Orthogonal second-order space-filling designs with insights from simulation experiments to support test planning
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Authors
Sanchez, Paul J.
Sanchez, Susan M.
Subjects
defense applications
frequency domain experiments
orthogonal designs
space-filling designs
test and evaluation
frequency domain experiments
orthogonal designs
space-filling designs
test and evaluation
Advisors
Date of Issue
2019
Date
Publisher
Wiley
Language
Abstract
Frequency-based designs are presented for exploring large numbers of factors in simulation experiments. This approach yields completely orthogonal full second-order space-filling designs. We describe how they are generated, explore their space-filling properties, and compare their performance to other designs of similar sizes. We illustrate their use for test planning on a simulation model of a live counter-IED (improved explosive device) test event and present some ideas about ways in which simulation experiments can be used to support planning for live tests.
Type
Article
Description
The article of record as published may be found at https://doi.org/10.1002/qre.2424
Series/Report No
Department
Operations Research (OR)
Organization
Naval Postgraduate School (U.S.)
Identifiers
NPS Report Number
Sponsors
This research was supported by the Office of the Secretary of Defense, Director of Operational Test and Evalua- tion (OSD DOT&E) and the Test Resource Management Center (TRMC) within the Science of Test research consortium.
Funding
Format
14 p.
Citation
Sanchez, Paul J., and Susan M. Sanchez. "Orthogonal second‐order space‐filling designs with insights from simulation experiments to support test planning." Quality and Reliability Engineering International 35.3 (2019): 854-867.
Distribution Statement
Rights
This publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. Copyright protection is not available for this work in the United States.