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Uncertainty is a fundamental and unavoidable feature of daily life; in order to deal with uncertaintly intelligently, we need to be able to represent it and reason about it. In this book, Joseph Halpern examines formal ways of representing uncertainty and considers various logics for reasoning about it. While the ideas presented are formalized in terms of definitions and theorems, the emphasis is on the philosophy of representing and reasoning about uncertainty; the material is accessible and relevant to researchers and students in many fields, including computer science, artificial intelligence, economics (particularly game theory), mathematics, philosophy, and statistics.Halpern begins by surveying possible formal systems for representing uncertainty, including probability measures, possibility measures, and plausibility measures. He considers the updating of beliefs based on changing information and the relation to Bayes' theorem; this leads to a discussion of qualitative, quantitative, and plausibilistic Bayesian networks. He considers not only the uncertainty of a single agent but also uncertainty in a multi-agent framework. Halpern then considers the formal logical systems for reasoning about uncertainty. He discusses knowledge and belief; default reasoning and the semantics of default; reasoning about counterfactuals, and combining probability and counterfactuals; belief revision; first-order modal logic; and statistics and beliefs. He includes a series of exercises at the end of each chapter.
Über den Autor: Joseph Y. Halpern is Professor of Computer Science at Cornell University.
Titel: Reasoning about Uncertainty
Verlag: The MIT Press
Zustand: very good
Buchbeschreibung The MIT Press, 2003. Hardcover. Buchzustand: Acceptable. May contain significant cover/edge/spine damage. Dust jacket may be missing or damaged. Supplemental material may not be included. Fine reading copy. Ships Fast! Satisfaction Guaranteed!. Buchnummer des Verkäufers mon0000542499
Buchbeschreibung The MIT Press, 2003. Hardcover. Buchzustand: Good. Item may show signs of shelf wear. Pages may include limited notes and highlighting. Includes supplemental or companion materials if applicable. Access codes may or may not work. Connecting readers since 1972. Customer service is our top priority. Buchnummer des Verkäufers mon0000799984
Buchbeschreibung The MIT Press. Hardcover. Buchzustand: VERY GOOD. little to no wear, pages are clean. The cover and binding are crisp with next no creases. Buchnummer des Verkäufers 2740431240
Buchbeschreibung The MIT Press. Hardcover. Buchzustand: As New. Book almost like new. Cover and pages are undamaged. Buchnummer des Verkäufers G0262083205I2N00
Buchbeschreibung The MIT Press, 2003. Hardcover. Buchzustand: Used: Acceptable. Buchnummer des Verkäufers SONG0262083205
Buchbeschreibung The MIT Press 2003-10-01, 2003. Hardcover. Buchzustand: good. 0262083205. Buchnummer des Verkäufers 587298
Buchbeschreibung Buchzustand: Good. Book Condition: Good. Buchnummer des Verkäufers 97802620832014.0
Buchbeschreibung The MIT Press, 2003. Hardcover. Buchzustand: Very Good. Buchnummer des Verkäufers P020262083205
Buchbeschreibung Buchzustand: Very Good. Book Condition: Very Good. Buchnummer des Verkäufers 97802620832013.0
Buchbeschreibung The MIT Press, 2003. Hardcover. Buchzustand: Like New. Buchnummer des Verkäufers P010262083205