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Solution algorithms for the number of tardy jobs minimisation scheduling with a time-dependent learning effect

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Abstract This paper deals with a single-machine scheduling problem with a time-dependent learning effect. The goal is to determine the job sequence that minimise the number of tardy jobs. Two… Click to show full abstract

Abstract This paper deals with a single-machine scheduling problem with a time-dependent learning effect. The goal is to determine the job sequence that minimise the number of tardy jobs. Two dominance properties, two heuristic algorithms and a lower bound to speed up the search process of the branch-and-bound algorithm are proposed. Computational experiments show that the branch-and-bound algorithm can solve instances up to 18 jobs in a reasonable amount of time, and the proposed heuristic algorithm MFLA performs effectively and efficiently

Keywords: tardy jobs; time; time dependent; number tardy; dependent learning; learning effect

Journal Title: International Journal of Production Research
Year Published: 2017

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