Search for global optimal solution of the unknown function by using variable hierarchical structure learning automata

Abstract

In this paper, the optimization algorithm which utilezes the learning performance of the variable hierarchical structure learning automata is constructed for finding the global minimum of unknown objective functions. And the usefuluness of our algorithm is demonstrated by numerical simulations.