We present a stochastic algorithm to solve numerically the problem of findi
ng the global minimizers of a real valued function subject to lower and upp
er bounds. This algorithm looks for the global minimizers following the pat
hs of a suitable system of stochastic differential equations. Numerical exp
erience on several test problems known in literature is shown.