Kai-Tai Fang, Runze Li, Agus Sudjianto

Design and Modeling for Computer Experiments (eBook, ePUB)

• Format: ePub

Produktbeschreibung

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

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Produktdetails

• Verlag: Taylor & Francis eBooks
• Erscheinungstermin: 14. Oktober 2005
• Englisch
• ISBN-13: 9781040207604
• Artikelnr.: 73154279

Autorenporträt

Kai-Tai Fang, Runze Li, Agus Sudjianto

Inhaltsangabe

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.