Dynamic Tractable Reasoning - A Modular Approach to Belief Revision (Paperback, 1st ed. 2020)

This book aims to lay bare the logical foundations of tractable reasoning. It draws on Marvin Minsky's seminal work on frames, which has been highly influential in computer science and, to a lesser extent, in cognitive science. Only very few people have explored ideas about frames in logic, which is why the investigation in this book breaks new ground. The apparent intractability of dynamic, inferential reasoning is an unsolved problem in both cognitive science and logic-oriented artificial intelligence. By means of a logical investigation of frames and frame concepts, Andreas devises a novel logic of tractable reasoning, called frame logic. Moreover, he devises a novel belief revision scheme, which is tractable for frame logic. These tractability results shed new light on our logical and cognitive means to carry out dynamic, inferential reasoning. Modularity remains central for tractability, and so the author sets forth a logical variant of the massive modularity hypothesis in cognitive science. This book conducts a sustained and detailed examination of the structure of tractable and intelligible reasoning in cognitive science and artificial intelligence. Working from the perspective of formal epistemology and cognitive science, Andreas uses structuralist notions from Bourbaki and Sneed to provide new foundational analyses of frames, object-oriented programming, belief revision, and truth maintenance. Andreas then builds on these analyses to construct a novel logic of tractable reasoning he calls frame logic, together with a novel belief revision scheme that is tractable for frame logic. Put together, these logical analyses and tractability results provide new understandings of dynamic and inferential reasoning. Jon Doyle, North Carolina State University

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Series:	Synthese Library, 420
Release date:	March 2021
First published:	2020
Authors:	Holger Andreas
Dimensions:	235 x 155mm (L x W)
Format:	Paperback
Pages:	236
Edition:	1st ed. 2020
ISBN-13:	978-3-03-036235-5
Categories:	Books > Humanities > Philosophy > Topics in philosophy > Philosophy of mind Books > Humanities > Philosophy > Topics in philosophy > Logic Books > Science & Mathematics > Mathematics > Applied mathematics > General Books > Science & Mathematics > Biology, life sciences > Life sciences: general issues > Neurosciences Books > Computing & IT > Applications of computing > Artificial intelligence > General Books > Philosophy > Topics in philosophy > Logic Books > Philosophy > Topics in philosophy > Philosophy of mind Promotions
LSN:	3-03-036235-3
Barcode:	9783030362355

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