Specifying Bounds
In order to calculate the numerically optimal solution, you need to
specify a response target and lower and/or upper bounds. The boundaries
needed depend on your goal:
· If
your goal is to minimize (smaller
is better) the response, you need to determine a target value and the
upper bound. You may want to set the target value at the point of diminishing
returns, that is, although you want to minimize the response, going below
a certain value makes little or no difference. If there is no point of
diminishing returns, use a very small number, one that is probably not
achievable, for the target value.
· If
your goal is to target the response,
you should choose upper and lower bounds where a shift in the mean still
results in a capable process.
· If
your goal is to maximize (larger
is better) the response, you need to determine a target value and the
lower bound. Again, you may want to set the target value at the point
of diminishing returns, although now you need a value on the upper end
instead of the lower end of the range.