Design and Modeling for Computer Experiments
Published on 14. October 2005
302 pages
978-1-040-20760-4 (ISBN)
Description
Computer simulations based on mathematical models have become ubiquitous across the engineering disciplines and throughout the physical sciences. Successful use of a simulation model, however, requires careful interrogation of the model through systematic computer experiments. While specific theoretical/mathematical examinations of computer experim
Reviews / Votes
". . . very well-organized text . . . makes a very valuable contribution to the field. I highly recommend it for anyone trying to learn design and modeling techniques for computer experiments. In particular, it will be a useful professional reference for scientists and engineers in practicing computer experiments, a comprehensive resource book for statisticians interested in developing new techniques for designing and modeling computation experiments, and an excellent book for undergraduate and graduate students. The authors' careful and thorough presentation style makes the book a very enjoyable read."- Hao Helen Zhang, North Carolina State University, in JASA, December 2008
More details
Series
Language
English
Place of publication
London
United Kingdom
Publishing group
Taylor & Francis Ltd
Target group
Professional and scholarly
File size
7,94 MB
ISBN-13
978-1-040-20760-4 (9781040207604)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
Kai-Tai Fang | Runze Li | Agus Sudjianto
Design and Modeling for Computer Experiments
Book
06/2020
1st Edition
Chapman & Hall/CRC
€63.13
Shipment within 15-20 days
Kai-Tai Fang | Runze Li | Agus Sudjianto
Design and Modeling for Computer Experiments
Book
10/2005
1st Edition
Chapman & Hall/CRC
€146.00
Shipment within 15-20 days
Persons
Kai-Tai Fang, Runze Li, Agus Sudjianto
Content
PART I: AN OVERVIEW: Introduction. PART II: DESIGNS FOR COMPUTER EXPERIMENTS: Latin Hypercube Sampling and its Uniform Experimental Design
Optimization in Construction of Designs FOR Computer Experiments. PART III: MODELING FOR COMPUTER EXPERIMENTS: Metamodeling. Model Interpretation
Functional Response. APPENDIX: Some Useful Concepts in Statistics and Matrix Algebra. Abbreviation. References. Index. Author Index.
Optimization in Construction of Designs FOR Computer Experiments. PART III: MODELING FOR COMPUTER EXPERIMENTS: Metamodeling. Model Interpretation
Functional Response. APPENDIX: Some Useful Concepts in Statistics and Matrix Algebra. Abbreviation. References. Index. Author Index.
