
Practical Methods for Optimal Control and Estimation Using Nonlinear Programming
John T. Betts(Author)
Society for Industrial and Applied Mathematics (SIAM) (Publisher)
2nd Edition
Published on 1. December 2009
Book
Hardback
458 pages
978-0-89871-688-7 (ISBN)
Description
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.
This new second edition includes presentation of relevant background in nonlinear programming methods that exploit sparse matrix technology, along with description of discretization techniques for solving differential-algebraic equations and an extensive collection of example problems that demonstrate the 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.
This new second edition includes presentation of relevant background in nonlinear programming methods that exploit sparse matrix technology, along with description of discretization techniques for solving differential-algebraic equations and an extensive collection of example problems that demonstrate the 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.
More details
Edition
2nd Revised edition
Language
English
Place of publication
Philadelphia
United States
Target group
This book 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 electrical, mechanical, and structural engineering. It can also be a primary or supplemental text for graduate courses on optimal control methods.
Product notice
sewn/stitched
Cloth over boards
Dimensions
Height: 247 mm
Width: 174 mm
Thickness: 25 mm
Weight
948 gr
ISBN-13
978-0-89871-688-7 (9780898716887)
Schweitzer Classification
Person
John T. Betts is a Technical Fellow in the Research and Technology Division of The Boeing Company. He is a member of AIAA and SIAM and is on the editorial board of Optimization and Engineering.
Content
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.