A Designed Experiment is a test or series of tests in which purposeful
changes are made to the input variables of a process so that we
can measure corresponding changes in the output response.
The figure is a representation of the process as a box with inputs
and outputs represented by the arrows. By using statistical concepts
to chose the experimental settings it is possible to maximise
the information from a small set of experimental runs.