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Dynamic tractable reasoning = a modu...

Andreas, Holger.

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Dynamic tractable reasoning = a modular approach to belief revision /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Dynamic tractable reasoning/ by Holger Andreas.
其他題名:	a modular approach to belief revision /
作者:	Andreas, Holger.
出版者:	Cham :Springer International Publishing : : 2020.,
面頁冊數:	xvii, 236 p. :ill., digital ;24 cm.
內容註:	Preface -- 1. Introduction -- Part I. Foundations -- 2. Frames -- 3. Belief Revision -- 4. Defeasible Reasoning -- Part II. Belief Revision with Frames -- 5. Postulates for Structuralism -- 6. Structuralist Belief Revision -- 7. Truth Maintenance -- 8. Frame Logic -- 9. Conclusions -- A Proofs -- Index of Symbols -- Index of Subjects.
Contained By:	Springer eBooks
標題:	Reasoning. -
電子資源:	https://doi.org/10.1007/978-3-030-36233-1
ISBN:	9783030362331

Dynamic tractable reasoning = a modular approach to belief revision /
Andreas, Holger.

Dynamic tractable reasoninga modular approach to belief revision /[electronic resource] :by Holger Andreas. - Cham :Springer International Publishing :2020. - xvii, 236 p. :ill., digital ;24 cm. - Synthese library ;v.420. - Synthese library ;v.420..

Preface -- 1. Introduction -- Part I. Foundations -- 2. Frames -- 3. Belief Revision -- 4. Defeasible Reasoning -- Part II. Belief Revision with Frames -- 5. Postulates for Structuralism -- 6. Structuralist Belief Revision -- 7. Truth Maintenance -- 8. Frame Logic -- 9. Conclusions -- A Proofs -- Index of Symbols -- Index of Subjects.

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.

ISBN: 9783030362331

Standard No.: 10.1007/978-3-030-36233-1doiSubjects--Topical Terms:

519507
Reasoning.

LC Class. No.: BC177 / .A53 2020

Dewey Class. No.: 160

Dynamic tractable reasoning = a modular approach to belief revision /
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