Design and Analysis of Simulation Experiments
Springer-Verlag New York Inc.
978-1-4419-4415-3 (ISBN)
Jack Kleijnen is well known internationally for being a leading researcher in simulation for more than 30 years. He is the author of highly cited books in the area of statistical techniques in simulation that were published between 1974 and 1992. He is an excellent writer and researcher, and hence, ideally suited to write this important book for the field. On 25 February 2008 Her Majesty Beatrix, Queen of the Netherlands, appointed Jack Kleijnen a Knight in the Order of the Netherlands Lion.
Preface.- Introduction.- Black Box Metamodels.- Low-Order Polynomial Regression.- Metamodels and Designs: A Single Factor.- Low-Order Polynomial Models and Designs: Multiple Factors.- Low-Order Polynomial Models and Screening Designs: Hundreds of Factors.- Kriging Metamodels.- Latin Hypercube Sampling (LHS) and other Space-Filling Designs.- Cross-Validation of Metamodels.- Conclusions and Further Research.
Erscheint lt. Verlag | 25.11.2010 |
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Reihe/Serie | International Series in Operations Research Management Science ; 111 |
Zusatzinfo | XIV, 220 p. |
Verlagsort | New York, NY |
Sprache | englisch |
Maße | 155 x 235 mm |
Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
Mathematik / Informatik ► Mathematik ► Angewandte Mathematik | |
Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik | |
Technik ► Maschinenbau | |
Wirtschaft ► Betriebswirtschaft / Management | |
ISBN-10 | 1-4419-4415-X / 144194415X |
ISBN-13 | 978-1-4419-4415-3 / 9781441944153 |
Zustand | Neuware |
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