Nonlinear Programming: Concepts, Algorithms, and Applications to Chemical Processes
(Sprache: Englisch)
This book addresses modern nonlinear programming concepts and algorithms, especially as they apply to challenging applications in chemical process engineering. It relates the material to real-world problem classes in process optimisation, thus bridging the...
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Klappentext zu „Nonlinear Programming: Concepts, Algorithms, and Applications to Chemical Processes “
This book addresses modern nonlinear programming concepts and algorithms, especially as they apply to challenging applications in chemical process engineering. It relates the material to real-world problem classes in process optimisation, thus bridging the gap between the mathematical material and the practical uses. Nonlinear Programming: Concepts, Algorithms, and Applications to Chemical Processes shows readers which methods are best suited for specific applications, how large-scale problems should be formulated and what features of these problems should be emphasised, and how existing NLP methods can be extended to exploit specific structures of large-scale optimisation models. The book serves a dual function: it will be useful to chemical engineers who wish to understand and use nonlinear programming; it will also be of interest to experts in mathematical optimisation who want to understand process engineering problems and develop better approaches to solving them.
Inhaltsverzeichnis zu „Nonlinear Programming: Concepts, Algorithms, and Applications to Chemical Processes “
Preface; 1. Introduction to process optimization; 2. Concepts of unconstrained optimization; 3. Newton-type methods for unconstrained optimization; 4. Concepts of constrained optimization; 5. Newton methods for equality constrained optimization; 6. Numerical algorithms for constrained optimization; 7. Steady state process optimization; 8. Introduction to dynamic process optimization; 9. Dynamic optimization methods with embedded DAE solvers; 10. Simultaneous methods for dynamic optimization; 11. Process optimization with complementarity constraints; Bibliography; Index.
Autoren-Porträt von Lorenz T. Biegler
Lorenz T. Biegler is the Bayer Professor of Chemical Engineering at Carnegie Mellon University and a Fellow of the American Institute of Chemical Engineers. He has authored or coauthored over 200 journal articles and two books. His research interests lie in the field of computer-aided process engineering, including flowsheet optimization, optimization of systems of differential and algebraic equations, reactor network synthesis and algorithms for constrained, nonlinear process control.
Bibliographische Angaben
- Autor: Lorenz T. Biegler
- 2010, 416 Seiten, mit Abbildungen, Maße: 17,5 x 26,4 cm, Gebunden, Englisch
- Verlag: CAMBRIDGE UNIV PR
- ISBN-10: 0898717027
- ISBN-13: 9780898717020
Sprache:
Englisch
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