{"product_id":"design-of-logicbased-intelligent-systems-9780471484035","title":"Design of Logicbased Intelligent Systems","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003ePrinciples for constructing intelligent systems\u003cbr\u003e 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.\u003cbr\u003e Topics include:\u003cbr\u003e * Levels of thinking and logic\u003cbr\u003e * Special cases: expert systems and intelligent agents\u003cbr\u003e * Formulating and solving logic systems\u003cbr\u003e * Reasoning under uncertainty\u003cbr\u003e * Learning logic formulas from data\u003cbr\u003e * Nonmonotonic and incomplete reasoning\u003cbr\u003e * Question-and-answer processes\u003cbr\u003e * Intelligent systems that construct intelligent systems\u003cbr\u003e Design of L\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTrade Review\u003c\/b\u003e\u003cbr\u003e\"….both a handbook for the AI practitioner and a textbook for advanced undergraduate and graduate courses on intelligent systems.\" (\u003ci\u003eInternational Journal of General Systems\u003c\/i\u003e, June 2005)  \u003cp\u003e\"…extremely well-written and insightful and has educational benefits even for those not intending to use the material directly.\" (\u003ci\u003eIIE Transactions-Operations Engineering\u003c\/i\u003e, March 2005)\u003c\/p\u003e \u003cp\u003e\"…the book reads well and can be highly recommended.\" (\u003ci\u003eJournal of Intelligent \u0026amp; Fuzzy Systems\u003c\/i\u003e, Vol. 16, No. 3, 2005)\u003c\/p\u003e \u003cp\u003e\"…will greatly interest you and your advanced students…a useful book.\" (\u003ci\u003eComputing Reviews.com\u003c\/i\u003e, February 16, 2005)\u003c\/p\u003e \u003cp\u003e\"…extremely well written and insightful and has education benefits even for those not intending to use the material directly.\" (\u003ci\u003eIIE Transactions on Operations Engineering\u003c\/i\u003e)\u003c\/p\u003e \u003cp\u003e\"Truemper offers definitive, state-of-the art coverage of this area.\" (\u003ci\u003eCHOICE\u003c\/i\u003e, November 2004)\u003c\/p\u003e \u003cp\u003e\"…the author's novel approach has something going for it, and that some good examples of intelligent reasoning can be achieved by fitting them into the author's model.\" (\u003ci\u003eComputing Reviews.com\u003c\/i\u003e, August 2, 2004)\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003ePreface.  \u003cp\u003eChapter 1. Introduction.\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePART I: LOGIC PROBLEMS.\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eChapter 2. Introduction to Logic and Problems SAT and MINSAT.\u003c\/p\u003e \u003cp\u003eChapter 3. Variations of SAT and MINSAT.\u003c\/p\u003e \u003cp\u003eChapter 4. Quantified SAT and MINSAT.\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePART II: FORMULATION OF LOGIC SYSTEMS.\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eChapter 5. Basic Formulation Techniques.\u003c\/p\u003e \u003cp\u003eChapter 6. Uncertainty.\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePART III: LEARNING.\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eChapter 7. Learning Formulas.\u003c\/p\u003e \u003cp\u003eChapter 8. Accuracy of Learning Formulas.\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePART IV: ADVANCED REASONING.\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eChapter 9. Nonmonotonic and Incomplete Reasoning.\u003c\/p\u003e \u003cp\u003eChapter 10. Question-and-Answer Processes.\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePART V: APPLICATIONS.\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eChapter 11. Applications.\u003c\/p\u003e \u003cp\u003eReferences.\u003c\/p\u003e \u003cp\u003eAuthor Index.\u003c\/p\u003e \u003cp\u003eSubject Index.\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":49402606649687,"sku":"9780471484035","price":121.46,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9780471484035.jpg?v=1730480939","url":"https:\/\/bookcurl.com\/products\/design-of-logicbased-intelligent-systems-9780471484035","provider":"Book Curl","version":"1.0","type":"link"}