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Formal ways of representing uncertainty and various logics for reasoning about it; updated with new material on weighted probability measures, complexity-theoretic considerations, and other topics. 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.

Reasoning about Uncertainty (The MIT Press) Ebooks, PDF, ePub

Reasoning about Uncertainty / The MIT Press ~ 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 .

Reasoning about Uncertainty (MIT Press) PDF ~ Reasoning about Uncertainty (MIT Press) PDF. September 6, 2017. 2 min read. Book Description: 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.

Reasoning about Uncertainty. (eBook) [WorldCat] ~ MIT Press ©2017: Edition/Format: eBook: Document : EnglishView all editions and formats: Rating: (not yet rated) 0 with reviews - Be the first. Subjects: Computing & Processing, General Topics for Engineers. More like this: Similar Items

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Reasoning about uncertainty (eBook, 2017) [WorldCat] ~ Get this from a library! Reasoning about uncertainty. [Joseph Y Halpern] -- Formal ways of representing uncertainty and various logics for reasoning about it; updated with new material on weighted probability measures, complexity-theoretic considerations, and other topics. . The MIT Press, [2017] ©2017: Edition/Format: eBook: Document .

Reasoning about Uncertainty - Joseph Y. Halpern - Google Books ~ Formal ways of representing uncertainty and various logics for reasoning about it; updated with new material on weighted probability measures, complexity-theoretic considerations, and other topics.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 .

Reasoning about Uncertainty, Second Edition / The MIT Press ~ Formal ways of representing uncertainty and various logics for reasoning about it; updated with new material on weighted probability measures, complexity-theoretic considerations, and other topics. 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 .

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Reasoning about Uncertainty (MIT Press): Halpern, Joseph Y ~ Reasoning about Uncertainty is a very valuable synthesis of the mathematics of uncertainty as it has developed in a number of related fields -- probability, statistics, computer science, game theory, artificial intelligence, and philosophy. Researchers in all of these fields will find this a very useful book -- both for its elegant treatment of .

A Logical Approach to Reasoning about Uncertainty: A ~ Uncertainty is a fundamental—and unavoidable—feature of daily life. In order to deal with uncertainty intelligently, we need to be able to represent it and reason about it. These notes describe a systematic approach for doing so. I have made no attempt to be comprehensive here; I have been guided by my biases and my own research.

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Reasoning about Uncertainty by Joseph Y. Halpern ~ 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.

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