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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Georgia Institute of Technology
2012
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| Online Access: | http://hdl.handle.net/1853/44770 |