Uncertain Inference by Henry E Kyburg Jr

Uncertain Inference by Henry E Kyburg Jr

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Summary

There have been many approaches to the problem of uncertain inference, ranging from probability to inductive logic to nonmonotonic logic. This book seeks to provide a clear exposition of these approaches within a unified framework. This book is for students and professionals in philosophy, computer science, and AI.

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Uncertain Inference by Henry E Kyburg Jr

Coping with uncertainty is a necessary part of ordinary life and is crucial to an understanding of how the mind works. For example, it is a vital element in developing artificial intelligence that will not be undermined by its own rigidities. There have been many approaches to the problem of uncertain inference, ranging from probability to inductive logic to nonmonotonic logic. Thisbook seeks to provide a clear exposition of these approaches within a unified framework. The principal market for the book will be students and professionals in philosophy, computer science, and AI. Among the special features of the book are a chapter on evidential probability, which has not received a basic exposition before; chapters on nonmonotonic reasoning and theory replacement, matters rarely addressed in standard philosophical texts; and chapters on Mill's methods and statistical inference that cover material sorely lacking in the usual treatments of AI and computer science.
"Overall this book is one of the most thorough and objective treatments of inductive reasoning that I have encounteredIt is clearly written with well chosen examples and both the scope and depth of the material covered is impressive...an excellent postgraduate textbook." Mathematical Reviews
SKU Unavailable
ISBN 13 9780521001014
ISBN 10 0521001013
Title Uncertain Inference
Author Henry E Kyburg Jr
Condition Unavailable
Binding Type Paperback
Publisher Cambridge University Press
Year published 2001-08-06
Number of pages 312
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.