A proof of convergence of general stochastic search for global minimum

Abstract

We present a general criterion guaranteeing stochastic convergence of a wide class of numerical methods used for finding global minimum of a continuous function.

Keywords:

• Global optimization
• Evolutionary algorithm
• Foias operator
• Lyapunov function

Notes

^†This paper is written in memory of Professor Bernd Aulbach.