Design and Analysis of Simulation Experiments

• Main Author: Kleijnen, Jack P.C (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Edition: 2nd ed. 2015.
• Series: International Series in Operations Research & Management Science, 230
• Subjects: Economics.; Operations research.; Decision making.; Management science.; Economics/Management Science.; Operation Research/Decision Theory.; Operations Research, Management Science.

This is a new edition of Kleijnen’s advanced expository book on statistical methods for the Design and Analysis of Simulation Experiments (DASE).  Altogether, this new edition has approximately 50% new material not in the original book.  More specifically, the author has made significant changes to...

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.