Improving the Performance of Genetic Algorithm by Reducing the Population Size

Generally, in the search process, the entire population is considered in identifying the best population using Genetic Algorithm (GA). It reduces the efficiency of the algorithm if the entire population is considered, because the population has both good and bad individuals. If the population has only good individuals, the performance is improved better. Hence a new PR method is proposed in order to identify the best individuals from the initial population.