Mobile Ad-hoc Network (MANET) is a collection of wireless mobile nodes without fixed network infrastructure and centralized control, it is a type of network in which nodes are interconnected by wireless medium, it is self configure network in this network nodes automatically change its location. In this paper predictive methodology is provided which includes the genetic algorithm for improving the performance of the mobile network.