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The Boxes Methodology Second Edition: Black Box Control of Ill-Defined Systems
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The Boxes Methodology Second Edition: Black Box Control of Ill-Defined Systems Paperback - 2022

by David W. Russell

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Reader reviews for The Boxes Methodology Second Edition: Black Box Control of Ill-Defined Systems

From the publisher

This book focuses on how the BOXES Methodology, which is based on the work of Donald Michie, is applied to ill-defined real-time control systems with minimal a priori knowledge of the system. The method is applied to a variety of systems including the familiar pole and cart. This second edition includes a new section that covers some further observations and thoughts, problems, and evolutionary extensions that the reader will find useful in their own implementation of the method.

This second edition includes a new section on how to handle jittering about a system boundary which in turn causes replicated run times to become part of the learning mechanism. It also addresses the aging of data values using a forgetfulness factor that causes wrong values of merit to be calculated. Another question that is addressed is "Should a BOXES cell ever be considered fully trained and, if so, excluded from further dynamic updates". Finally, it expands on how system boundaries may be shifted using data from many runs using an evolutionary paradigm.

From the rear cover

This book focuses on how the BOXES Methodology, which is based on the work of Donald Michie, is applied to ill-defined real-time control systems with minimal a priori knowledge of the system. The method is applied to a variety of systems including the familiar pole and cart. This second edition includes a new section that covers some further observations and thoughts, problems, and evolutionary extensions that the reader will find useful in their own implementation of the method.

This second edition includes a new section on how to handle jittering about a system boundary which in turn causes replicated run times to become part of the learning mechanism. It also addresses the aging of data values using a forgetfulness factor that causes wrong values of merit to be calculated. Another question that is addressed is "Should a BOXES cell ever be considered fully trained and, if so, excluded from further dynamic updates". Finally, it expands on how system boundaries maybe shifted using data from many runs using an evolutionary paradigm.

Details

  • Title The Boxes Methodology Second Edition: Black Box Control of Ill-Defined Systems
  • Author David W. Russell
  • Binding Paperback
  • Pages 277
  • Volumes 1
  • Language ENG
  • Publisher Springer
  • Publication date 2022-11-20
  • Illustrated Yes
  • Features Illustrated
  • ISBN 9783030860714 / 303086071X
  • Weight 0.93 lbs (0.42 kg)
  • Dimensions 9.21 x 6.14 x 0.63 in (23.39 x 15.60 x 1.60 cm)
  • Category Technology & Industrial Arts

About the author

David W. Russell, Ph.D, FIMechE, is a Professor Emeritus of Electrical Engineering at Penn State Great Valley, Pennsylvania, USA. His research interests include: applications of artificial intelligence (AI) to real-time, poorly defined control systems, systems engineering, factory information systems, philosophy of machine intelligence, and chaos theory and applications. He has lectured worldwide for many years and has over 30 papers based around the BOXES methodology.


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The BOXES Methodology Second Edition : Black Box Control of Ill-defined Systems

The BOXES Methodology Second Edition : Black Box Control of Ill-defined Systems

by David W. Russell

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Paperback / softback. New. New Book; Fast Shipping from UK; Not signed; Not First Edition; This book focuses on how the BOXES Methodology, which is based on the work of Donald Michie, is applied to ill-defined real-time control systems with minimal a priori knowledge of the system.
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The Boxes Methodology Second Edition: Black Box Control of Ill-Defined Systems
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The Boxes Methodology Second Edition: Black Box Control of Ill-Defined Systems

by Russell, David W.

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The BOXES Methodology Second Edition: Black Box Control of Ill-defined Systems
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The BOXES Methodology Second Edition: Black Box Control of Ill-defined Systems

by Russell, David W.

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ISBN 10 / ISBN 13
9783030860714 / 303086071X
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Springer, 2022. Paperback. New. 2nd edition. 299 pages. 9.25x6.10x0.79 inches.
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The Boxes Methodology Second Edition: Black Box Control of Ill-Defined Systems
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The Boxes Methodology Second Edition: Black Box Control of Ill-Defined Systems

by Russell, David W.

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ISBN 10 / ISBN 13
9783030860714 / 303086071x
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The BOXES Methodology Second Edition: Black Box Control of Ill-defined Systems
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The BOXES Methodology Second Edition: Black Box Control of Ill-defined Systems

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ISBN 10 / ISBN 13
9783030860714 / 303086071X
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2nd ed. 2022 edition NO-PA16APR2015-KAP. Papeback. New.
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