Practical Methods for Optimal Control and Estimation Using Nonlinear Programming

Gebonden Engels 2009 9780898716887
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This second edition of the popular text by John Betts incorporates lots of new material while maintaining the concise and focused presentation of the original edition. The book describes how sparse optimization methods can be combined with discretization techniques for differential-algebraic equations and used to solve optimal control and estimation problems. The interaction between optimization and integration is emphasized throughout the book. The relevant background in nonlinear programming methods that exploit sparse matrix technology is presented, along with description of discretization techniques for solving differential-algebraic equations. It will appeal to users of optimal control working in fields such as the aerospace industry, chemical process control, mathematical biology, robotics and multibody simulation, and engineering. It is also suitable for graduate courses on optimal control methods. The SOCS software referenced within the book can be licensed from Boeing by readers interested in receiving the code and training materials for further investigation.

Specificaties

ISBN13:9780898716887
Taal:Engels
Bindwijze:Gebonden
Aantal pagina's:458
Uitgever:Society for Industrial and Applied Mathematics

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Inhoudsopgave

Preface; 1. Introduction to nonlinear programming; 2. Large, sparse nonlinear programming; 3. Optimal control preliminaries; 4. The optimal control problem; 5. Parameter estimation; 6. Optimal control examples; 7. Advanced applications; 8. Epilogue; Appendix. Software; Bibliography; Index.

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€ 103,25
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        Practical Methods for Optimal Control and Estimation Using Nonlinear Programming