WebOct 14, 2005 · 1st Edition. Computer simulations based on mathematical models have become ubiquitous across the engineering disciplines and throughout the physical … WebFeb 1, 1989 · Abstract. A computer experiment generates observations by running a computer model at inputs x and recording the output (response) Y. Prediction of the response Y to an untried input is treated by ...

Design and Modeling for Computer Experiments …

WebMar 18, 2015 · We propose designs that maximize space-filling properties on projections to all subsets of factors. We call our designs maximum projection designs. Our design criterion can be computed at no more cost than a design criterion that ignores projection properties. Issue Section: Articles This content is only available as a PDF. © 2015 Biometrika Trust WebJan 1, 1989 · Our approach is to model the deterministic output as the realization of a stochastic process, thereby providing a statistical basis for designing experiments (choosing the inputs) for efficient... sim racing wheel and pedal stand

Design and modeling for computer experiments - Open Library

WebIn many scienti c and engineering domains, it is common to analyze and simulate complex physical systems using mathematical models. Although computing resources continue to increase in power and speed, computer simulation and analysis codes continue to grow in complexity and remain computationally expensive, limiting their use in design and … Webx Design and Modeling for Computer Experiments 3.2.4 The Wrap-Around Discrepancy 72 3.2.5 A Unified Definition of Discrepancy 73 3.2.6 Dcscrepaney for Caf.egorical … WebA computer experiment-based optimization approach employs design of experi-ments and statistical modeling to represent a complex objective function that can only be evaluated pointwise by running a computer model. In large-scale applications, the number of variables is huge, and direct use of computer experiments would require razor teasing