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Dynamic job-shop scheduling in smart manufacturing using deep reinforcement learning
Comput. Networks, 2021Libing Wang +7 more
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Dynamic scheduling for flexible job shop with new job insertions by deep reinforcement learning
Applied Soft Computing, 2020Shu Luo
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Dynamic multi-objective scheduling for flexible job shop by deep reinforcement learning
Computers & industrial engineering, 2021Shu Luo, Linxuan Zhang, Yushun Fan
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Cyclic Schedules for Job Shops with Identical Jobs
Mathematics of Operations Research, 1992We consider the problem of finding cyclic schedules for a job shop in which all jobs are identical. Specifically, we assume that a single product is produced on a finite number of machines. Each part is manufactured by performing a given set of operations in a pre-determined sequence. Each operation can be performed on exactly one machine.
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General flow-shop and job-shop problems
1976In this chapter we consider general flow-shop and job-shop problems for which the number m of machines is variable. All these problems can be proved to be NP-complete from results in previous chapters; consequently the algorithms discussed in this chapter are mainly of the branch-and-bound type.
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, 2008