In this case, a fractional factorial design is a reasonable alternative ... the concentration (CONCENTN), ranging from 3% to 6% The complete 2 5 factorial design requires 32 runs, but it was decided ...

There are other designs that you can use such as a fractional factorial. This uses only a fraction of the total runs. That fraction can be one-half, one-quarter, one-eighth, and so forth depending ...