Derivative-Free Optimization Algorithms based on Non-Commutative Maps

Jan Feiling, Amelie Zeller, Christian Ebenbauer

A novel class of derivative-free optimization algorithms is developed. The main idea is to utilize certain non-commutative maps in order to approximate the gradient of the objectiv…