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Fast Numerical Methods for Mixed-Integer Nonlinear Model-Predictive Control (Advances in Numerical Mathematics) - Softcover
Synopsis
Christian Kirches develops a fast numerical algorithm of wide applicability that efficiently solves mixed-integer nonlinear optimal control problems. He uses convexification and relaxation techniques to obtain computationally tractable reformulations for which feasibility and optimality certificates can be given even after discretization and rounding.
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“The book under review gives a useful introduction and presents valuable new contributions in this topic. ... The material is very clearly written and certain parts ... may well support graduate education. The targeted audience of the book is applied mathematicians and engineers.” (Gábor Szederkényi, Mathematical Reviews, January, 2015)
From the Back Cover
Current industrial practice knows many optimization tasks that can be cast as mixed-integer optimal control problems. Due to the combinatorial character of these problems, the computation of optimal solutions under real-time constraints is still a demanding challenge.
Starting with Bock's direct multiple shooting method for optimal control, Christian Kirches develops a fast numerical algorithm of wide applicability that efficiently solves mixed-integer nonlinear optimal control problems. He uses convexification and relaxation techniques to obtain computationally tractable reformulations for which feasibility and optimality certificates can be given even after discretization and rounding. In a sequential quadratic programming framework, extensive exploitation of arising structures in an active set method ultimately brings the developed algorithm towards real-time feasibility.
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- PublisherVieweg+Teubner Verlag
- Publication date2011
- ISBN 10 3834815721
- ISBN 13 9783834815729
- BindingPaperback
- LanguageEnglish
- Number of pages387
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Fast Numerical Methods for Mixed-Integer Nonlinear Model-Predictive Control
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Fast Numerical Methods for Mixed-Integer Nonlinear Model-Predictive Control (Advances in Numerical Mathematics)
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Fast Numerical Methods for Mixed-Integer Nonlinear Model-Predictive Control (Advances in Numerical Mathematics)
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Fast Numerical Methods for Mixed-Integer Nonlinear Model-Predictive Control
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Vieweg+Teubner, Vieweg+Teubner Verlag Sep 2011, 2011
ISBN 10: 3834815721
ISBN 13: 9783834815729
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Current industrial practice knows many optimization tasks that can be cast as mixed-integer optimal control problems. Due to the combinatorial character of these problems, the computation of optimal solutions under real-time constraints is still a demanding challenge.Starting with Bock's direct multiple shooting method for optimal control, Christian Kirches develops a fast numerical algorithm of wide applicability that efficiently solves mixed-integer nonlinear optimal control problems. He uses convexification and relaxation techniques to obtain computationally tractable reformulations for which feasibility and optimality certificates can be given even after discretization and rounding. In a sequential quadratic programming framework, extensive exploitation of arising structures in an active set method ultimately brings the developed algorithm towards real-time feasibility. 367 pp. Englisch. Seller Inventory # 9783834815729
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Fast Numerical Methods for Mixed-Integer Nonlinear Model-Predictive Control
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Current industrial practice knows many optimization tasks that can be cast as mixed-integer optimal control problems. Due to the combinatorial character of these problems, the computation of optimal solutions under real-time constraints is still a demanding challenge.Starting with Bock's direct multiple shooting method for optimal control, Christian Kirches develops a fast numerical algorithm of wide applicability that efficiently solves mixed-integer nonlinear optimal control problems. He uses convexification and relaxation techniques to obtain computationally tractable reformulations for which feasibility and optimality certificates can be given even after discretization and rounding. In a sequential quadratic programming framework, extensive exploitation of arising structures in an active set method ultimately brings the developed algorithm towards real-time feasibility. Seller Inventory # 9783834815729
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Fast Numerical Methods for Mixed-Integer Nonlinear Model-Predictive Control
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Dr. Christian Kirches is a postdoctoral researcher in the simulation and optimization group at the chair of Professor Dr. Dr. h.c. Hans Georg Bock at the Interdisciplinary Center for Scientific Computing (IWR) of Heidelberg University.Current industrial. Seller Inventory # 5379607
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Fast Numerical Methods for Mixed-integer Nonlinear Model-predictive Control
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Fast Numerical Methods for Mixed-Integer Nonlinear Model-Predictive Control (Advances in Numerical Mathematics)
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