Adaptation of Memetic Algorithm with Population Management for the Improvement of the Performances of Flexible Manufacturing Systems

Abstract

Material and Methods: In this paper, our interest is focused on the adaptation of an optimization algorithm called memetic Algorithm with Population Management based on the strategy of management of population to avoid slow or premature convergence and to carry out the excellent executions to solve real time alternative routings selection problem in a Flexible Manufacturing System (FMS), that consists of seven machining centres, a loading and an unloading area, and six different part types which have alternative routings.