A tutorial survey of job-shop scheduling problems using genetic algorithms—I: representation
Computers and Industrial Engineering
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This paper presents the new scheduling solution for press shop and the new scheduling model based on operation constraints parallel machine for bidirectional press lines. In this new model, the jobs will be processed from the both terminals of the press line and in the order of machines, and the parallel processed jobs are under the constraints of operation number. In this paper, the constraints relative between operation and time are formulated. Then, the hybrid genetic algorithm with heuristic rules has been devised to solve the problem. In the end, an example is given in which the minimum makespan and load balance among press lines are used as the optimized objects to validate this model, and the scheduling results is obtained which possessed practical application value.