Adaptive Gaussian Search : A Novel Non-linear Minimization Technique [Presidential Award Proceedings]

Abstract

A novel minimization technique was developed. The proposed method is based on a Gaussian random search in the parameter space and it can handle a wide range of problems, including bi-exponential curve fitting, in a reasonable time. It uses only function values, and does not require gradients.