Design and Analysis of Simulation Experiments

• Κύριος συγγραφέας: Kleijnen, Jack P.C (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Έκδοση: 2nd ed. 2015.
• Σειρά: International Series in Operations Research & Management Science, 230
• Θέματα: 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...

Πίνακας περιεχομένων:

• 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.