Design and Analysis of Simulation Experiments

Business & Finance, Management & Leadership, Operations Research
Cover of the book Design and Analysis of Simulation Experiments by Jack P.C. Kleijnen, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Jack P.C. Kleijnen ISBN: 9783319180878
Publisher: Springer International Publishing Publication: July 1, 2015
Imprint: Springer Language: English
Author: Jack P.C. Kleijnen
ISBN: 9783319180878
Publisher: Springer International Publishing
Publication: July 1, 2015
Imprint: Springer
Language: English

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 the book’s organization, including placing the chapter on Screening Designs immediately after the chapters on Classic Designs, and reversing the order of the chapters on Simulation Optimization and Kriging Metamodels.  The latter two chapters reflect how active the research has been in these areas.

The validation section has been moved into the chapter on Classic Assumptions versus Simulation Practice, and the chapter on Screening now has  a section on selecting the number of replications in sequential bifurcation through Wald’s sequential probability ration test, as well as a section on sequential bifurcation for multiple types of simulation responses.  Whereas all references in the original edition were placed at the end of the book, in this edition references are placed at the end of each chapter.

From Reviews of the First Edition:

“Jack Kleijnen has once again produced a cutting-edge approach to the design and analysis of simulation experiments.”  (William E. BILES, JASA, June 2009, Vol. 104, No. 486)

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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 the book’s organization, including placing the chapter on Screening Designs immediately after the chapters on Classic Designs, and reversing the order of the chapters on Simulation Optimization and Kriging Metamodels.  The latter two chapters reflect how active the research has been in these areas.

The validation section has been moved into the chapter on Classic Assumptions versus Simulation Practice, and the chapter on Screening now has  a section on selecting the number of replications in sequential bifurcation through Wald’s sequential probability ration test, as well as a section on sequential bifurcation for multiple types of simulation responses.  Whereas all references in the original edition were placed at the end of the book, in this edition references are placed at the end of each chapter.

From Reviews of the First Edition:

“Jack Kleijnen has once again produced a cutting-edge approach to the design and analysis of simulation experiments.”  (William E. BILES, JASA, June 2009, Vol. 104, No. 486)

More books from Springer International Publishing

Cover of the book Automated Technology for Verification and Analysis by Jack P.C. Kleijnen
Cover of the book Cellular Injury in Liver Diseases by Jack P.C. Kleijnen
Cover of the book Astronomical Discoveries You Can Make, Too! by Jack P.C. Kleijnen
Cover of the book A Readable Introduction to Real Mathematics by Jack P.C. Kleijnen
Cover of the book Evaluation of Novel Approaches to Software Engineering by Jack P.C. Kleijnen
Cover of the book Polymyalgia Rheumatica and Giant Cell Arteritis by Jack P.C. Kleijnen
Cover of the book Research in Computational Molecular Biology by Jack P.C. Kleijnen
Cover of the book Nanophysics, Nanomaterials, Interface Studies, and Applications by Jack P.C. Kleijnen
Cover of the book Design of CMOS Analog Integrated Fractional-Order Circuits by Jack P.C. Kleijnen
Cover of the book Tensor Analysis by Jack P.C. Kleijnen
Cover of the book Numerical Simulation of the Aerodynamics of High-Lift Configurations by Jack P.C. Kleijnen
Cover of the book Technologies for Development by Jack P.C. Kleijnen
Cover of the book The Non-Ergodic Nature of Internal Conversion by Jack P.C. Kleijnen
Cover of the book Operational Research by Jack P.C. Kleijnen
Cover of the book Coriolis Vibratory Gyroscopes by Jack P.C. Kleijnen
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy