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.
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Weitere Verfasser: | |
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York :
M. Dekker,
©2001.
|
| Schriftenreihe: | Chemical industries ;
v. 81. |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | 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. |
| Beschreibung: | 1 online resource (xvii, 434 pages) : illustrations |
| Bibliographie: | Includes bibliographical references (pages 391-402) and index. |
| ISBN: | 9780585434209 0585434204 9780824745264 0824745264 9780203904695 0203904699 9781135553937 1135553939 |
Internformat
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| 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 | ||
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| 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. | |
| 650 | 0 | |a Chemical engineering |x Mathematical models. | |
| 650 | 0 | |a Chemical engineering |x Statistical methods. | |
| 650 | 0 | |a Parameter estimation. |0 http://id.loc.gov/authorities/subjects/sh85097853 | |
| 650 | 0 | |a Gaussian processes. |0 http://id.loc.gov/authorities/subjects/sh85053558 | |
| 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 |0 http://d-nb.info/gnd/4155620-3 | |
| 650 | 7 | |a Verfahrenstechnik |2 gnd |0 http://d-nb.info/gnd/4062781-0 | |
| 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 |
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| 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- |1 https://id.oclc.org/worldcat/entity/E39PCjCbf3DtKhhmrqjxBkXBKd |0 http://id.loc.gov/authorities/names/no2001024104 | |
| 758 | |i has work: |a Applied parameter estimation for chemical engineers (Text) |1 https://id.oclc.org/worldcat/entity/E39PCFPqkrRtCtwhktkHq4PcdP |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 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 |
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Datensatz im Suchindex
| DE-BY-FWS_katkey | ZDB-4-EBA-ocm51045635 |
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| _version_ | 1816881603331227649 |
| adam_text | |
| any_adam_object | |
| author | Englezos, Peter, 1958- |
| author2 | Kalogerakis, Nicolas, 1954- |
| author2_role | |
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| author_GND | http://id.loc.gov/authorities/names/no2001024099 http://id.loc.gov/authorities/names/no2001024104 |
| author_facet | Englezos, Peter, 1958- Kalogerakis, Nicolas, 1954- |
| author_role | |
| author_sort | Englezos, Peter, 1958- |
| author_variant | p e pe |
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| collection | ZDB-4-EBA |
| contents | 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. |
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| discipline | Chemie / Pharmazie |
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| id | ZDB-4-EBA-ocm51045635 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:15:20Z |
| institution | BVB |
| isbn | 9780585434209 0585434204 9780824745264 0824745264 9780203904695 0203904699 9781135553937 1135553939 |
| language | English |
| oclc_num | 51045635 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (xvii, 434 pages) : illustrations |
| psigel | ZDB-4-EBA |
| publishDate | 2001 |
| publishDateSearch | 2001 |
| publishDateSort | 2001 |
| publisher | M. Dekker, |
| record_format | marc |
| series | Chemical industries ; |
| series2 | Chemical industries ; |
| spelling | Englezos, Peter, 1958- https://id.oclc.org/worldcat/entity/E39PCjFwJ4wfwCcDrwFv9VdrYP http://id.loc.gov/authorities/names/no2001024099 Applied parameter estimation for chemical engineers / Peter Englezos, Nicolas Kalogerakis. Parameter estimation for chemical engineers New York : M. Dekker, ©2001. 1 online resource (xvii, 434 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier data file Chemical industries ; 81 Includes bibliographical references (pages 391-402) and index. Print version record. 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. 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. Chemical engineering Mathematical models. Chemical engineering Statistical methods. Parameter estimation. http://id.loc.gov/authorities/subjects/sh85097853 Gaussian processes. http://id.loc.gov/authorities/subjects/sh85053558 Génie chimique Modèles mathématiques. Génie chimique Méthodes statistiques. Estimation d'un paramètre. Processus gaussiens. TECHNOLOGY & ENGINEERING Chemical & Biochemical. bisacsh SCIENCE Chemistry Industrial & Technical. bisacsh Chemical engineering Mathematical models fast Chemical engineering Statistical methods fast Gaussian processes fast Parameter estimation fast Mathematische Methode gnd http://d-nb.info/gnd/4155620-3 Verfahrenstechnik gnd http://d-nb.info/gnd/4062781-0 Oliewinning. gtt Procestechnologie. gtt Parameters. gtt Dynamica. gtt Wiskundige modellen. gtt Lineaire regressie. gtt Differentiaalvergelijkingen. gtt FORTRAN. gtt Toestandsvergelijkingen. gtt Génie chimique Modèles mathématiques. ram Génie chimique Méthodes statistiques. ram Estimation de paramètres. ram Processus gaussiens. ram Kalogerakis, Nicolas, 1954- https://id.oclc.org/worldcat/entity/E39PCjCbf3DtKhhmrqjxBkXBKd http://id.loc.gov/authorities/names/no2001024104 has work: Applied parameter estimation for chemical engineers (Text) https://id.oclc.org/worldcat/entity/E39PCFPqkrRtCtwhktkHq4PcdP https://id.oclc.org/worldcat/ontology/hasWork CRC e-books. Print version: Englezos, Peter, 1958- Applied parameter estimation for chemical engineers. New York : M. Dekker, ©2001 082479561X (DLC) 2001274920 (OCoLC)45827272 Chemical industries ; v. 81. http://id.loc.gov/authorities/names/n42006016 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=57179 Volltext |
| spellingShingle | Englezos, Peter, 1958- Applied parameter estimation for chemical engineers / Chemical industries ; 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. Chemical engineering Mathematical models. Chemical engineering Statistical methods. Parameter estimation. http://id.loc.gov/authorities/subjects/sh85097853 Gaussian processes. http://id.loc.gov/authorities/subjects/sh85053558 Génie chimique Modèles mathématiques. Génie chimique Méthodes statistiques. Estimation d'un paramètre. Processus gaussiens. TECHNOLOGY & ENGINEERING Chemical & Biochemical. bisacsh SCIENCE Chemistry Industrial & Technical. bisacsh Chemical engineering Mathematical models fast Chemical engineering Statistical methods fast Gaussian processes fast Parameter estimation fast Mathematische Methode gnd http://d-nb.info/gnd/4155620-3 Verfahrenstechnik gnd http://d-nb.info/gnd/4062781-0 Oliewinning. gtt Procestechnologie. gtt Parameters. gtt Dynamica. gtt Wiskundige modellen. gtt Lineaire regressie. gtt Differentiaalvergelijkingen. gtt FORTRAN. gtt Toestandsvergelijkingen. gtt Génie chimique Modèles mathématiques. ram Génie chimique Méthodes statistiques. ram Estimation de paramètres. ram Processus gaussiens. ram |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85097853 http://id.loc.gov/authorities/subjects/sh85053558 http://d-nb.info/gnd/4155620-3 http://d-nb.info/gnd/4062781-0 |
| title | Applied parameter estimation for chemical engineers / |
| title_alt | Parameter estimation for chemical engineers |
| title_auth | Applied parameter estimation for chemical engineers / |
| title_exact_search | Applied parameter estimation for chemical engineers / |
| title_full | Applied parameter estimation for chemical engineers / Peter Englezos, Nicolas Kalogerakis. |
| title_fullStr | Applied parameter estimation for chemical engineers / Peter Englezos, Nicolas Kalogerakis. |
| title_full_unstemmed | Applied parameter estimation for chemical engineers / Peter Englezos, Nicolas Kalogerakis. |
| title_short | Applied parameter estimation for chemical engineers / |
| title_sort | applied parameter estimation for chemical engineers |
| topic | Chemical engineering Mathematical models. Chemical engineering Statistical methods. Parameter estimation. http://id.loc.gov/authorities/subjects/sh85097853 Gaussian processes. http://id.loc.gov/authorities/subjects/sh85053558 Génie chimique Modèles mathématiques. Génie chimique Méthodes statistiques. Estimation d'un paramètre. Processus gaussiens. TECHNOLOGY & ENGINEERING Chemical & Biochemical. bisacsh SCIENCE Chemistry Industrial & Technical. bisacsh Chemical engineering Mathematical models fast Chemical engineering Statistical methods fast Gaussian processes fast Parameter estimation fast Mathematische Methode gnd http://d-nb.info/gnd/4155620-3 Verfahrenstechnik gnd http://d-nb.info/gnd/4062781-0 Oliewinning. gtt Procestechnologie. gtt Parameters. gtt Dynamica. gtt Wiskundige modellen. gtt Lineaire regressie. gtt Differentiaalvergelijkingen. gtt FORTRAN. gtt Toestandsvergelijkingen. gtt Génie chimique Modèles mathématiques. ram Génie chimique Méthodes statistiques. ram Estimation de paramètres. ram Processus gaussiens. ram |
| topic_facet | Chemical engineering Mathematical models. Chemical engineering Statistical methods. Parameter estimation. Gaussian processes. Génie chimique Modèles mathématiques. Génie chimique Méthodes statistiques. Estimation d'un paramètre. Processus gaussiens. TECHNOLOGY & ENGINEERING Chemical & Biochemical. SCIENCE Chemistry Industrial & Technical. Chemical engineering Mathematical models Chemical engineering Statistical methods Gaussian processes Parameter estimation Mathematische Methode Verfahrenstechnik Oliewinning. Procestechnologie. Parameters. Dynamica. Wiskundige modellen. Lineaire regressie. Differentiaalvergelijkingen. FORTRAN. Toestandsvergelijkingen. Estimation de paramètres. |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=57179 |
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