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Some practical issues in the design and analysis of computer experiments

Sahama, Tony (2003) Some practical issues in the design and analysis of computer experiments. PhD thesis, Victoria University of Technology.

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Abstract

Deterministic computer simulations of physical experiments are now common techniques in science and engineering. Often, physical experiments are too time consuming, expensive or impossible to conduct. Complex computer models or codes, rather than physical experiments lead to the study of computer experiments, which are used to investigate many scientific phenomena of this nature. A computer experiment consists of a number of runs of the computer code with different input choices. The Design and Analysis of Computer Experiments is a rapidly growing technique in statistical experimental design. This thesis investigates some practical issues in the design and analysis of computer experiments and attempts to answer some of the questions faced by experimenters using computer experiments. In particular, the question of the number of computer experiments and how they should be augmented is studied and attention is given to when the response is a function over time.

Item Type: Thesis (PhD thesis)
Uncontrolled Keywords: Experiments, Computer simulation, physical experiments, computer experiments , computer modeling
Subjects: Faculty/School/Research Centre/Department > School of Engineering and Science
FOR Classification > 0803 Computer Software
Depositing User: VU Library
Date Deposited: 19 Aug 2010 06:24
Last Modified: 23 May 2013 16:45
URI: http://vuir.vu.edu.au/id/eprint/15678
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