Analysis of optimal trajectory on evolutionary algorithm and some control strategies

Abstract

In this article, we discuss a theory of the optimal trajectory for evolutionary algorithms from the optimal control theory of dynamical system. Control strategies are derived using theoretical results, such as the selection mechanism and the stopping condition for the design, analysis and application of evolutionary algorithms.