The DOE Toolkit is an add-on for Mathematica that enables you to generate experimental designs for the following methodologies:

• Screening: Full Factorial and Fractional Factorial
• Response Surface: Central Composite and Box-Behnken
• Mixture
• Orthogonal

Each DOE Toolkit function generates the design you specify as a Mathematica Dataset object. Thus, you can leverage all the power of Mathematica's Dataset technology to modify and analyze your designs.

The DOE Toolkit includes an Optimizer tool, which allows you to find an optimal subset of runs based on your design.

Once you have generated your design and recorded your experimental results, the DOE Toolkit provides a Desirability Manipulator tool that lets you visually explore the effects of changing factor settings in your model.