Response Surface Methodology: Process and Product Optimization Using Designed Experiments
- ISBN-10
- 0470174463
- ISBN-13
- 9780470174463
- Series
- Response Surface Methodology
- Category
- Mathematics
- Pages
- 680
- Language
- English
- Published
- 2009
- Publisher
- John Wiley & Sons
- Authors
- Douglas C. Montgomery, Raymond H. Myers, Christine M. Anderson-Cook
Description
Praise for the Second Edition: "This book [is for] anyone who would like a good, solid understanding of response surface methodology. The book is easy to read, easy to understand, and very applicable. The examples are excellent and facilitate learning of the concepts and methods." ?Journal of Quality Technology Complete with updates that capture the important advances in the field of experimental design, Response Surface Methodology, Third Edition successfully provides a basic foundation for understanding and implementing response surface methodology (RSM) in modern applications. The book continues to outline the essential statistical experimental design fundamentals, regression modeling techniques, and elementary optimization methods that are needed to fit a response surface model from experimental data. With its wealth of new examples and use of the most up-to-date software packages, this book serves as a complete and modern introduction to RSM and its uses across scientific and industrial research. This new edition maintains its accessible approach to RSM, with coverage of classical and modern response surface designs. Numerous new developments in RSM are also treated in full, including optimal designs for RSM, robust design, methods for design evaluation, and experiments with restrictions on randomization as well as the expanded integration of these concepts into computer software. Additional features of the Third Edition include: Inclusion of split-plot designs in discussion of two-level factorial designs, two-level fractional factorial designs, steepest ascent, and second-order models A new section on the Hoke design for second-order response surfaces New material on experiments with computer models Updated optimization techniques useful in RSM, including multiple responses Thorough treatment of presented examples and experiments using JMP 7, Design-Expert Version 7, and SAS software packages Revised and new exercises at the end of each chapter An extensive references section, directing the reader to the most current RSM research Assuming only a fundamental background in statistical models and matrix algebra, Response Surface Methodology, Third Edition is an ideal book for statistics, engineering, and physical sciences courses at the upper-undergraduate and graduate levels. It is also a valuable reference for applied statisticians and practicing engineers.
Get the book
Other editions
-
- 2016-02-01
- 856 pages
- Paperback
- John Wiley & Sons
-
- 2016-01-04
- 856 pages
- Ebook
- John Wiley & Sons
-
- 2016-01-04
- 856 pages
- Ebook
- John Wiley & Sons
-
- 2011-09-20
- 704 pages
- Paperback
- John Wiley & Sons
Similar books
-
Response Surface Methodology and Related Topics
By Andr I. KhuriThis is the first edited volume on response surface methodology (RSM).
-
Statistical Approaches With Emphasis on Design of Experiments Applied to Chemical Processes
By Valter SilvaThis book not only presents a theoretical overview about the different approaches but also contains material that covers the use of the experimental analysis applied to several chemical processes.
-
Response Surface Methodology: Process and Product Optimization Using Designed Experiments
By Douglas C. Montgomery, Raymond H. MyersGets you quickly up and running with the full range of powerful statistical experimental design, modeling, and optimization techniques Coauthored by widely recognized experts in the fields of quality control...
-
Response Surfaces: Designs and Analyses: Second Edition
By John A. Cornell, André I. KhuriThis edition contains chapters on response surface models with block effects and on Taguchi's robust parameter design, additional details on transformation of response variable, more material on modified ridge analysis, and new design ...
-
Food Process Modelling
By L M M Tijskens, M L A T M Hertog, B M NicolaiThe shift to modelling food processes as a way of identifying and understanding the key variables at work is a major outgrowth of this trend.The editors and contributors explore the current trends in modelling, their strengths, and ...
-
RSM Simplified: Optimizing Processes Using Response Surface Methods for Design of Experiments, Second Edition
By Patrick J. Whitcomb, Mark J. AndersonThis book continues where DOE Simplified leaves off in Chapter 8 with an introduction to "Response Surface Methods [RSM] for Optimization.
-
Design for Six Sigma, Chapter 17 - Response Surface Methodology
By Basem EI-Haik, Kai YangHere is a chapter from an updated Design for Six Sigma, Second Edition, which has extensive new chapters and learning modules on innovation, lean product development, computer simulation, and critical parameter management--plus new thread ...
-
Optimal Design of Experiments: A Case Study Approach
By Bradley Jones, Peter GoosThe book is a joy to read. Everyone who practices or teaches DOE should read this book.
-
Response Surfaces, Mixtures, and Ridge Analyses
By George E. P. Box, Norman R. DraperGeorge E. P. Box, Norman R. Draper. Ž. Lind, E. E., Goldin, J., and Hickman, J. B. 1960. Fitting yield and cost response surfaces. Chemical Engineering Progress, 56, 62. Ž. Lindsay, B. G. 1989a. On the determinants of moment matrices.
-
Response Surface Methodology in Engineering Science
By Palanikumar KayaroganamThis book presents modern applications of Response Surface Methodology (RSM) in engineering science.