Design of Logic-based Intelligent Systems

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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 logicSpecial cases: expert systems and intelligent agentsFormulating and solving logic systemsReasoning under uncertaintyLearning logic formulas from dataNonmonotonic and incomplete reasoningQuestion-and-answer processesIntelligent 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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239.5mm x 162mm

Item Details

Item Code BOO-230740417 Item Name Design of Logic-based Intelligent Systems ISBN 9780471484035 Format Hardcover Author/Artist Truemper

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