Degree Type

Dissertation

Date of Award

2015

Degree Name

Doctor of Philosophy

Department

Statistics

First Advisor

Max D. Morris

Abstract

Computer models are commonly used for studying complex physical systems. Under certain conditions, hidden constraints may cause unexpected computer model failure. This research presents a novel approach involving Gaussian stochastic process models to accomplish computer model optimization in the presence of hidden constraints.

DOI

https://doi.org/10.31274/etd-180810-4561

Copyright Owner

Jostein Reiners

Language

en

File Format

application/pdf

File Size

95 pages

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