Some contributions to latin hypercube design, irregular region smoothing and uncertainty quantification

Some contributions to latin hypercube design, irregular region smoothing and uncertainty quantification

In the first part of the thesis, we propose a new class of designs called multi-layer sliced Latin hypercube design (DSLHD) for running computer experiments. A general recursive strategy for constructing MLSLHD has been developed. Ordinary Latin hypercube designs and sliced Latin hypercube designs a...

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Bibliographic Details
Main Author: Xie, Huizhi
Published: Georgia Institute of Technology 2012
Subjects:
Latin hypercube design
Computer experiments
Smoothing splines
Irregular region
Simulation
Uncertainty quantification
Hypercube
Smoothing (Numerical analysis)
Computer simulation
Experimental design
Online Access:http://hdl.handle.net/1853/44770

Internet

http://hdl.handle.net/1853/44770

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