Modified scope definition that leverages existing experiment design

[mmilkovits]

For cases where a modeler decides to specify new variables / levers or change the range/categories of existing levers, the experiment design could leverage the model runs already completed and identify a set of experiments that is smaller than it would be if no previous experiments were run.

For example:
scope A

• variable 1, distributed from 0 to 1;
• variable 2 distributed from 0 to 10
  => 20 experiments in LHS design

scope A

• variable 1, distributed from 0 to 1;
• variable 2 distributed from 0 to 10
• variable 3 distributed from 0 to 1
  => 30 experiments in LHS design
  could be fewer?