File:Breaking barriers to design dimensions in nearly orthogonal Latin hypercubes (IA breakingbarriers1094510306).pdf
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Summary[edit]
Breaking barriers to design dimensions in nearly orthogonal Latin hypercubes ( ) | |
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Author |
Hernandez, Alejandro S. |
Title |
Breaking barriers to design dimensions in nearly orthogonal Latin hypercubes |
Publisher |
Monterey California. Naval Postgraduate School |
Description |
A dynamic and extremely complex landscape in security and world events presents problems that challenge all sectors of society to develop efficient means for exploring a wide range of solutions. Similarly, exponential increases in technological capability make it difficult for commercial and governmental leaders to assess those proposed solutions. Computer experimentation is an established method for examining complex models with large numbers of factors. Orthogonal and nearly orthogonal Latin hypercubes are proven techniques for designing simulation experiments. A key property of these efficient, space-filling designs is their ability to explore many factors within a relatively modest number of design points; however, there is a limited inventory of these designs currently available. Those that have been catalogued are usually computationally expensive to produce and have severe restrictions in the number of factors and/or runs that they allow. To remedy this, we present a set of flexible methodologies to create design matrices with little or no correlation-including saturated nearly orthogonal Latin hypercubes. This new family of designs can explore as many factors as there are design points. This research also addresses experiments that include a mixture of continuous and integer variables, some of which have different numbers of value levels. Subjects: Monte Carlo method; Computer Experiments; Design of Experiments; Mixed Integer Programming; Latin Hypercube; Optimization; Nearly Orthogonal |
Language | English |
Publication date | December 2008 |
Current location |
IA Collections: navalpostgraduateschoollibrary; fedlink |
Accession number |
breakingbarriers1094510306 |
Source | |
Permission (Reusing this file) |
Approved for public release, distribution unlimited |
Licensing[edit]
Public domainPublic domainfalsefalse |
This file is a work of a U.S. Army soldier or employee, taken or made as part of that person's official duties. As a work of the U.S. federal government, it is in the public domain in the United States.
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current | 08:26, 15 July 2020 | 1,275 × 1,650, 159 pages (1,009 KB) | Fæ (talk | contribs) | FEDLINK - United States Federal Collection breakingbarriers1094510306 (User talk:Fæ/IA books#Fork8) (batch 1993-2020 #10539) |
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Short title | Breaking barriers to design dimensions in nearly orthogonal Latin hypercubes |
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Author | Hernandez, Alejandro S. |
Software used | Hernandez, Alejandro S. |
Conversion program | Acrobat Distiller 8.1.0 (Windows) |
Encrypted | no |
Page size | 612 x 792 pts (letter) |
Version of PDF format | 1.4 |