2012 Integrated Communications, Navigation and Surveillance Conference 2012
DOI: 10.1109/icnsurv.2012.6218452
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Efficient searching of a NAS-wide analysis space

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“…With run-times in the tens of minutes, performing a sufficient number of simulation runs to assess the impact of uncertainty on NAS performance has previously been impractical. Advances in multicore architectures have enabled parallel processing of simulation runs on a large enough scale to facilitate Monte Carlo analysis by varying model inputs [6]. Model inputs now no longer need to be treated as constants but instead can be randomly selected from statistical distributions, providing a greater understanding of their impact on model results and the relationship the input variables have with one another.…”
Section: Approachmentioning
confidence: 99%
“…With run-times in the tens of minutes, performing a sufficient number of simulation runs to assess the impact of uncertainty on NAS performance has previously been impractical. Advances in multicore architectures have enabled parallel processing of simulation runs on a large enough scale to facilitate Monte Carlo analysis by varying model inputs [6]. Model inputs now no longer need to be treated as constants but instead can be randomly selected from statistical distributions, providing a greater understanding of their impact on model results and the relationship the input variables have with one another.…”
Section: Approachmentioning
confidence: 99%