You can review each available Design of Experiments (DOE) technique to help you decide which technique to use when defining a plan for a DOE study.
Adaptive DOE Technique Box-Behnken Technique Central Composite Design Technique Data File Technique Fractional Factorial Design Technique Full-Factorial Design Technique Latin Hypercube Technique Optimal Latin Hypercube Technique Orthogonal Arrays Technique Parameter Scan Technique Sobol Sequence Technique DOE References