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Artificial Intelligence Techniques in Prolog

Artificial Intelligence Techniques in Prolog
Author: Yoav Shoham
Publisher: Morgan Kaufmann
Total Pages: 348
Release: 2014-05-12
Genre: Computers
ISBN: 1483214494

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Artificial Intelligence Techniques in Prolog introduces the reader to the use of well-established algorithmic techniques in the field of artificial intelligence (AI), with Prolog as the implementation language. The techniques considered cover general areas such as search, rule-based systems, and truth maintenance, as well as constraint satisfaction and uncertainty management. Specific application domains such as temporal reasoning, machine learning, and natural language are also discussed. Comprised of 10 chapters, this book begins with an overview of Prolog, paying particular attention to Prolog terms and rules (and Prolog facts as special cases); unification; the and-or computation tree induced by a Prolog program and a query; the depth-first, left-to-right traversal of that tree by the standard Prolog interpreter; and built-in predicates such as unification and equality. Subsequent chapters deal with search and representation of graphs in Prolog; backward-chaining methods; truth maintenance systems; and constraint satisfaction. Reasoning with uncertainty, planning and temporal reasoning, and machine learning are also tackled. The book concludes with an assessment of natural language processing and some of the linguistic notions that are easily encoded in Prolog. This monograph will be of interest to both students and practitioners in the fields of AI and computer science.


Programming in PROLOG

Programming in PROLOG
Author: William F Clocksin
Publisher:
Total Pages: 298
Release: 1987-04-24
Genre: Programacion de computadores
ISBN: 9783642970061

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Techniques of Prolog Programming with Implementation of Logical Negation and Quantified Goals

Techniques of Prolog Programming with Implementation of Logical Negation and Quantified Goals
Author: T. Van Le
Publisher: Wiley
Total Pages: 624
Release: 1992-11-06
Genre: Computers
ISBN: 9780471571759

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Approaches the subject by applying the format used in successful language courses. Offers a comprehensive exhibition of Prolog programming techniques in four stages--declarative, procedural, advanced and meta-programming. Presents simple and efficient implementation of logical negation and quantified goals which are necessary in expert systems. The dynamics of these new features are shown in the construction of a multilingual expert system shell that supports negative and quantified queries as well as subtypes. The easy-to-follow tutorial style and numerous fully-solved exercises facilitate understanding. Comes with 3.5 inch disk containing all programs in the book.


Prolog Programming for Artificial Intelligence

Prolog Programming for Artificial Intelligence
Author: Ivan Bratko
Publisher: Addison-Wesley Professional
Total Pages: 673
Release: 2011
Genre: Computers
ISBN: 9780321417466

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The fourth edition of this best-selling guide to Prolog and Artificial Intelligence has been updated to include key developments in the field while retaining its lucid approach to these topics. New and extended topics include Constraint Logic Programming, abductive reasoning and partial order planning. Divided into two parts, the first part of the book introduces the programming language Prolog, while the second part teaches Artificial Intelligence using Prolog as a tool for the implementation of AI techniques. This textbook is meant to teach Prolog as a practical programming tool and so it concentrates on the art of using the basic mechanisms of Prolog to solve interesting problems. The fourth edition has been fully revised and extended to provide an even greater range of applications, making it a self-contained guide to Prolog, AI or AI Programming for students and professional programmers.


Artificial Intelligence

Artificial Intelligence
Author: Stuart J. Russell
Publisher: Prentice Hall
Total Pages:
Release: 2005-03-24
Genre:
ISBN: 9781405824828

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Prolog Programming for Artificial Intelligence Third edition Ivan Bratko The third edition of this best-selling guide to Prolog and Artificial Intelligence has been updated to include key developments in the field while retaining its lucid approach to these topics. Divided into two parts, the first part of the book introduces the programming language Prolog, while the second part teaches Artificial Intelligence using Prolog as a tool for the implementation of AI techniques. Prolog has its roots in logic, however the main aim of this book is to teach Prolog as a practical programming tool. This text therefore concentrates on the art of using the basic mechanisms of Prolog to solve interesting problems. The third edition has been fully revised and extended to provide an even greater range of applications, which further enhance its value as a self-contained guide to Prolog, AI or AI Programming for students and professional programmers alike.Features * Combined approach to Prolog and AI allows flexibility for learning and teaching * Provides a thorough representation of AI, emphasizing practical techniques and Prolog implementations * Prolog programs for use in projects and research are available for download on the World Wide Web.New for this edition: * Constraint Logic Programming * Qualitative Reasoning * Inductive Logic Programming * The addition of belief networks for handling uncertainty * A major update on machine learning * Additional techniques for improving program efficiency * Meta-programming is updated to show how Prolog can be used to implement other languages (including object-oriented programming) * A new Companion Web Site will contain further teaching materials and updates Author: Professor Ivan Bratko leads the AI groups in the Faculty of Computer and Information Science at both Ljubljana University and the Jozef Stefan Institute in Slovenia. He has taught Prolog world-wide as well as applying Prolog in medical expert systems, robot programming, qualitative modelling and computer chess research.


Logic Programming with Prolog

Logic Programming with Prolog
Author: Max Bramer
Publisher: Springer Science & Business Media
Total Pages: 228
Release: 2005-11-30
Genre: Computers
ISBN: 1846282128

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Written for those who wish to learn Prolog as a powerful software development tool, but do not necessarily have any background in logic or AI. Includes a full glossary of the technical terms and self-assessment exercises.


The Art of Prolog, second edition

The Art of Prolog, second edition
Author: Leon S. Sterling
Publisher: MIT Press
Total Pages: 553
Release: 1994-03-10
Genre: Computers
ISBN: 0262691639

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This new edition of The Art of Prolog contains a number of important changes. Most background sections at the end of each chapter have been updated to take account of important recent research results, the references have been greatly expanded, and more advanced exercises have been added which have been used successfully in teaching the course. Part II, The Prolog Language, has been modified to be compatible with the new Prolog standard, and the chapter on program development has been significantly altered: the predicates defined have been moved to more appropriate chapters, the section on efficiency has been moved to the considerably expanded chapter on cuts and negation, and a new section has been added on stepwise enhancement—a systematic way of constructing Prolog programs developed by Leon Sterling. All but one of the chapters in Part III, Advanced Prolog Programming Techniques, have been substantially changed, with some major rearrangements. A new chapter on interpreters describes a rule language and interpreter for expert systems, which better illustrates how Prolog should be used to construct expert systems. The chapter on program transformation is completely new and the chapter on logic grammars adds new material for recognizing simple languages, showing how grammars apply to more computer science examples.


Programming in Prolog

Programming in Prolog
Author: W. F. Clocksin
Publisher: Springer Science & Business Media
Total Pages: 292
Release: 2012-12-06
Genre: Computers
ISBN: 3642966616

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The computer programming language Prolog is quickly gaining popularity throughout the world. Since Its beginnings around 1970. Prolog has been chosen by many programmers for applications of symbolic computation. including: D relational databases D mathematical logic D abstract problem solving D understanding natural language D architectural design D symbolic equation solving D biochemical structure analysis D many areas of artificial Intelligence Until now. there has been no textbook with the aim of teaching Prolog as a practical programming language. It Is perhaps a tribute to Prolog that so many people have been motivated to learn It by referring to the necessarily concise reference manuals. a few published papers. and by the orally transmitted 'folklore' of the modern computing community. However. as Prolog is beginning to be Introduced to large numbers of undergraduate and postgraduate students. many of our colleagues have expressed a great need for a tutorial guide to learning Prolog. We hope this little book will go some way towards meeting this need. Many newcomers to Prolog find that the task of writing a Prolog program Is not like specifying an algorithm in the same way as In a conventional programming language. Instead. the Prolog programmer asks more what formal relationships and objects occur In his problem.