02765oam 2200505zu 450 991101974960332120230124181646.01-280-55714-197866105571410-471-72393-20-471-72394-0(CKB)1000000000013781(SSID)ssj0000293720(PQKBManifestationID)11214846(PQKBTitleCode)TC0000293720(PQKBWorkID)10303717(PQKB)10344529(MiAaPQ)EBC4957836(Au-PeEL)EBL4957836(CaONFJC)MIL55714(OCoLC)64625105(EXLCZ)99100000000001378120160829d2004 uy engurcnu||||||||txtccrDesign of Logic-based Intelligent Systems[Place of publication not identified]Wiley Interscience Imprint20041 online resource (355 pages)Bibliographic Level Mode of Issuance: Monograph0-471-48403-2 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.Computer ScienceHILCCEngineering & Applied SciencesHILCCComputer ScienceEngineering & Applied Sciences006.3Truemper Klaus1839732PQKBBOOK9911019749603321Design of Logic-based Intelligent Systems4419069UNINA