A generational genetic algorithm with dynamic population size

In this paper, a Generational Genetic Algorithm with Dynamic Population Size (GGAWD) is proposed. This algorithm and other Genetic Algorithms (GAs) are applied to F6* and F7* functions in order to find which algorithm is the best. The same evaluation times and runs are used to compare the effectiveness of the algorithms. For each algorithm, a wide range of parameters have been selected to find out which combinations give the best performance.