Abstract Introduction Multistage-based Scheduling Problem Description of Multistage-based Scheduling Problem Mathematical Formulation Adaptive Genetic Algorithm Approach Gene Representation Combination Crossover Swap Mutation Adaptive Scheme for GA Parameters Overall Procedure of the aGA Numerical Experiment Conclusion References