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The BOXES Methodology - David W. Russell
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Robust control mechanisms customarily require knowledge of the system's describing equations which may be of the high order differential type. In order to produce these equations, mathematical models can often be derived and correlated with measured dynamic behavior. There are two flaws in this approach one is the level of inexactness introduced by linearizations and the other when no model is apparent. Several years ago a new genre of control systems came to light that are much less dependen Robust control mechanisms customarily require knowledge of the system's describing equations which may be of the high order differential type. In order to produce these equations, mathematical models can often be derived and correlated with measured dynamic behavior. There are two flaws in this approach one is the level of inexactness introduced by linearizations and the other when no model is apparent. Several years ago a new genre of control systems came to light that are much less dependent on differential models such as fuzzy logic and genetic algorithms. Both of these soft computing solutions require quite considerable a priori system knowledge to create a control scheme and sometimes complicated training program before they can be implemented in a real world dynamic system. Michie and Chambers' BOXES methodology created a black box system that was designed to control a mechanically unstable system with very little a priori system knowledge, linearization or approximation. All the method needed was some notion of maximum and minimum values for the state variables and a set of boundaries that divided each variable into an integer state number. The BOXES Methodology applies the method to a variety of systems including continuous and chaotic dynamic systems, and discusses how it may be possible to create a generic control method that is self organizing and adaptive that learns with the assistance of near neighbouring states. The BOXES Methodology introduces students at the undergraduate and master's level to black box dynamic system control, and gives lecturers access to background materials that can be used in their courses in support of student research and classroom presentations in novel control systems and real-time applications of artificial intelligence. Designers are provided with a novel method of optimization and controller design when the equations of a system are difficult or unknown. Researchers interested in artificial intelligence (AI) research Automation, Technology, The BOXES Methodology~~ David W. Russell~~Automation~~Technology~~9781849965286, en, The BOXES Methodology, David W. Russell, 9781849965286, Springer, 03/12/2012, , , , Springer, 03/12/2012

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The BOXES Methodology - David W. Russell
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ISBN: 9781849965286

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Engineering; Control; Vibration, Dynamical Systems, Control; Algorithms; Control Structures and Microprogramming; Systems Theory, Control; Artificial Intelligence (incl. Robotics) BOXES Methodology, Black Box Control, CP0000, Chaotic Transients, Dynamic Systems Control, Learning Systems Algorithms Books eBook, Springer Science+Business Media

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This book introduces the BOXES methodology. It also presents a generic BOXES coefficient that makes the system almost completely application-independent, eliminating much of the a priori system knowledge currently needed for the method to be possible. Versandkosten: EUR 0.00
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The BOXES Methodology : Black Box Dynamic Control - Peter Kosmol
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This book introduces the BOXES methodology. It also presents a generic BOXES coefficient that makes the system almost completely application-independent, eliminating much of the a priori system knowledge currently needed for the method to be possible.; PDF \ Peter Kosmol; Scientific, Technical and Medical > Mathematics > Applied mathematics, De Gruyter

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David W. Russell:
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2012, ISBN: 9781849965286

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Black Box Dynamic Control, [ED: 1], Auflage, eBook Download (PDF), eBooks, [PU: Springer-Verlag]

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The BOXES Methodology - David W. Russell
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2012, ISBN: 9781849965286

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Black Box Dynamic Control, 2012, eBook Download (PDF), eBooks, [PU: Springer London]

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The BOXES Methodology
Autor:

David W. Russell

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Detailangaben zum Buch - The BOXES Methodology


EAN (ISBN-13): 9781849965286
ISBN (ISBN-10): 1849965285
Erscheinungsjahr: 2012
Herausgeber: Springer London
224 Seiten
Sprache: eng/Englisch

Buch in der Datenbank seit 26.06.2012 02:53:39
Buch zuletzt gefunden am 11.08.2017 15:44:44
ISBN/EAN: 9781849965286

ISBN - alternative Schreibweisen:
1-84996-528-5, 978-1-84996-528-6


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