Computing, software and networks
Experiments here usually have about 2 factors and 18 runs. Full factorials and fractional factorials are the most common. The catalog holds only a few from this field so far.
- Full factorial
- Fractional factorial or screening
- Central composite or Box-Behnken
- Other designs
Show the numbers
| Kind of design | Experiments | Factors | Runs |
|---|---|---|---|
| Full factorial | 1 | 2 | 8 |
| Fractional factorial or screening | 1 | 8 | 18 |
| Central composite or Box-Behnken | 1 | 4 | 43 |
| Other designs | 2 | 1.5 | 23 |
Factors and runs are the medians of each kind.
Full factorial
Every combination of the factor levels.
Fractional factorial or screening
A planned part of the combinations, to find the factors that matter.
Central composite or Box-Behnken
Extra runs that fit curvature, to find an optimum.
Other designs
Optimal, blocked, split-plot and other designs made for the problem.
- Percent error of six software cost estimation algorithms on six projects as blocks (Problem 4.11)Montgomery (2013) · 1 factor, 36 runs
- The temperature in a jet engine's exhaust plume from a computational fluid dynamics model, at ten points of a sphere-packing designMontgomery (2013) · 2 factors, 10 runs