Design and Modeling for Computer Experiments Book [PDF] Download

• Publisher : CRC Press
• File Size : 47,8 Mb
• Release Date : 14 October 2005

Computer simulations based on mathematical models have become ubiquitous across the engineering disciplines and throughout the physical sciences. Successful use of a simulation model, however, requires careful interrogation of the

• Publisher : Springer
• File Size : 54,9 Mb
• Release Date : 08 January 2019

This book describes methods for designing and analyzing experiments that are conducted using a computer code, a computer experiment, and, when possible, a physical experiment. Computer experiments continue to increase

• Publisher : Springer
• File Size : 53,7 Mb
• Release Date : 01 July 2015

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

• Publisher : Springer Science & Business Media
• File Size : 39,5 Mb
• Release Date : 06 December 2012

Here, the authors explain the basic ideas so as to generate interest in modern problems of experimental design. The topics discussed include designs for inference based on nonlinear models, designs

• Publisher : Unknown Publisher
• File Size : 49,6 Mb
• Release Date : 17 June 2024

This book describes methods for designing and analyzing experiments that are conducted using a computer code, a computer experiment, and, when possible, a physical experiment. Computer experiments continue to increase

• Publisher : Unknown Publisher
• File Size : 29,8 Mb
• Release Date : 15 January 2014

• Publisher : Springer
• File Size : 50,7 Mb
• Release Date : 02 October 2018

The book provides necessary knowledge for readers interested in developing the theory of uniform experimental design. It discusses measures of uniformity, various construction methods of uniform designs, modeling techniques, design

• Publisher : CRC Press
• File Size : 45,9 Mb
• Release Date : 10 March 2020

Computer simulation experiments are essential to modern scientific discovery, whether that be in physics, chemistry, biology, epidemiology, ecology, engineering, etc. Surrogates are meta-models of computer simulations, used to solve mathematical

• Publisher : Springer Nature
• File Size : 46,5 Mb
• Release Date : 04 October 2021

This book introduces readers to Bayesian optimization, highlighting advances in the field and showcasing its successful applications to computer experiments. R code is available as online supplementary material for most

• Publisher : Unknown Publisher
• File Size : 48,9 Mb
• Release Date : 17 June 2024