Sequential Design of Experiments (SDOE)

Contents

• Sequential Design of Experiments (SDOE)
  • Why Space-Filling Designs?
  • Matching the Design Type to Experiment Goals
• Using the SDoE Module - The Basics
  • Creating a New Candidate Set
  • Using the Data Imputation Feature
  • Basic Steps for a Uniform Space Design
  • Basic Steps for a Non-Uniform Space Design
  • Basic Steps for an Input-Response Space-Filling Design
  • Efficient Implementation of Experimental Run Order
• Examples
  • Example USF-1: Constructing Uniform Space Filling minimax and maximin designs for a 2-D input space
  • Example USF-2: Augmenting the Example USF-1 design in a 2-D input space with a Uniform Space Filling Design
  • Example USF-3: A Uniform Space Filling Design for a Carbon Capture example in a 5-D input space
  • Example NUSF-1: Constructing Non-Uniform Space Filling maximin designs for a 2-D input space
  • Example NUSF-2: Constructing Non-Uniform Space Filling for a 4-Input Carbon Capture example
  • Example IRSF-1: Constructing Input-Response Space Filling maximin designs for a 2-D input space with 1-D response