Design and Analysis of Simulation Experiments

Design and Analysis of Simulation Experiments

by Jack P.C. Kleijnen

Hardcover(2nd ed. 2015)

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Product Details

ISBN-13: 9783319180861
Publisher: Springer International Publishing
Publication date: 07/02/2015
Series: International Series in Operations Research & Management Science , #230
Edition description: 2nd ed. 2015
Pages: 322
Product dimensions: 6.10(w) x 9.25(h) x 0.03(d)

About the Author

Jack P.C. KLEIJNEN is Emeritus Professor of “Simulation and Information Systems” at Tilburg University, where he is still an active member of both the “Department of Management” and the “Operations Research Group” of the “Center for Economic Research (CentER)” in the Tilburg School of Economics and Management. His research concerns the statistical design and analysis of experiments with simulation models, in many scientific disciplines including management science, operations research, and engineering. He was a consultant for several organizations in the USA and Europe, and served on many international editorial boards and scientific committees. He also spent several years in the USA, at universities and private companies. He received a number of national and international awards; e.g., in 2008 the Queen of the Netherlands appointed him a Knight in the “Order of the Netherlands Lion” and in 2005 the INFORMS Simulation Society awarded him the “Lifetime Professional Achievement Award” (LPAA). While being an Emeritus Professor, he wrote the second version of “Design and analysis of simulation experiments”, and in 2015 he supervised his last Ph.D. student Ehsan Mehdad.

Table of Contents

Introduction.- Classic regression metamodels and their designs.- Classic assumptions versus simulation practice.- Screening the many inputs of realistic simulation models.- Kriging metamodels and their designs.- Simulation optimization.

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