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Activity Number:
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383
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Type:
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Contributed
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Date/Time:
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Tuesday, August 4, 2009 : 2:00 PM to 3:50 PM
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Sponsor:
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Section on Physical and Engineering Sciences
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| Abstract - #305105 |
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Title:
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Sequential Latin Hypercube Designs for Computer Experiments
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Author(s):
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Jun Li*+ and Zhiguang Qian
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Companies:
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University of Wisconsin-Madison and University of Wisconsin-Madison
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Address:
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, , WI, ,
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Keywords:
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Computer Experiments ; Gaussian Processes ; Optimal Designs ; Nested Designs
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Abstract:
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We present a sequential approach to generating Latin hypercube designs. It starts with running a computer model with a small Latin hypercube design. Then the design is enlarged into a larger Latin hypercube design based on information from the observed data. Such augmenting process can be repeated multiple times; each time, the Latin hypercube design structure is retained and additional points are chosen based on information from all available data.
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- The address information is for the authors that have a + after their name.
- Authors who are presenting talks have a * after their name.
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