Inverse Modelling and Inverse Simulation for Engineering Applications: Novel Ideas for System Engineering and Control Applications - Couverture souple

Lu, Linghai

 
9783838337333: Inverse Modelling and Inverse Simulation for Engineering Applications: Novel Ideas for System Engineering and Control Applications
Couverture souple
ISBN 10 : 3838337336 ISBN 13 : 9783838337333
Editeur : LAP Lambert Academic Publishing, 2010

Synopsis

Following extensive development over the past two decades, techniques of inverse simulation have led to a range of successful applications. However, the available methods still have some well-known limitations. Two new methods are developed to overcome these issues. The first one, based on sensitivity-analysis theory, allows the Jacobian matrix to be calculated by solving a sensitivity equation. The second one, based on a constrained Nelder-Mead search-based optimisation algorithm, is completely derivative-free algorithm for inverse simulation This thesis also offers new insight into the relationship between mathematically based techniques of model inversion and the inverse simulation approach. The similarities and shortcomings of both these methodologies are explored. The analysis of results for these practical applications shows that the approaches developed and presented in this thesis are of practical importance. It is believed that these developments form a useful step in moving inverse simulation methods from the status of an academic research topic to a practical and robust set of tools for engineering system design.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Following extensive development over the past two decades, techniques of inverse simulation have led to a range of successful applications. However, the available methods still have some well-known limitations. Two new methods are developed to overcome these issues. The first one, based on sensitivity-analysis theory, allows the Jacobian matrix to be calculated by solving a sensitivity equation. The second one, based on a constrained Nelder-Mead search-based optimisation algorithm, is completely derivative-free algorithm for inverse simulation This thesis also offers new insight into the relationship between mathematically based techniques of model inversion and the inverse simulation approach. The similarities and shortcomings of both these methodologies are explored. The analysis of results for these practical applications shows that the approaches developed and presented in this thesis are of practical importance. It is believed that these developments form a useful step in moving inverse simulation methods from the status of an academic research topic to a practical and robust set of tools for engineering system design.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP Lambert Academic Publishing
Date d'édition
2010
Langue
anglais
ISBN 10 
3838337336
ISBN 13 
9783838337333
Reliure
Broché
Nombre de pages
236
Coordonnées du fabricant
non disponible
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