interactive Multimedia Systems and Services

Author : G.A. Tsihrintzis
Publisher : IOS Press
ISBN 13 : 1614992622
Total Pages : 368 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Intelligent Interactive Multimedia Systems and Services by : G.A. Tsihrintzis

Download or read book Intelligent Interactive Multimedia Systems and Services written by G.A. Tsihrintzis and published by IOS Press. This book was released on 2013-06-07 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: At a time when computers are more widespread than ever, intelligent interactive systems have become a necessity. The term ‘multimedia systems’ refers to the coordinated storage, processing, transmission and retrieval of multiple forms of information, such as audio, image, video, animation, graphics and text. The growth of multimedia services has been exponential, as technological progress keeps up with the consumer’s need for content. The solution of 'one fits all' is no longer appropriate for the wide ranges of users with various backgrounds and needs, so one important goal of many intelligent interactive systems is dynamic personalization and adaptivity to users. This book presents 37 papers summarizing the work and new research results presented at the 6th International Conference on Intelligent Interactive Multimedia Systems and Services (KES-IIMSS2013), held in Sesimbra, Portugal, in June 2013. The conference series focuses on research in the fields of intelligent interactive multimedia systems and services and provides an internationally respected forum for scientific research in related technologies and applications.

Computational Intelligence and Security

Author : Yue Hao
Publisher : Springer
ISBN 13 : 3540315993
Total Pages : 1160 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Computational Intelligence and Security by : Yue Hao

Download or read book Computational Intelligence and Security written by Yue Hao and published by Springer. This book was released on 2006-06-18 with total page 1160 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volume set LNAI 3801 and LNAI 3802 constitute the refereed proceedings of the annual International Conference on Computational Intelligence and Security, CIS 2005, held in Xi'an, China, in December 2005. The 338 revised papers presented - 254 regular and 84 extended papers - were carefully reviewed and selected from over 1800 submissions. The first volume is organized in topical sections on learning and fuzzy systems, evolutionary computation, intelligent agents and systems, intelligent information retrieval, support vector machines, swarm intelligence, data mining, pattern recognition, and applications. The second volume is subdivided in topical sections on cryptography and coding, cryptographic protocols, intrusion detection, security models and architecture, security management, watermarking and information hiding, web and network applications, image and signal processing, and applications.

Automata, Computability and Complexity

Author : Elaine Rich
Publisher : Prentice Hall
ISBN 13 : 0132288060
Total Pages : 1120 pages
Book Rating : 4.1/5 (322 download)

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Book Synopsis Automata, Computability and Complexity by : Elaine Rich

Download or read book Automata, Computability and Complexity written by Elaine Rich and published by Prentice Hall. This book was released on 2008 with total page 1120 pages. Available in PDF, EPUB and Kindle. Book excerpt: For upper level courses on Automata. Combining classic theory with unique applications, this crisp narrative is supported by abundant examples and clarifies key concepts by introducing important uses of techniques in real systems. Broad-ranging coverage allows instructors to easily customise course material to fit their unique requirements.