A Robbins-Monro type algorithm for computing global minimizer of generalized conic functions

We generalize the notion and some properties of the conic function introduced by Vincze and Nagy (2012). We provide a stochastic algorithm for computing the global minimizer of generalized conic functions, we prove almost sure and L^q-convergence of this algorithm.