Design of logic-based intelligent systems /
Principles for constructing intelligent systems Design of Logic-based Intelligent Systems develops principles and methods for constructing intelligent systems for complex tasks that are readily done by humans but are difficult for machines. Current Artificial Intelligence (AI) approaches rely on var...
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| Format: | eBook |
| Language: | English |
| Language Notes: | English. |
| Published: |
Hoboken, NJ :
John Wiley,
2004.
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| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| Summary: | Principles for constructing intelligent systems Design of Logic-based Intelligent Systems develops principles and methods for constructing intelligent systems for complex tasks that are readily done by humans but are difficult for machines. Current Artificial Intelligence (AI) approaches rely on various constructs and methods (production rules, neural nets, support vector machines, fuzzy logic, Bayesian networks, etc.). In contrast, this book uses an extension of propositional logic that treats all aspects of intelligent systems in a unified and mathematically compatible manner. Topics include: Levels of thinking and logic Special cases: expert systems and intelligent agents Formulating and solving logic systems Reasoning under uncertainty Learning logic formulas from data Nonmonotonic and incomplete reasoning Question-and-answer processes Intelligent systems that construct intelligent systems Design of Logic-based Intelligent Systems is both a handbook for the AI practitioner and a textbook for advanced undergraduate and graduate courses on intelligent systems. Included are more than forty algorithms, and numerous examples and exercises.; The purchaser of the book may obtain an accompanying software package (Leibniz System) free of charge via the internet at leibnizsystem.com. |
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| Item Description: | Title from title screen (viewed March 13, 2006). |
| Physical Description: | 1 online resource (xii, 352 pages) |
| Bibliography: | Includes bibliographical references and indexes. |
| ISBN: | 0471484032 9780471484035 9780471723943 0471723940 1280557141 9781280557149 9786610557141 6610557144 0471723932 9780471723936 |