عنوان
پدید آورنده
موضوع
رده
TP155.2.M35 P484 2001
TP155
.
2
.
M35
P484
2001
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
0203904699
(Number (ISBN
0585434204
(Number (ISBN
0824745264
(Number (ISBN
1135553939
(Number (ISBN
9780203904695
(Number (ISBN
9780585434209
(Number (ISBN
9780824745264
(Number (ISBN
9781135553937
NATIONAL BIBLIOGRAPHY NUMBER
Number
b602211
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Applied parameter estimation for chemical engineers
General Material Designation
[Book]
First Statement of Responsibility
Peter Englezos, Nicolas Kalogerakis.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
New York
Name of Publisher, Distributor, etc.
M. Dekker
Date of Publication, Distribution, etc.
©2001.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
(xvii, 434 pages) : illustrations
SERIES
Series Title
Chemical industries, v. 81.
CONTENTS NOTE
Text of Note
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.
SUMMARY OR ABSTRACT
Text of Note
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.
PARALLEL TITLE PROPER
Parallel Title
Parameter estimation for chemical engineers
TOPICAL NAME USED AS SUBJECT
Chemical engineering -- Mathematical models.
Chemical engineering -- Statistical methods.
Parameter estimation.
LIBRARY OF CONGRESS CLASSIFICATION
Class number
TP155
.
2
.
M35
Book number
P484
2001
PERSONAL NAME - PRIMARY RESPONSIBILITY
Peter Englezos, Nicolas Kalogerakis.
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Nicolas Kalogerakis
Peter Englezos
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
