Book description
Probabilistic Design for Optimization and Robustness:
Presents the theory of modeling with variation using physical models and methods for practical applications on designs more insensitive to variation.
Provides a comprehensive guide to optimization and robustness for probabilistic design.
Features examples, case studies and exercises throughout.
The methods presented can be applied to a wide range of disciplines such as mechanics, electrics, chemistry, aerospace, industry and engineering. This text is supported by an accompanying website featuring videos, interactive animations to aid the readers understanding.
Table of contents
- Preface
- Acknowledgments
- 1 New product development process
- 2 Statistical background for engineering design
- 3 Introduction to variation in engineering design
- 4 Monte Carlo simulation
- 5 Modeling variation of complex systems
- 6 Desirability
- 7 Optimization and sensitivity
- 8 Modeling system cost and multiple outputs
- 9 Tolerance analysis
- 10 Empirical model development
- 11 Binary logistic regression
- 12 Verification and validation
- References
- Bibliography
- Answers to selected exercises
- Index
- End User License Agreement
Product information
- Title: Probabilistic Design for Optimization and Robustness for Engineers
- Author(s):
- Release date: September 2014
- Publisher(s): Wiley
- ISBN: 9781118796191
You might also like
book
Engineering Optimization
An Application-Oriented Introduction to Essential Optimization Concepts and Best Practices Optimization is an inherent human tendency …
book
Optimization for Engineering Problems
Optimization is central to any problem involving decision-making in engineering. Optimization theory and methods deal with …
book
Reliability: Modeling, Prediction, and Optimization
Bringing together business and engineering to reliability analysis With manufactured products exploding in numbers and complexity, …
book
Mathematical Formulas for Industrial and Mechanical Engineering
Mathematical Formulas For Industrial and Mechanical Engineering serves the needs of students and teachers as well …