source code for experiments in "Data-Efficient Exploration, Optimization, and Modeling of Diverse Designs through Surrogate-Assisted Illumination" presented at GECCO 2017.
https://scholar.google.com/scholar?cluster=5948437257089311286&hl=en&as_sdt=0,5
'help sail' for contents of source code and main algorithm syntax
Produced using Matlab Version: 9.1.0.441655 (R2016b)
Required Toolboxes: Parallel Computing (for precise evaluation speed up) Statistics and Machine Learning (for Sobol sequence)
Required Software: XFOIL low Rn airfoil design and analysis code (raphael.mit.edu/xfoil/)
Includes: CMAES Version 3.61.beta, Hansen (help cmaes) GMPL Version 3.6, Rasmussen & Nickisch (help gpml)