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- W3084244826 abstract "The distributed permutation flowshop scheduling problem with preventive maintenance operator (PM/DPFSP) is closely related to modem industry. This paper presents an improved discrete artificial bee colony (IDABC) algorithm for solving this problem. The criterion to be optimized is the makespan. An improved NEH heuristic method is proposed to initialize the population effectively. We adapted a local search method with insertion and swap operator to produce neighboring solutions in employ bee phase and onlooker bee phase. A global search method with destruction and reconstruction phase is introduced to avoid local optima in scout bee phase. The parameters for the proposed IDABC are calibrated by means of a design of experiments and analysis of variance. We conduct extensive experiments to test the performance of IDABC. Computational results indicate that IDABC has promising advantages on PM/DPFSP." @default.
- W3084244826 created "2020-09-14" @default.
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- W3084244826 date "2020-07-01" @default.
- W3084244826 modified "2023-10-15" @default.
- W3084244826 title "An improved discrete artificial bee colony algorithm for the distributed permutation flowshop scheduling problem with preventive maintenance" @default.
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- W3084244826 doi "https://doi.org/10.23919/ccc50068.2020.9188697" @default.
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