Current:
Experiment Design and Optimization

Authors

Luquan Ren

Category

Mathematics, statistics, natural science related engineering and technology

Publishing House

Weijun Tian

Publication Time

2009-09-30

Introduction

From the perspective of technology and application, this book introduces the optimization method and various analysis techniques on the experiment design and data processing to improve the level of experiment design and the effectiveness of optimization. This book consists of 11 chapters. In addition to introducing the basic principles and common methods, it also introduces the latest methods, research and application examples. It also introduces the common statistical softwares. This book can be used as textbook for science, engineering, agriculture, medicine, economics, management, and other undergraduates. Also it can provide reference for researchers, engineers, designers, experimentalists, marketers and administrators.

Book Catalogue

Chapter 1 Orthogonal experimental design

Chapter 2 Disturbance control experimental design

Chapter 3 Variance analysis of orthogonal experimental design

Chapter 4 Robust experimental design

Chapter 5 Generalized experimental design

Chapter 6 Evolutionary operation

Chapter 7 Uniform design

Chapter 8 Optimization analysis of experimental design

Chapter 9 Data processing optimization analysis

Chapter 10 Exploratory data analysis

Chapter 11 Common statistical software of experimental design

Information publisher

Weijun Tian