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Titlebook: Fast Numerical Methods for Mixed-Integer Nonlinear Model-Predictive Control; Christian Kirches Book 2011 Vieweg+Teubner Verlag | Springer

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書(shū)目名稱Fast Numerical Methods for Mixed-Integer Nonlinear Model-Predictive Control
編輯Christian Kirches
視頻videohttp://file.papertrans.cn/342/341284/341284.mp4
叢書(shū)名稱Advances in Numerical Mathematics
圖書(shū)封面Titlebook: Fast Numerical Methods for Mixed-Integer Nonlinear Model-Predictive Control;  Christian Kirches Book 2011 Vieweg+Teubner Verlag | Springer
描述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.
出版日期Book 2011
關(guān)鍵詞Nichtlineare Optimierung; Optimale Steuerung; gemischt-ganzzahlige Optimierung; nichtlineare modell-pr?
版次1
doihttps://doi.org/10.1007/978-3-8348-8202-8
isbn_softcover978-3-8348-1572-9
isbn_ebook978-3-8348-8202-8Series ISSN 1616-2994
issn_series 1616-2994
copyrightVieweg+Teubner Verlag | Springer Fachmedien Wiesbaden GmbH, Wiesbaden 2011
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