Hammersley
Hammersley sampling belongs to the category of quasi-Monte Carlo methods. This technique uses a quasi-random number generator, based on the Hammersley points, to uniformly sample a unit hypercube.
Usability Characteristics
- An efficient sampling method that provides reliable estimates of output statistics using fewer samples than random sampling.
- A correlation structure can be specified to reflect the correlation existing between random variables. Applying a correlation structure can be costly for a large number of input variables.
Settings
Parameter | Default | Range | Description |
---|---|---|---|
Number of Runs | 100 | > 0 | Number of new designs to be evaluated. |
Apply User Correlations | On | Off or On | Apply user specified correlations on the data. |