This is the program for the 2010 Joint Statistical Meetings in Vancouver, British Columbia.

Abstract Details

Activity Number: 103
Type: Invited
Date/Time: Monday, August 2, 2010 : 8:30 AM to 10:20 AM
Sponsor: Section on Physical and Engineering Sciences
Abstract - #306028
Title: Constructing Optimal Space-Filling Designs with Large Run Sizes
Author(s): Chunfang Devon Lin*+
Companies: Queen's University
Address: Jeffery Hall, University Ave, Kingston, ON, K7L 3N6, Canada
Keywords: Computer Experiments ; Optimal design ; Latin hypercube ; Orthogonal array
Abstract:

Space-filling designs with large run sizes have become increasingly demanding in computer experiments. Obtaining ``good'' such designs remains challenging. Existing algorithms suffer from the long computational time required. In this talk, structures are introduced as building blocks for providing a useful collection of ``good'' space-filling designs with large run sizes. In addition, a new computationally efficient design criterion is proposed to help finding optimal designs.


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