intelligent algorithm based on particle swarm optimization (PSO) and adaptive differential evolution (ADE) is proposed to address … this complex problem. Numerical experiments verified the effectiveness of the proposed two-stage PSO-ADE algorithm. A …

-reduction Algorithm is developed to obtain the optimal allocation that minimizes the makespan. We show that the solution space increases … very quickly. In contrast, our algorithm is efficient with a polynomial computational complexity of , where is the total … number of serus in a seru system. To verify the usefulness of the developed exact dimension-reduction algorithm, we compare …

algorithm. Moreover, to preserve desirable population diversity and improve the searching efficiency, we propose different … problem-specific evolutionary strategies. Finally, we test the performance of our proposed memetic algorithm with other state …-of-the-art multi-objective evolutionary algorithms and demonstrate the effectiveness of our proposed algorithm. …