Hybrid Predictive Control for Dynamic Transport Problems

Hybrid Predictive Control for Dynamic Transport Problems develops methods for the design of predictive control strategies for nonlinear-dynamic hybrid discrete-/continuous-variable systems. The methodology is designed for real-time applications, particularly the study of dynamic transport systems. O...

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Bibliografische gegevens
Hoofdauteurs: Núñez, Alfredo A., Sáez, Doris, 1971- (Auteur), Cortés, Cristián E. (Auteur)
Formaat: Livre numérique
Taal:Anglais
Gepubliceerd in: London : Springer London 2013.
Cham : Springer Nature
Reeks:Advances in Industrial Control
Online toegang:Accès sur la plateforme de l'éditeur
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Opmerking: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
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Edition sous un autre format:• Hybrid Predictive Control for Dynamic Transport Problems, Texte imprimé, 9781447143529
• Hybrid Predictive Control for Dynamic Transport Problems, Texte imprimé, 9781447159407
• Hybrid Predictive Control for Dynamic Transport Problems, Texte imprimé, 9781447143505
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100 1 |a Núñez, Alfredo A. 
245 1 0 |a Hybrid Predictive Control for Dynamic Transport Problems   |c by Alfredo A. Núñez, Doris A. Sáez, Cristián E. Cortés. 
260 |a London :  |b Springer London. 
260 |a Cham :  |b Springer Nature,  |c 2013. 
490 0 |a Advances in Industrial Control  |x 2193-1577 
500 |a Archives Springer e-books (Licence nationale) 
500 |a Archives Springer e-books (Licence nationale) 
505 0 |a Hybrid Predictive Control: Mono-objective and Multi-objective Design -- Hybrid Predictive Control for a Dial-a-ride System -- Hybrid Predictive Control for Operational Decisions in Public Transport Systems. 
506 |a Accès en ligne pour les établissements français bénéficiaires des licences nationales 
506 |a Accès soumis à abonnement pour tout autre établissement 
506 |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. chttps://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 
520 |a Hybrid Predictive Control for Dynamic Transport Problems develops methods for the design of predictive control strategies for nonlinear-dynamic hybrid discrete-/continuous-variable systems. The methodology is designed for real-time applications, particularly the study of dynamic transport systems. Operational and service policies are considered, as well as cost reduction. The control structure is based on a sound definition of the key variables and their evolution. A flexible objective function able to capture the predictive behaviour of the system variables is described. Coupled with efficient algorithms, mainly drawn from the area of computational intelligence, this is shown to optimize performance indices for real-time applications. The framework of the proposed predictive control methodology is generic and, being able to solve nonlinear mixed-integer optimization problems dynamically, is readily extendable to other industrial processes. The main topics of this book are: hybrid predictive control (HPC) design based on evolutionary multiobjective optimization (EMO); HPC based on EMO for dial-a-ride systems; and HPC based on EMO for operational decisions in public transport systems. Hybrid Predictive Control for Dynamic Transport Problems is a comprehensive analysis of HPC and its application to dynamic transport systems. Introductory material on evolutionary algorithms is presented in summary in an appendix. The text will be of interest to control and transport engineers working on the operational optimization of transport systems and to academic researchers working with hybrid systems. The potential applications of the generic methods presented here in other process fields will appeal to a wider group of researchers, scientists and graduate students working in other control-related disciplines. 
700 1 |a Sáez, Doris,  |d 1971-  |4 aut 
700 1 |a Cortés, Cristián E.  |4 aut 
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776 0 |t Hybrid Predictive Control for Dynamic Transport Problems  |b Texte imprimé  |z 9781447159407 
776 0 |t Hybrid Predictive Control for Dynamic Transport Problems  |b Texte imprimé  |z 9781447143505 
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