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Item Details
Title: REASONING ABOUT UNCERTAINTY
By: Joseph Y. Halpern
Format: Paperback

List price: £62.00
Our price: £49.60
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ISBN 10: 0262533804
ISBN 13: 9780262533805
Availability: Usually dispatched within 3-5 days.
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Stock: Currently 4 available
Publisher: MIT PRESS LTD
Pub. date: 7 April, 2017
Edition: second edition
Series: Reasoning about Uncertainty
Pages: 504
Synopsis: In order to deal with uncertainty 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. Halpern surveys possible formal systems for representing uncertainty, including probability measures, possibility measures, and plausibility measures; considers the updating of beliefs based on changing information and the relation to Bayes' theorem; and discusses qualitative, quantitative, and plausibilistic Bayesian networks.This second edition has been updated to reflect Halpern's recent research. New material includes a consideration of weighted probability measures and how they can be used in decision making; analyses of the Doomsday argument and the Sleeping Beauty problem; modeling games with imperfect recall using the runs-and-systems approach; a discussion of complexity-theoretic considerations; the application of first-order conditional logic to security. Reasoning about Uncertainty is accessible and relevant to researchers and students in many fields, including computer science, artificial intelligence, economics (particularly game theory), mathematics, philosophy, and statistics.
Reader Age: From 18 years
Illustrations: 18 b&w illus.
Publication: US
Imprint: MIT Press
Returns: Returnable
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