Prolog programming for artificial intelligence

著者

書誌事項

Prolog programming for artificial intelligence

Ivan Bratko

Addison-Wesley, 2012

4th ed

大学図書館所蔵 件 / 全10件

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注記

Includes bibliographical references and index

内容説明・目次

内容説明

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.

目次

Part i The Prolog Language 1 Introduction to Prolog 2 Syntax and Meaning of Prolog Programs 3 Lists, Operators, Arithmetic 4 Programming Examples 5 Controlling Backtracking 6 Built-in Predicates 7 Constraint Logic Programming 8 Programming Style and Technique 9 Operations on Data Structures 10 Balanced Trees Part ii Prolog in Artificial Intelligence 11 Problem-Solving as Search 12 Heuristic Search and A* Algorithm 13 Best-First Search: Minimising Time and Space 14 Problem Decomposition and AND/OR Graphs 15 Knowledge Representation and Expert Systems 16 Probabilistic Reasoning with Bayesian Networks 17 Planning 18 Partial order planning and GRAPHPLAN 19 Scheduling, Simulation and Control with CLP 20 Machine Learning 21 Inductive Logic Programming 22 Qualitative Reasoning 23 Language Processing with Grammar Rules 24 Game Playing 25 Meta-Programming Appendix A: Some Differences Between Prolog Implementations Appendix B: Some Frequently Used Predicates Solutions to Selected Exercises Index

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