Community detection based on modularity and an improved genetic algorithm

► We propose a modularity and improved genetic algorithm (MIGA). ► MIGA takes the modularity Q as the objective function. ► MIGA uses prior information: the number of community structures. ► MIGA takes the simulated annealing method as the local search method. ► Simulation results reflect the effectiveness of MIGA.