{"product_id":"autonomous-model-based-diagnosis-agents-9780792381426","title":"Autonomous, Model-Based Diagnosis Agents","description":"\u003cp\u003e • Author(s): Michael Schroeder\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003cem\u003eAutonomous, Model-Based Diagnosis Agents\u003c\/em\u003e defines and describes the implementation of an architecture for autonomous, model-based diagnosis agents. It does this by developing a logic programming approach for model-based diagnosis and introducing strategies to deal with more complex diagnosis problems, and then embedding the diagnosis framework into the agent architecture of vivid agents. \u003cbr\u003e \u003cem\u003eAutonomous, Model-Based Diagnosis Agents\u003c\/em\u003e surveys extended logic programming and shows how this expressive language is used to model diagnosis problems stemming from applications such as digital circuits, traffic control, integrity checking of a chemical database, alarm-correlation in cellular phone networks, diagnosis of an automatic mirror furnace, and diagnosis of communication protocols. The book reviews a bottom-up algorithm to remove contradiction from extended logic programs and substantially improves it by top-down evaluation of extended logic programs. Both algorithms are evaluated in the circuit domain including some of the ISCAS85 benchmark circuits. \u003cbr\u003e This comprehensive in-depth study of concepts, architectures, and implementation of autonomous, model-based diagnosis agents will be of great value for researchers, engineers, and graduate students with a background in artificial intelligence. For practitioners, it provides three main contributions: first, it provides many examples from diverse areas such as alarm correlation in phone networks to inconsistency checking in databases; second, it describes an architecture to develop agents; and third, it describes a sophisticated and declarative implementation of the concepts and architectures introduced.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Hardcover","offer_id":45281893679255,"sku":"9780792381426","price":7345.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780792381426.webp?v=1769300530","url":"https:\/\/atlanticbooks.com\/products\/autonomous-model-based-diagnosis-agents-9780792381426","provider":"Atlantic Books","version":"1.0","type":"link"}