ARTIFICIAL INTELLIGENCE Strategies, Applications, and Models Through Search Second Edition This innovative new book on artificial intelligence (AI) uses the unifying thread of SEARCH to bring together the major application and modeling techniques that use symbolic AI. Each of the eleven
Artificial Intelligence Through Search
โ Scribed by Christopher James Thornton, Benedict du Boulay (auth.)
- Publisher
- Springer Netherlands
- Year
- 1992
- Tongue
- English
- Leaves
- 370
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Synopsis
This is an important textbook on artificial intelligence that uses the unifying thread of search to bring together most of the major techniques used in symbolic artificial intelligence. The authors, aware of the pitfalls of being too general or too academic, have taken a practical approach in that they include program code to illustrate their ideas. Furthermore, code is offered in both POP-11 and Prolog, thereby giving a dual perspective, highlighting the merits of these languages.
Each chapter covers one technique and divides up into three sections:
- a section which introduces the technique (and its usual applications) andsuggests how it can be understood as a variant/generalisation of search;
- a section which developed a `low'-level (POP-11) implementation;
- a section which develops a high-level (Prolog) implementation of the technique.
As a practical book it will be welcomed by a wide audience including, those already experienced in AI, students with some background in programming who are taking an introductory course in AI, and lecturers looking for a precise, professional and practical text book to use in their AI courses.
About the authors:
Dr Christopher Thornton has a BA in Economics, an Sc in Computer Science and a DPhil in Artificial Intelligence. Formerly a lecturer in the Department of AI at the University of Edinburgh, he is now a lecturer in AI in the School of Cognitive and Computing Sciences at the University of Sussex.
Professor Benedict du Boulay has a BSc in Physics and a PhD in Artificial Intelligence. Previously a lecturer in the Department of Computing Science at the University of Aberdeen he is currently Professor of Artificial Intelligence, also in the School of Cognitive and Computing Sciences, University of Sussex.
โฆ Table of Contents
Front Matter....Pages i-xvii
Search-Related Techniques in AI....Pages 1-14
Simple State Space Search....Pages 15-41
State Space Search....Pages 43-69
Heuristic State Space Search....Pages 71-105
Heuristic Search of Game Trees....Pages 107-131
Problem Reduction (AND/OR-tree search)....Pages 133-170
Planning (microworld search)....Pages 171-200
Parsing (search as analysis)....Pages 201-241
Expert Systems (probabilistic search)....Pages 243-265
Concept learning (description search)....Pages 267-291
Prolog (search as computation)....Pages 293-319
Back Matter....Pages 321-365
โฆ Subjects
Artificial Intelligence (incl. Robotics); Programming Languages, Compilers, Interpreters
๐ SIMILAR VOLUMES
"Human neural networks are also responsible for the creation of artificial neural networks; complex computing systems that mimic the memory and learning processes of the brain. Electronic neural networks are a type of artificial intelligence (AI) that can perform a number of tasks that traditionally