Performance enhancement of numerical approaches for scheduling problem on machine single
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صندلی اداریAbstract
In this paper, we consider a single-machine scheduling problem, with the aim of minimizing the weighted sum of the completion time. This problem is NP-hard, making the search for an optimal solution very difficult. In this frame, two heuristics (H1), (H2) and metaheuristic tabu search are suggested.
To improve the performance of this techniques, we used, on one hand, different diversification strategies (TES1 and TES2) with the aim of exploring unvisited regions of the solution space. On the other hand, we suggested three types of neighborhoods (neighborhood by swapping, neighborhood by insertion and neighborhood by blocks).It must be noted that tasks movement can be within one period or between different periods.
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References
Abdenacer, G. (2014). metaheuristic algorithms for solving quadratic assignment problem, IJACSA, 5, 15-21.
Adamu M. O., & Adewunmi. A. (2013).Comparative study of meta-heuristics for identical parallel machines, J. Eng. Technol. Res., 5(7), 207-216.
Chang, P.-C., Chen, S.-H., Lie, T., & Liu, J. Y.-C. (2011). A genetic algorithm enhanced by dominance properties for single machine scheduling problems with setup costs, International Journal of Innovational Computing Information and Control, 7(5A), 2323–2344.
Glover, F. (1986). Future paths for integer programming and links to artificial intelligence, Comput. Oper. Res., 13, 533-549.
Glover, F., & S. Hanafi, S. (2002). Tabu Search and Finite Convergence, Special Issue on Foundations of heuristics in Combinatorial Optimization. Discrete Appl. Math, 119, 3-36.
Hansen, P. (2006). The steepest ascent mildest descent heuristic for combinatorial programming, Proceedings of the Congress on Numerical Methods, Capri, Italy.
Haouari. M., & Ladhari, T. (2003). A branch-and-bound-based local search method for the flow shop problem, J. Oper. Res. Soc., 54, 1076-1084. DOI: 10.1057/palgrave.jors.2601612
Lee. C. Y. (1996). Machine scheduling with an availability constraints, J. Global Optim., 9, 395-416.
Lee C. Y. (1997). Minimising the makespan in two machines flow shop scheduling problem with availability constraints, Oper. Res. Lett., 20, 129-139.
M'Hallah, R., & Bulfin, R. L. (2005). Minimizing the weighted number of tardy jobs of parallel processors, Eur. J. Oper. Res., 160, 471-4847.
Sakarovitch, M. (1984). Optimisation combinatoire: Programmation discrete, Hermann, France.
Schmidt, G. (2000). Scheduling with limited machine availability, European J. Oper, 121, 1-15.
Selt, O., & Zitouni, R. (2014). A comparative study of heuristic and metaheuristic for three identical parallel machines, Cjpas, 3147-3153.
Smith, W. E. (1956). Various optimizes for single-stage production, NavaRes.Logist, 3, 59-66.
Liang, Y.-C., Hsiao, Y.-M., & Tien, C.-Y. (2013) Metaheuristics for drilling operation scheduling in Taiwan PCB industries, International Journal of Production Economics, 141(1), 189-198. DOI: 10.1016/j.ijpe.2012.04.014
Zribi, N., Kacem, I., El-Kamel, A., & Borne, P. (2005). Minimisation de la somme des retards dans un job shop flexible, Revue e-STA (SEE), 6(6), 21-25.
Zitouni, R., & Selt, O. (2016). Metaheuristics to solve tasks scheduling problem in parallel identical machines with unavailability periods, RAIRORes, 50(1), 90.