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Author Li, William ♦ Ye, Kenny Q.
Source CiteSeerX
Content type Text
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Subject Domain (in DDC) Computer science, information & general works ♦ Data processing & computer science
Subject Keyword Optimal Symmetric Latin Hypercube Design ♦ New Class ♦ Symmetric Latin Hypercube Design ♦ Latin Hypercube Design ♦ Electrical Trace ♦ Major Aut ♦ Vehicle Instrument Panel ♦ Design Guideline ♦ Passing Current Strength ♦ Thermal Analysis ♦ Automotive Industry ♦ Real Case Study ♦ Maximin Design ♦ Recent Project ♦ New Design ♦ Multilayer Electrical Trace ♦ Design Optimality ♦ Regular Latin Hypercube Design ♦ Key Word ♦ Computer Experiment ♦ Motivation Case Study ♦ Exchange Algorithm
Abstract We propose a new class of Latin hypercube design -- the symmetric Latin hypercube design. The goal is to offer a compromise between the computing efforts and the design optimality. The new class of designs enjoy some advantages over the regular Latin hypercube designs according to some criteria including entropy and maximin. An exchange algorithm is presented to search for the optimal symmetric Latin hypercube designs. Some examples including a real case study in automotive industry is used to illustrate the performance of the new designs and the algorithm associated with them. Key Words: Computer experiment; Entropy; Latin hypercube design; Maximin design; Symmetric Latin hypercube design 1 A MOTIVATION CASE STUDY One of our recent projects was concerned with thermal analysis of multilayer electrical traces in designing vehicle instrument panels. To provide design guidelines for the width and the passing current strength of each electrical trace, a study was conducted at a major aut...
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research
Education Level UG and PG ♦ Career/Technical Study