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The BOXES Methodology Second Edition: Black Box Control of Ill-defined Systems book cover by David W. Russell
Hardcover

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

by David W. Russell

$149.59 / copy at 25+ copies As low as $146.19 at 100+Your best volume price

Total $3,739.75

Hardcover · 277 pages Springer International Publishing · 2021

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Hardcover
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About the book

The BOXES Methodology Second 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. 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.



The book, The BOXES Methodology Second Edition: Black Box Control of Ill-defined Systems [Bulk, Wholesale, Quantity] ISBN#9783030860684 in Hardcover by David W. Russell may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Publisher
Springer International Publishing
Author
David W. Russell
Format
Hardcover
Published
Nov 19, 2021
ISBN-13
9783030860684
Pages
277
Printing
Printed on demand
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CopiesPrice per copyYou save
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