Response Surface Methodology: Process and Product Optimization Using Designed Experiments / Edition 2

Response Surface Methodology: Process and Product Optimization Using Designed Experiments / Edition 2

by Douglas C. Montgomery, Raymond H. Myers, Robert H. Myers
     
 

Identifying an appropriate response surface model from experimental data requires knowledge of statistical experimental design fundamentals, regression modeling techniques, and elementary optimization methods. This book integrates these three topics into a comprehensive, state-of-the-art presentation of response surface methodology (RSM). This new third edition has… See more details below

Overview

Identifying an appropriate response surface model from experimental data requires knowledge of statistical experimental design fundamentals, regression modeling techniques, and elementary optimization methods. This book integrates these three topics into a comprehensive, state-of-the-art presentation of response surface methodology (RSM). This new third edition has been substantially rewritten and updated with new topics and material, new examples and exercises, and to more fully illustrate modern applications of RSM. Working with the most useful software packages, the authors bring an applied focus that emphasizes models useful in industry for product and process design and development.

Product Details

ISBN-13:
9780471412557
Publisher:
Wiley
Publication date:
01/28/2002
Series:
Wiley Series in Probability and Statistics Series, #376
Edition description:
REV
Pages:
824
Product dimensions:
6.52(w) x 9.47(h) x 1.71(d)

Table of Contents

1 Introduction

2 Building Empirical Models

3 Two-Level Factorial Designs

4 Two-Level Fractional Factorial Designs

5 Process Improvement with Steepest Ascent

6 The Analysis of Second-Order Response Surfaces

7 Experimental Designs for Fitting Response Surfaces - I

8 Experimental Designs for Fitting Response Surfaces - II

9 Advanced Topics in Response Surface Methodology

10 Robust Parameter Design and Process Robustness Studies

11 Experiments with Mixtures

12 Other Mixture Design and Analysis Techniques

Appendix 1 Moment Matrix of a Rotatable Design

Appendix 2 Rotatability of a Second-Order Equiradial Design

Index

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