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Applied parameter estimation for chemical engineers /
A presentation of important optimization methods used for parameter estimation. It focuses on the Gauss-Newton method for systems and processes represented by algebraic or differential equation models.
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New York :
M. Dekker,
©2001.
|
| Colección: | Chemical industries ;
v. 81. |
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 100 | 1 | |a Englezos, Peter, |d 1958- | |
| 245 | 1 | 0 | |a Applied parameter estimation for chemical engineers / |c Peter Englezos, Nicolas Kalogerakis. |
| 246 | 3 | 0 | |a Parameter estimation for chemical engineers |
| 260 | |a New York : |b M. Dekker, |c ©2001. | ||
| 300 | |a 1 online resource (xvii, 434 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a data file | ||
| 490 | 1 | |a Chemical industries ; |v 81 | |
| 504 | |a Includes bibliographical references (pages 391-402) and index. | ||
| 588 | 0 | |a Print version record. | |
| 520 | |a A presentation of important optimization methods used for parameter estimation. It focuses on the Gauss-Newton method for systems and processes represented by algebraic or differential equation models. | ||
| 505 | 0 | |a Preface; Contents; Introduction; Formulation of the Parameter Estimation Problem; Computation of Parameters in Linear Models -- Linear Regression; Gauss-Newton Method for Algebraic Models; Other Nonlinear Regression Methods for Algebraic Models; Gauss-Newton Method for Ordinary Differential Equation (ODE) Models'; Shortcut Estimation Methods for Ordinary Differential Equation (ODE) Models; Practical Guidelines for Algorithm Implementation; Constrained Parameter Estimation; Gauss-Newton Method for Partial Differential Equation (PDE) Models; Statistical Inferences; Design of Experiments. | |
| 590 | |a eBooks on EBSCOhost |b EBSCO eBook Subscription Academic Collection - Worldwide | ||
| 650 | 0 | |a Chemical engineering |x Mathematical models. | |
| 650 | 0 | |a Chemical engineering |x Statistical methods. | |
| 650 | 0 | |a Parameter estimation. | |
| 650 | 0 | |a Gaussian processes. | |
| 650 | 6 | |a Génie chimique |x Modèles mathématiques. | |
| 650 | 6 | |a Génie chimique |x Méthodes statistiques. | |
| 650 | 6 | |a Estimation d'un paramètre. | |
| 650 | 6 | |a Processus gaussiens. | |
| 650 | 7 | |a TECHNOLOGY & ENGINEERING |x Chemical & Biochemical. |2 bisacsh | |
| 650 | 7 | |a SCIENCE |x Chemistry |x Industrial & Technical. |2 bisacsh | |
| 650 | 7 | |a Chemical engineering |x Mathematical models |2 fast | |
| 650 | 7 | |a Chemical engineering |x Statistical methods |2 fast | |
| 650 | 7 | |a Gaussian processes |2 fast | |
| 650 | 7 | |a Parameter estimation |2 fast | |
| 650 | 7 | |a Mathematische Methode |2 gnd | |
| 650 | 7 | |a Verfahrenstechnik |2 gnd | |
| 650 | 1 | 7 | |a Oliewinning. |2 gtt |
| 650 | 1 | 7 | |a Procestechnologie. |2 gtt |
| 650 | 1 | 7 | |a Parameters. |2 gtt |
| 650 | 1 | 7 | |a Dynamica. |2 gtt |
| 650 | 1 | 7 | |a Wiskundige modellen. |2 gtt |
| 650 | 1 | 7 | |a Lineaire regressie. |2 gtt |
| 650 | 1 | 7 | |a Differentiaalvergelijkingen. |2 gtt |
| 650 | 1 | 7 | |a FORTRAN. |2 gtt |
| 650 | 1 | 7 | |a Toestandsvergelijkingen. |2 gtt |
| 650 | 7 | |a Génie chimique |x Modèles mathématiques. |2 ram | |
| 650 | 7 | |a Génie chimique |x Méthodes statistiques. |2 ram | |
| 650 | 7 | |a Estimation de paramètres. |2 ram | |
| 650 | 7 | |a Processus gaussiens. |2 ram | |
| 700 | 1 | |a Kalogerakis, Nicolas, |d 1954- | |
| 773 | 0 | |t CRC e-books. | |
| 776 | 0 | 8 | |i Print version: |a Englezos, Peter, 1958- |t Applied parameter estimation for chemical engineers. |d New York : M. Dekker, ©2001 |z 082479561X |w (DLC) 2001274920 |w (OCoLC)45827272 |
| 830 | 0 | |a Chemical industries ; |v v. 81. | |
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