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The BOXES Methodology Second Edition

Black Box Control of Ill-defined Systems

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Springer


Paru le : 2021-11-18



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Description

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.

Pages
277 pages
Collection
n.c
Parution
2021-11-18
Marque
Springer
EAN papier
9783030860684
EAN PDF
9783030860691
Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
27
Taille du fichier
7793 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
148,39 €
EAN EPUB
9783030860691
Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
27
Taille du fichier
18299 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
148,39 €

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