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Process Optimization (Record no. 58247)

MARC details
000 -LEADER
fixed length control field	04966nam a22005175i 4500
001 - CONTROL NUMBER
control field	978-0-387-71435-6
003 - CONTROL NUMBER IDENTIFIER
control field	DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field	20250710084012.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field	cr nn 008mamaa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field	100301s2007 xxu\| s \|\|\|\| 0\|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number	9780387714356
--	99780387714356
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code	10.1007/978-0-387-71435-6
Source of number or code	doi
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number	519.5
Edition information	23
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name	Castillo, Enrique Del.
Relator term	author.
245 10 - TITLE STATEMENT
Title	Process Optimization
Medium	[recurso electrónico] :
Remainder of title	A Statistical Approach /
Statement of responsibility, etc.	by Enrique Del Castillo.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture	Boston, MA :
Name of producer, publisher, distributor, manufacturer	Springer US,
Date of production, publication, distribution, manufacture, or copyright notice	2007.
300 ## - PHYSICAL DESCRIPTION
Other physical details	online resource.
336 ## - CONTENT TYPE
Content type term	text
Content type code	txt
Source	rdacontent
337 ## - MEDIA TYPE
Media type term	computer
Media type code	c
Source	rdamedia
338 ## - CARRIER TYPE
Carrier type term	recurso en línea
Carrier type code	cr
Source	rdacarrier
347 ## - DIGITAL FILE CHARACTERISTICS
File type	text file
Encoding format	PDF
Source	rda
490 1# - SERIES STATEMENT
Series statement	International Series in Operations Research & Management Science,
International Standard Serial Number	0884-8289 ;
Volume/sequential designation	105
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note	Preliminaries -- An Overview of Empirical Process Optimization -- Elements of Response Surface Methods -- Optimization Of First Order Models -- Experimental Designs For First Order Models -- Analysis and Optimization of Second Order Models -- Experimental Designs for Second Order Models -- Statistical Inference in Process Optimization -- Statistical Inference in First Order RSM Optimization -- Statistical Inference in Second Order RSM Optimization -- Bias Vs. Variance -- Robust Parameter Design and Robust Optimization -- Robust Parameter Design -- Robust Optimization -- Bayesian Approaches in Process Optimization -- to Bayesian Inference -- Bayesian Methods for Process Optimization -- to Optimization of Simulation and Computer Models -- Simulation Optimization -- Kriging and Computer Experiments -- Appendices -- Basics of Linear Regression -- Analysis of Variance -- Matrix Algebra and Optimization Results -- Some Probability Results Used in Bayesian Inference.
520 ## - SUMMARY, ETC.
Summary, etc.	PROCESS OPTIMIZATION: A Statistical Approach is a textbook for a course in experimental optimization techniques for industrial production processes and other "noisy" systems where the main emphasis is process optimization. The book can also be used as a reference text by Industrial, Quality and Process Engineers and Applied Statisticians working in industry, in particular, in semiconductor/electronics manufacturing and in biotech manufacturing industries. The major features of PROCESS OPTIMIZATION: A Statistical Approach are: It provides a complete exposition of mainstream experimental design techniques, including designs for first and second order models, response surface and optimal designs; Discusses mainstream response surface method in detail, including unconstrained and constrained (i.e., ridge analysis and dual and multiple response) approaches; Includes an extensive discussion of Robust Parameter Design (RPD) problems, including experimental design issues such as Split Plot designs and recent optimization approaches used for RPD; Presents a detailed treatment of Bayesian Optimization approaches based on experimental data (including an introduction to Bayesian inference), including single and multiple response optimization and model robust optimization; Provides an in-depth presentation of the statistical issues that arise in optimization problems, including confidence regions on the optimal settings of a process, stopping rules in experimental optimization and more; Contains a discussion on robust optimization methods as used in mathematical programming and their application in response surface optimization; Offers software programs written in MATLAB and MAPLE to implement Bayesian and frequentist process optimization methods; Provides an introduction to the optimization of computer and simulation experiments including and introduction to stochastic approximation and stochastic perturbation stochastic approximation (SPSA) methods; Includes an introduction to Kriging methods and experimental design for computer experiments; Provides extensive appendices on Linear Regression, ANOVA, and Optimization Results.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	ENGINEERING.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	MATHEMATICAL OPTIMIZATION.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	STATISTICS.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	MATHEMATICAL STATISTICS.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	ENGINEERING DESIGN.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	SYSTEM SAFETY.
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	ENGINEERING.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	STATISTICAL THEORY AND METHODS.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	QUALITY CONTROL, RELIABILITY, SAFETY AND RISK.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	STATISTICS, GENERAL.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	MATHEMATICAL MODELING AND INDUSTRIAL MATHEMATICS.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	ENGINEERING DESIGN.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	OPTIMIZATION.
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element	SpringerLink (Online service)
773 0# - HOST ITEM ENTRY
Title	Springer eBooks
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information	Printed edition:
International Standard Book Number	9780387714349
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title	International Series in Operations Research & Management Science,
International Standard Serial Number	0884-8289 ;
Volume/sequential designation	105
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier	<a href="http://dx.doi.org/10.1007/978-0-387-71435-6">http://dx.doi.org/10.1007/978-0-387-71435-6</a>
Public note	Ver el texto completo en las instalaciones del CICY
912 ## -
--	ZDB-2-SBE
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme	Dewey Decimal Classification
Koha item type	Libros electrónicos

Holdings
Lost status	Source of classification or shelving scheme	Damaged status	Not for loan	Collection	Home library	Current library	Shelving location	Date acquired	Total checkouts	Full call number	Date last seen	Price effective from	Koha item type
	Dewey Decimal Classification			Libro electrónico	CICY	CICY	Libro electrónico	10.07.2025		519.5	10.07.2025	10.07.2025	Libros electrónicos