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Books in Computer science

The Computing collection presents a range of foundational and applied content across computer and data science, including fields such as Artificial Intelligence; Computational Modelling; Computer Networks, Computer Organization & Architecture, Computer Vision & Pattern Recognition, Data Management; Embedded Systems & Computer Engineering; HCI/User Interface Design; Information Security; Machine Learning; Network Security; Software Engineering.

  • Advances in Computers

    • 1st Edition
    • Volume 34
    • English
  • Fourth Czechoslovakian Symposium on Combinatorics, Graphs and Complexity

    • 1st Edition
    • Volume 51
    • J. NeÅ¡etril + 1 more
    • English
    This volume in the Annals of Discrete Mathematics brings together contributions by renowned researchers in combinatorics, graphs and complexity. The conference on which this book is based was the fourth in a series which began in 1963, which was the first time specialists from East and West were able to come together. The 1990 meeting attracted 170 mathematicians and computer scientists from around the world, so this book represents an international, detailed view of recent research.
  • A Guide to RISC Microprocessors

    • 2nd Edition
    • Florence Slater
    • English
    A Guide to RISC Microprocessors provides a comprehensive coverage of every major RISC microprocessor family. Independent reviewers with extensive technical backgrounds offer a critical perspective in exploring the strengths and weaknesses of all the different microprocessors on the market. This book is organized into seven sections and comprised of 35 chapters. The discussion begins with an overview of RISC architecture intended to help readers understand the technical details and the significance of the new chips, along with instruction set design and design issues for next-generation processors. The chapters that follow focus on the SPARC architecture, SPARC chips developed by Cypress Semiconductor in collaboration with Sun, and Cypress's introduction of redesigned cache and memory management support chips for the SPARC processor. Other chapters focus on Bipolar Integrated Technology's ECL SPARC implementation, embedded SPARC processors by LSI Logic and Fujitsu, the MIPS processor, Motorola 88000 RISC chip set, Intel 860 and 960 microprocessors, and AMD 29000 RISC microprocessor family. This book is a valuable resource for consumers interested in RISC microprocessors.
  • Building an Object-Oriented Database System

    • 1st Edition
    • Francois Bancilhon + 2 more
    • English
    Modern database and software system technology must respond to a wide variety of needs. Advanced applications such as office automation, CAD, or software engineering have new requirements in design environments, transaction mechanisms, and data types. This comprehensive volume by designers, implementors and users covers all aspects of building an object-oriented software system from data model through system implementation, interfaces, and applications. Utilizing techniques from databases, object-oriented languages, programming environments, and user interfaces, O2 is a landmark object-oriented database system representing a new generation of database technology. This guide will help researchers, database designers, and users to assess the nature and potential of object-oriented technology for themselves.
  • Database Transaction Models for Advanced Applications

    • 1st Edition
    • Ahmed K. Elmagarmid
    • English
    This collection offers the reader a broad survey of the role of transaction processing in advanced computer applications. It contains an introduction to traditional transaction technology, and comprehensive descriptions of commercial systems and research projects.This volume will help anyone interested in keeping up with database applications and the potential for transaction processing systems to address the needs of OLTP, CAD, CASE, computer aided publishing, heterogeneous databases, active databases, communications, systems and other areas.For researchers, managers, software developers, professionals in the data processing fields, or anyone interested in a coherent overview of this new and fast growing area of computer science.
  • Fundamentals of Spatial Information Systems

    • 1st Edition
    • Robert Laurini + 1 more
    • English
    The study and application of spatial information systems have been developed primarily from the use of computers in the geosciences. These systems have the principle functions of capturing, storing, representing, manipulating, and displaying data in 2-D and 3-D worlds. This book approaches its subject from the perspectives of informatics and geography, presenting methods of conceptual modeling developed in computer science that provide valuable aids for resolving spatial problems. This book is an essential textbook for both students and practitioners. It is indispensable for academic geographers, computer scientists, and the GIS professional.
  • Dictionary of Information Science and Technology

    • 1st Edition
    • Carolyn Watters
    • English
    Information science is the study of information phenomena, including the acquisition, storage, and manipulation of data, information, and knowledge. It is by nature an interdisciplinary field. Researchers, managers, system users, and students need access to tools, terms, and techniques that are spread out over a large literature in a number of different disciplines: information retrieval, database management, office information systems, information technology, communication and networking, relevant computer hardware, and artificial intelligence.This work facilitates the cross-use terms from the various contributing sub-areas of information science. With definitions of one-thousand terms, in alphabetical order, the volume provides a unified, integrated, and concise guide to the field. Each term is annotated by one or more references to the literature. Where possible, the first reference directs the user to a basic or seminal discussion of the term and subsequent references show its usage in an information science-related application. This work will be an indispensable reference for students, researchers, and professionals.
  • Motif Programming

    The Essentials... and More
    • 1st Edition
    • Marshall Brain
    • English
    A quick and thorough introduction to Motif programming.Here is a straightforward, easy-to-understand introduction to Motif application development, covering both basic and advanced features of graphical user interfaces as implemented under Motif. Even though you may have little or no experience with X or other window programming environments, this useful guide will ease you into Motif programming smoothly and quickly. Using simple examples and explanations, it shows you how to design and build graphical applications with Motif in a reasonable amount of time. By the end of the book, you'll be familiar with all of the Motif widgets as well as the process of application design in Motif, the basic capabilities of the X and Xt layers, and the X drawing model.
  • Matrix Logic and Mind

    A Probe into a Unified Theory of Mind and Matter
    • 1st Edition
    • A. Stern
    • English
    In this revolutionary work, the author sets the stage for the science ofthe 21st Century, pursuing an unprecedented synthesis of fields previouslyconsidered unrelated. Beginning with simple classical concepts, he endswith a complex multidisciplinary theory requiring a high level ofabstraction. The work progresses across the sciences in severalmultidiscipli... directions: Mathematical logic, fundamental physics,computer science and the theory of intelligence. Extraordinarily enough,the author breaks new ground in all these fields.In the field offundamental physics the author reaches the revolutionary conclusion thatphysics can be viewed and studied as logic in a fundamental sense, ascompared with Einstein's view of physics as space-time geometry. This opensnew, exciting prospects for the study of fundamental interactions. Aformulation of logic in terms of matrix operators and logic vector spacesallows the author to tackle for the first time the intractable problem ofcognition in a scientific manner. In the same way as the findings ofHeisenberg and Dirac in the 1930s provided a conceptual and mathematicalfoundati... for quantum physics, matrix operator logic supports an importantbreakthroug... in the study of the physics of the mind, which is interpretedas a fractal of quantum mechanics. Introducing a concept of logic quantumnumbers, the author concludes that the problem of logic and theintelligence code in general can be effectively formulated as eigenvalueproblems similar to those of theoretical physics. With this important leapforward in the study of the mechanism of mind, the author concludes thatthe latter cannot be fully understood either within classical or quantumnotions. A higher-order covariant theory is required to accommodate thefundamental effect of high-level intelligence. The landmark resultsobtained by the author will have implications and repercussions for thevery foundations of science as a whole. Moreover, Stern's Matrix Logic issuitable for a broad spectrum of practical applications in contemporarytechnolo...
  • Classical Recursion Theory

    The Theory of Functions and Sets of Natural Numbers
    • 1st Edition
    • Volume 125
    • P. Odifreddi
    • English
    1988 marked the first centenary of Recursion Theory, since Dedekind's 1888 paper on the nature of number. Now available in paperback, this book is both a comprehensive reference for the subject and a textbook starting from first principles.Among the subjects covered are: various equivalent approaches to effective computability and their relations with computers and programming languages; a discussion of Church's thesis; a modern solution to Post's problem; global properties of Turing degrees; and a complete algebraic characterization of many-one degrees. Included are a number of applications to logic (in particular Gödel's theorems) and to computer science, for which Recursion Theory provides the theoretical foundation.
  • Practical Parallel Programming

    • 1st Edition
    • Barr E. Bauer
    • English
    This is the book that will teach programmers to write faster, more efficient code for parallel processors. The reader is introduced to a vast array of procedures and paradigms on which actual coding may be based. Examples and real-life simulations using these devices are presented in C and FORTRAN.
  • Mechanical Intelligence

    • 1st Edition
    • Volume 1
    • D.C. Ince
    • English
    The collected works of Turing, including a substantial amount of unpublished material, will comprise four volumes: Mechanical Intelligence, Pure Mathematics, Morphogenesis and Mathematical Logic. Alan Mathison Turing (1912-1954) was a brilliant man who made major contributions in several areas of science. Today his name is mentioned frequently in philosophical discussions about the nature of Artificial Intelligence. Actually, he was a pioneer researcher in computer architecture and software engineering; his work in pure mathematics and mathematical logic extended considerably further and his last work, on morphogenesis in plants, is also acknowledged as being of the greatest originality and of permanent importance. He was one of the leading figures in Twentieth-century science, a fact which would have been known to the general public sooner but for the British Official Secrets Act, which prevented discussion of his wartime work. What is maybe surprising about these papers is that although they were written decades ago, they address major issues which concern researchers today.
  • Pure Mathematics

    • 1st Edition
    • Volume 2
    • J.L. Britton
    • English
    The collected works of Turing, including a substantial amount of unpublished material, will comprise four volumes: Mechanical Intelligence, Pure Mathematics, Morphogenesis and Mathematical Logic. Alan Mathison Turing (1912-1954) was a brilliant man who made major contributions in several areas of science. Today his name is mentioned frequently in philosophical discussions about the nature of Artificial Intelligence. Actually, he was a pioneer researcher in computer architecture and software engineering; his work in pure mathematics and mathematical logic extended considerably further and his last work, on morphogenesis in plants, is also acknowledged as being of the greatest originality and of permanent importance. He was one of the leading figures in Twentieth-century science, a fact which would have been known to the general public sooner but for the British Official Secrets Act, which prevented discussion of his wartime work. What is maybe surprising about these papers is that although they were written decades ago, they address major issues which concern researchers today.
  • VAX/VMS

    Operating System Concepts
    • 1st Edition
    • David Donald Miller
    • English
    VAX/VMS
  • From Memex To Hypertext

    • 1st Edition
    • James M. Nyce + 1 more
    • English
    Vannevar Bush, the engineer who designed the world's most powerful analog computer, predicted the development of a new kind of computing machine he called Memex. For many computer and information scientists, Bush's Memex has been the prototype for a machine to help people think. This book contains Bush's essays, and original essays by academic and commerical researchers relating the state of art in personal computing, hypertext and information retrieval software to bush's ideas and Memex.
  • The Art of Programming Embedded Systems

    • 1st Edition
    • Jack Ganssle
    • English
    Embedded systems are products such as microwave ovens, cars, and toys that rely on an internal microprocessor. This book is oriented toward the design engineer or programmer who writes the computer code for such a system. There are a number of problems specific to the embedded systems designer, and this book addresses them and offers practical solutions.
  • Decentralized A.I., 2

    • 1st Edition
    • Y. Demazeau + 1 more
    • English
    The purpose of this proceedings is to stimulate exchange and discussion of research in the field of multi-agent systems. A multi-agent system consists of at least two agents that are engaged in some task that may require coordination, cooperation and/or competition. An autonomous agent has its own goals, capabilities and knowledge. The actions of an agent occur in the context of other agents that may have structures and strategies different from the agent's own. Multi-agent problems arise when several autonomous agents share a common environment. These problems may result from limited resources, shared or competing goals, etc. This MAAMAW workshop proceedings emphasizes multi-agent systems of all sorts from very simple to very complex agents and agent organizations.
  • Meta-Level Inference Systems

    • 1st Edition
    • Frank van Harmelen
    • English
  • Paradigms of Artificial Intelligence Programming

    Case Studies in Common Lisp
    • 1st Edition
    • Peter Norvig
    • English
    Paradigms of AI Programming is the first text to teach advanced Common Lisp techniques in the context of building major AI systems. By reconstructing authentic, complex AI programs using state-of-the-art Common Lisp, the book teaches students and professionals how to build and debug robust practical programs, while demonstrating superior programming style and important AI concepts. The author strongly emphasizes the practical performance issues involved in writing real working programs of significant size. Chapters on troubleshooting and efficiency are included, along with a discussion of the fundamentals of object-oriented programming and a description of the main CLOS functions. This volume is an excellent text for a course on AI programming, a useful supplement for general AI courses and an indispensable reference for the professional programmer.
  • IJCAI Proceedings 1991

    • 1st Edition
    • IJCAI
    • English
  • Advances in Computers

    • 1st Edition
    • Volume 33
    • English
  • Nonlinear Equations in the Applied Sciences

    • 1st Edition
    • Volume 185
    • W. F. Ames
    • English
  • Computer Simulation

    A Practical Perspective
    • 1st Edition
    • Roger W. McHaney
    • English
    This is a practical perspective on simulation aimed at working scientists and engineers. Amply illustrated, the book provides many examples with computer coding. New topics, such as animation, concept modeling, and logic transfer are covered in detail.
  • Advances in Computers

    • 1st Edition
    • Volume 32
    • English
  • Computational Intelligence, III

    • 1st Edition
    • G. Valle + 2 more
    • English
    In recent years AI has been experiencing a deep internal debate on the appropriateness of the symbolic-based paradigm and all of its consequences. While various symbolic representation schemes, as well as their integration, have been proposed, their limitations have continuously pushed researchers for improved versions or entirely new ones. New viewpoints such as the complex dynamic-based approach with neural nets can be regarded simply as new problem solving techniques with specific properties.Under this perspective, what seems to be important is the ability to combine heterogeneous representation and problem-solving techniques. Research on heterogeneous, intelligent systems goes hand in hand with research on specific problem solving methods and paradigms, therefore representing their conceptual and practical glueing element. The papers contained in this proceedings are just one instance of such awareness activity in the international scientific community.
  • The KBMT Project

    A Case Study in Knowledge-Based Machine Translation
    • 1st Edition
    • Kenneth Goodman + 1 more
    • English
    Machine translation of natural languages is one of the most complex and comprehensive applications of computational linguistics and artificial intelligence. This is especially true of knowledge-based machine translation (KBMT) systems, which require many knowledge resources and processing modules to carry out the necessary levels of analysis, representation and generation of meaning and form. The number of real-world problems, tasks, and solutions involved in developing any realistic-size knowledge-based machine translation system is enormous. It is thus difficult for researchers in the field to learn what a system "really does".This book fills that need with a detailed case study of a KBMT system implemented at the Center for Machine Translation at Carnegie Mellon University. The research consists in part of the creation of a system for translation between English and Japanese. The corpora used in the project were manuals for installing and maintaining IBM personal computers (sponsorship by IBM, through its Tokyo Research Laboratory) Individual chapters describe the interlingua texts used in knowledge-based machine translation, the grammar formalism embodied in the system, the grammars and lexicons and their roles in the translation process, the process of source language analysis, an augmentation module that interactively and automatically resolves ambiguities remaining after source language analysis, and the generator, which produces target language sentences. Detailed appendices illustrate the process from analysis through generation.This book is intended for developers, researchers and advanced students in natural language processing and computational linguistics, including all those who have an interest in machine translation and machine-aided translation.
  • Machine Learning

    A Theoretical Approach
    • 1st Edition
    • Balas K. Natarajan
    • English
    This is the first comprehensive introduction to computational learning theory. The author's uniform presentation of fundamental results and their applications offers AI researchers a theoretical perspective on the problems they study. The book presents tools for the analysis of probabilistic models of learning, tools that crisply classify what is and is not efficiently learnable. After a general introduction to Valiant's PAC paradigm and the important notion of the Vapnik-Chervonenkis dimension, the author explores specific topics such as finite automata and neural networks. The presentation is intended for a broad audience--the author's ability to motivate and pace discussions for beginners has been praised by reviewers. Each chapter contains numerous examples and exercises, as well as a useful summary of important results. An excellent introduction to the area, suitable either for a first course, or as a component in general machine learning and advanced AI courses. Also an important reference for AI researchers.
  • Artificial Intelligence and Computer Vision

    • 1st Edition
    • Y.A. Feldman + 1 more
    • English
    Current research in artificial intelligence and computer vision presented at the Israeli Symposium are combined in this volume to present an invaluable resource for students, industry and research organizations. Papers have been contributed from researchers worldwide, showing the growing interest of the international community in the work done in Israel. The papers selected are varied, reflecting the most contemporary research trends.
  • High-Speed Analog-to-Digital Conversion

    • 1st Edition
    • Michael J. Demler
    • English
    This book covers the theory and applications of high-speed analog-to-digital conversion. An analog-to-digital converter takes real-world inputs (such as visual images, temperature readings, and rates of speed) and transforms them into digital form for processing by computer. This book discusses the design and uses of such circuits, with particular emphasis on improving the speed of the conversion process and the accuracy of its output--how well the output is a corresponding digital representation of the output*b1input signal. As computers become increasingly interfaced to the outside world, "ADC" techniques will become ever more important.
  • Computer Numerical Control of Machine Tools

    • 2nd Edition
    • G E THYER
    • English
    This is a comprehensive textbook catering for BTEC students at NIII and Higher National levels, advanced City and Guilds courses, and the early years of degree courses. It is also ideal for use in industrial retraining and post-experience programmes.
  • Computer-Aided Process Planning

    • 1st Edition
    • Volume 13
    • H.P. Wang + 1 more
    • English
    Computer-Integrated Manufacturing has gained recognition as a most effective tool in increasing manufacturing competitiveness. This book discusses the fundamental knowledge of Computer-Aided Process Planning, the key to integrated manufacturing.The work provides a rigorous basis for the understanding of process planning and the development of effective and efficient Computer-Aided Process Planning systems. It presents a current overview on the latest issues and directions in this field. Topics covered include Group Technology, process planning algorithms, artificial intelligence, and assembly process planning. Most importantly, in order to provide a solid foundation for discussion and development, basic theories and principles for process planning are comprehensively and thoroughly studied in this book.Written for those who wish to understand the theory of process planning, the book will also prove an indispensable reference source on the approaches, methodologies and tools which can be applied to day-to-day process planning operations.
  • Self-Modifying Systems in Biology and Cognitive Science

    A New Framework for Dynamics, Information and Complexity
    • 1st Edition
    • Volume 6
    • G. Kampis
    • English
    The theme of this book is the self-generation of information by the self-modification of systems. The author explains why biological and cognitive processes exhibit identity changes in the mathematical and logical sense. This concept is the basis of a new organizational principle which utilizes shifts of the internal semantic relations in systems. There are mathematical discussions of various classes of systems (Turing machines, input-output systems, synergetic systems, non-linear dynamics etc), which are contrasted with the author's new principle. The most important implications of this include a new conception on the nature of information and which also provides a new and coherent conceptual view of a wide class of natural systems. This book merits the attention of all philosophers and scientists concerned with the way we create reality in our mathematical representations of the world and the connection those representations have with the way things really are.
  • Language in Action

    Categories, Lambdas and Dynamic Logic
    • 1st Edition
    • Volume 130
    • J. van Benthem
    • English
    This monograph began life as a series of papers documenting five years of research into the logical foundations of Categorial Grammar, a grammatical paradigm which has close analogies with Lambda Calculus and Type Theory. The technical theory presented here stems from the interface between Logic and Linguistics and, in particular, the theory of generalized quantification. A categorical framework with lambda calculus-oriented semantics is a convenient vehicle for generalizing semantic insights (obtained in various corners of natural language) into one coherent theory.The book aims to demonstrate to fellow logicians that the resulting applied lambda calculus has intrinsic logical interest. In the final analysis, the idea is not just to `break the syntactic code' of natural languages but to understand the cognitive functioning of the human mind.
  • Parallel and Distributed Processing

    • 1st Edition
    • K. Boyanov
    • English
    The aim of this volume is to present discussion of the main problems in the theory of parallel and distributed architectures. It covers a wide range of basic topics, most of the papers being theoretical, though some cover application areas with the possibility of direct implementation.
  • Decentralized Control of Complex Systems

    • 1st Edition
    • Volume 184
    • S?iljak
    • English
  • Object Oriented Languages

    • 1st Edition
    • Bozzano G Luisa
    • English
    Object-oriented programming is currently enjoying a large-scale adoption of its techniques and languages both in teaching and in real applications. As a paradigm O-OP has stimulated language-specific books and general introductions bound to one language (for example, Eiffel, Smalltalk, and C++). This book comes from France as the first comparative study of the many languages on offer for object-oriented programming. It introduces a general view of O-OP and follows with an extensive look at the features and advantages of the most common languages. Object Oriented Languages provides a comprehensive introduction to the many diverse aspects of object-oriented programming through a broad tour of currently available object-oriented languages. The text has been designed for teaching an introductory course in the fundamentals of object-oriented programming.
  • Perception and Artistic Style

    • 1st Edition
    • Volume 73
    • D.M. Parker + 1 more
    • English
    Perception and Artistic Style explores the role of visual processes in the creation and perception of painting and drawing. By looking at the relationship between perception and representation evidence is provided that purely visual processes are a richer source of artistic inspiration than is commonly realised. Many of the obvious variations in artistic style are firmly rooted in visual perception and visual cognition. This book looks at a range of fundamental visual processes and investigates their contribution to major stylistic features of works of art. A wide selection of pictures is considered; ancient, medieval, renaissance, nineteenth and twentieth century and primitive, and both well known and relatively obscure works are examined.The volume includes 86 figures, 13 grey-scale illustrations of artworks and 43 line drawings. This book will be of value to students of perception, students of art and art history, and, since the more technical aspects have been confined to the notes, the general reader who wishes to increase his/her appreciation and understanding of pictorial art.
  • Formulating Plastics and Elastomers by Computer

    • 1st Edition
    • Ralph D. Hermansen
    • English
    From the Preface: This book is written for those people with an interest in the formulation of plastics and elastomers, and with an interest in applying computer programming to that technical area. This particular double interest is not that uncommon among formulators, because the same kind of challenge and sense of creative accomplishment that makes formulating so enjoyable also applies to computer programming. It is my hope that this book will allow the readers to write useful programs for their own interests, sooner, and with less effort. The methodology presented is the result of my own trial and error attempts over a period of years. Computer programs, which are written to facilitate various formulating steps, can make formulating easier, faster, better, and less expensive. This book discusses how such programs can be written and includes actual source code for the sample programs.
  • Handbook of VLSI Microlithography

    Principles, Technology and Applications
    • 1st Edition
    • William B. Glendinning + 1 more
    • English
    This handbook gives readers a close look at the entire technology of printing very high resolution and high density integrated circuit (IC) patterns into thin resist process transfer coatings-- including optical lithography, electron beam, ion beam, and x-ray lithography. The book's main theme is the special printing process needed to achieve volume high density IC chip production, especially in the Dynamic Random Access Memory (DRAM) industry. The book leads off with a comparison of various lithography methods, covering the three major patterning parameters of line/space, resolution, line edge and pattern feature dimension control. The book's explanation of resist and resist process equipment technology may well be the first practical description of the relationship between the resist process and equipment parameters. The basics of resist technology are completely covered -- including an entire chapter on resist process defectivity and the potential yield limiting effect on device production. Each alternative lithographic technique and testing method is considered and evaluated: basic metrology including optical, scanning-electron-mi... (SEM) techniques and electrical test devices, along with explanations of actual printing tools and their design, construction and performance. The editor devotes an entire chapter to today's sophisticated, complex electron-beam printers, and to the emerging x-ray printing technology now used in high-density CMOS devices. Energetic ion particle printing is a controllable, steerable technology that does not rely on resist, and occupies a final section of the handbook.
  • Readings in Machine Learning

    • 1st Edition
    • Jude Shavlik + 1 more
    • English
    The ability to learn is a fundamental characteristic of intelligent behavior. Consequently, machine learning has been a focus of artificial intelligence since the beginnings of AI in the 1950s. The 1980s saw tremendous growth in the field, and this growth promises to continue with valuable contributions to science, engineering, and business.Readings in Machine Learning collects the best of the published machine learning literature, including papers that address a wide range of learning tasks, and that introduce a variety of techniques for giving machines the ability to learn. The editors, in cooperation with a group of expert referees, have chosen important papers that empirically study, theoretically analyze, or psychologically justify machine learning algorithms. The papers are grouped into a dozen categories, each of which is introduced by the editors.
  • Aging and Cognition

    Mental Processes, Self-Awareness and Interventions
    • 1st Edition
    • Volume 72
    • E.A. Lovelace
    • English
    Presented in this volume is a discussion of current literature and theoretical issues relating to three aspects of late-life age-related cognitive change. Firstly, evidence regarding aging and the basic mental processes of attention, motor control, memory, language, problem-solving, and intelligence are presented. Secondly, the role of personal traits such as personality and self-efficacy in the aging of cognitive function are developed, along with self-awareness of cognitive processes and age changes in the monitoring of these processes. Thirdly, consideration is given to the study of interventions to delay or remediate the cognitive declines of aging.
  • Parallelism and Programming in Classifier Systems

    • 1st Edition
    • Stephanie Forrest
    • English
    Parallelism and Programming in Classifier Systems deals with the computational properties of the underlying parallel machine, including computational completeness, programming and representation techniques, and efficiency of algorithms. In particular, efficient classifier system implementations of symbolic data structures and reasoning procedures are presented and analyzed in detail. The book shows how classifier systems can be used to implement a set of useful operations for the classification of knowledge in semantic networks. A subset of the KL-ONE language was chosen to demonstrate these operations. Specifically, the system performs the following tasks: (1) given the KL-ONE description of a particular semantic network, the system produces a set of production rules (classifiers) that represent the network; and (2) given the description of a new term, the system determines the proper location of the new term in the existing network. These two parts of the system are described in detail. The implementation reveals certain computational properties of classifier systems, including completeness, operations that are particularly natural and efficient, and those that are quite awkward. The book shows how high-level symbolic structures can be built up from classifier systems, and it demonstrates that the parallelism of classifier systems can be exploited to implement them efficiently. This is significant since classifier systems must construct large sophisticated models and reason about them if they are to be truly ""intelligent."" Parallel organizations are of interest to many areas of computer science, such as hardware specification, programming language design, configuration of networks of separate machines, and artificial intelligence This book concentrates on a particular type of parallel organization and a particular problem in the area of AI, but the principles that are elucidated are applicable in the wider setting of computer science.
  • Innovative Approaches to Planning, Scheduling and Control

    Proceedings of the 1990 DARPA Workshop
    • 1st Edition
    • DARPA
    • English
  • Advances in Computers

    • 1st Edition
    • Volume 31
    • English