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Nonlinear Programming

Concepts, Algorithms, and Applications to Chemical Processes
BuchGebunden
416 Seiten
Englisch
Greenwich Medical Mediaerschienen am14.10.2010
This book addresses modern nonlinear programming (NLP) concepts and algorithms, especially as they apply to challenging applications in chemical process engineering. The author provides a firm grounding in fundamental NLP properties and algorithms, and relates them to real-world problem classes in process optimization, thus making the material understandable and useful to chemical engineers and experts in mathematical optimization. Nonlinear Programming shows readers which NLP methods are best suited for specific applications, how large-scale problems should be formulated and what features of these problems should be emphasized, and how existing NLP methods can be extended to exploit specific structures of large-scale optimization models.mehr

Produkt

KlappentextThis book addresses modern nonlinear programming (NLP) concepts and algorithms, especially as they apply to challenging applications in chemical process engineering. The author provides a firm grounding in fundamental NLP properties and algorithms, and relates them to real-world problem classes in process optimization, thus making the material understandable and useful to chemical engineers and experts in mathematical optimization. Nonlinear Programming shows readers which NLP methods are best suited for specific applications, how large-scale problems should be formulated and what features of these problems should be emphasized, and how existing NLP methods can be extended to exploit specific structures of large-scale optimization models.
Details
ISBN/GTIN978-0-89871-702-0
ProduktartBuch
EinbandartGebunden
FormatGenäht
Erscheinungsjahr2010
Erscheinungsdatum14.10.2010
Seiten416 Seiten
SpracheEnglisch
MasseBreite 184 mm, Höhe 264 mm, Dicke 27 mm
Gewicht897 g
Artikel-Nr.59988041

Inhalt/Kritik

Inhaltsverzeichnis
* Preface* Chapter 1: Introduction to Process Optimization* Chapter 2: Concepts of Unconstrained Optimization* Chapter 3: Newton-Type Methods for Unconstrained Optimization* Chapter 4: Concepts of Constrained Optimization* Chapter 5: Newton Methods for Equality Constrained Optimization* Chapter 6: Numerical Algorithms for Constrained Optimization* Chapter 7: Steady State Process Optimization* Chapter 8: Introduction to Dynamic Process Optimization* Chapter 9: Dynamic Optimization Methods with Embedded DAE Solvers* Chapter 10: Simultaneous Methods for Dynamic Optimization* Chapter 11: Process Optimization with Complementarity Constraints* Bibliography* Indexmehr

Autor

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.