Abstract
This paper presents an efficient branch and bound (B&B) algorithm for the two-machine blocking flowshop group scheduling problem(BFGSP), in which the objective is to minimize the makespan. An initial solution generated by using the LPT-NEH heuristics method and we set this solution as the initial upper bound. Then a machine-based lower bound and a dominance rule are used to prune the branch-and-bound tree. The search strategy is based on the breadth-first principle. The experiment shows that the algorithm can solve medium and small-scale BFGSP in 3600 s.
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References
Neufeld, J.S., Gupta, J.N.D., Buscher, U.: A comprehensive review of flowshop group scheduling literature. Comput. Oper. Res. 70, 56–74 (2016)
Pan, Q.K., Gao, L., Wang, L.: An effective cooperative co-evolutionary algorithm for distributed flowshop group scheduling problems. IEEE Trans. Cybern. 52, 5999–6012 (2022)
Celano, G., Costa, A., Fichera, S.: Constrained scheduling of the inspection activities on semiconductor wafers grouped in families with sequence-dependent set-up times. Int. J. Adv. Manuf. Technol. 46(5–8), 695–705 (2010)
Salmasi, N., Logendran, R., Skandari, M.R.: Total flow time minimization in a flowshop sequence-dependent group scheduling problem. Comput. Oper. Res. 37(1), 199–212 (2010)
Gelogullari, C.A.: Group-scheduling problems in electronics manufacturing. Oregon State University (2005)
Yoshida, T., Hitomi, K.: Optimal two-stage production scheduling with setup times separated. AIIE Trans. 11(3), 261–263 (1979)
Baker, K.: Scheduling groups of jobs in the two-machine flow shop. Math. Comput. Model. 13(3), 29–36 (1990)
Logendran, R., Gelogullari, C., Sriskandarajah, C.: Minimizing the mean flow time in a two-machine group-scheduling problem with carryover sequence dependency. Robot. Comput. Integr. Manuf. 19(1–2), 21–33 (2003)
Wang, X., Cheng, T.: A heuristic approach for tow-machine no-wait flowshop scheduling with due dates and class setups. Comput. Oper. Res. 33(5), 1326–1344 (2006)
Liou, C.-D., Liu, C.-H.: A novel encoding scheme of PSO for two-machine group scheduling. In: Tan, Y., Shi, Y., Tan, K.C. (eds.) ICSI 2010. LNCS, vol. 6145, pp. 128–134. Springer, Heidelberg (2010). https://doi.org/10.1007/978-3-642-13495-1_16
Yuan, S., Li, T., Wang, B.: A co-evolutionary genetic algorithm for the two-machine flow shop group scheduling problem with job-related blocking and transportation times. Expert Syst. Appl. 152, 113360 (2020)
Ignall, E., Schrage, L.: Application of the branch and bound technique to some flow-shop scheduling problems. Oper. Res. 13(3), 400–412 (1965)
Lomnicki, Z.A.: A “branch-and-bound” algorithm for the exact solution of the three-machine scheduling problem. J. Oper. Res. Soc. 16(1), 89–100 (1965)
Reddi, S.S., Ramamoorthy, C.V.: On the flowshop sequencing problem with no-wait in process. Oper. Res. Q. 23(3), 323–331 (1972)
Gilmore, P., Gomory, R.: Sequencing a one state variable machine: a solvable case of the traveling salesman problem. Oper. Res. 12(5), 655–679 (1964)
Potts, C.N.: An adaptive branching rule for the permutation flow-shop problem. Eur. J. Oper. Res. 5(1), 19–25 (1980)
Ronconi, D.P.: A branch-and-bound algorithm to minimize the makespan in a flowshop with blocking. Ann. Oper. Res. 138(1), 53–65 (2005)
Moslehi, G., Khorasanian, D.: Optimizing blocking flow shop scheduling problem with total completion time criterion. Comput. Oper. Res. 40(7), 1874–1883 (2013)
Sanches, F.B., Takano, M.I., Nagano, M.S.: Evaluation of heuristics for a branch and bound algorithm to minimize the makespan in a flowshop with blocking. Acta Sci. Technol. 38(3), 321–326 (2016)
Acknowledgment
This research was supported by the National Natural Science Foundation of China (62173169 and 61963022) and the Basic Research Key Project of Yunnan Province (202201AS070030).
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Zhang, S., Qian, B., Hu, R., Zhang, C., Li, K. (2023). A Branch and Bound Algorithm for the Two-Machine Blocking Flowshop Group Scheduling Problem. In: Huang, DS., Premaratne, P., Jin, B., Qu, B., Jo, KH., Hussain, A. (eds) Advanced Intelligent Computing Technology and Applications. ICIC 2023. Lecture Notes in Computer Science, vol 14086. Springer, Singapore. https://doi.org/10.1007/978-981-99-4755-3_28
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DOI: https://doi.org/10.1007/978-981-99-4755-3_28
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