The novel combination lock algorithm for improving the performance of metaheuristic optimizers

•A novel method to improve the performance of population-based optimizers.•The combination lock algorithm used as a pre-processing optimization method.•The combination lock algorithm produces an elite individual.•The elite individual is inserted into the initial population of optimizers.•The new algorithm significantly improves the performance of optimizers.