Reasoning about Uncertainty, second edition

Reasoning about Uncertainty, second edition
Author :
Publisher : MIT Press
Total Pages : 505
Release :
ISBN-10 : 9780262533805
ISBN-13 : 0262533804
Rating : 4/5 (804 Downloads)

Book Synopsis Reasoning about Uncertainty, second edition by : Joseph Y. Halpern

Download or read book Reasoning about Uncertainty, second edition written by Joseph Y. Halpern and published by MIT Press. This book was released on 2017-04-07 with total page 505 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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, second edition Related Books

Reasoning about Uncertainty, second edition
Language: en
Pages: 505
Authors: Joseph Y. Halpern
Categories: Computers
Type: BOOK - Published: 2017-04-07 - Publisher: MIT Press

DOWNLOAD EBOOK

Formal ways of representing uncertainty and various logics for reasoning about it; updated with new material on weighted probability measures, complexity-theore
Reasoning About Knowledge
Language: en
Pages: 576
Authors: Ronald Fagin
Categories: Business & Economics
Type: BOOK - Published: 2004-01-09 - Publisher: MIT Press

DOWNLOAD EBOOK

Reasoning about knowledge—particularly the knowledge of agents who reason about the world and each other's knowledge—was once the exclusive province of phil
Inferential Models
Language: en
Pages: 274
Authors: Ryan Martin
Categories: Mathematics
Type: BOOK - Published: 2015-09-25 - Publisher: CRC Press

DOWNLOAD EBOOK

A New Approach to Sound Statistical ReasoningInferential Models: Reasoning with Uncertainty introduces the authors' recently developed approach to inference: th
Probabilistic Reasoning in Intelligent Systems
Language: en
Pages: 552
Authors: Judea Pearl
Categories: Computers
Type: BOOK - Published: 2014-06-28 - Publisher: Elsevier

DOWNLOAD EBOOK

Probabilistic Reasoning in Intelligent Systems is a complete and accessible account of the theoretical foundations and computational methods that underlie plaus
Dynamics, Uncertainty and Reasoning
Language: en
Pages: 207
Authors: Beishui Liao
Categories: Philosophy
Type: BOOK - Published: 2019-07-23 - Publisher: Springer

DOWNLOAD EBOOK

This volume collects selected papers presented at the Second Chinese Conference on Logic and Argumentation in 2018 held in Hangzhou, China. The papers presented