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In this study, we propose a framework that utilizes parallel neural networks to make decisions on the availability of resources, due date assignments for incoming orders, and dispatching rules for scheduling.
Due to different index date assignments of those DM patients who did not have medication, we limited the consideration of any effect of metformin use to those who had oral anti-hyperglycemic medications.
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A due date assignment cost is included into the objective function.
To deal with multiple scheduling decisions (sequencing and due date assignment) in job shops, Nguyen et al. [95] develop a GP-based cooperative coevolution approach in which scheduling rules and due date assignment rules are evolved in their own subpopulation.
Nguyen et al. [94] used GP to evolve the due date assignment rules while fixing the dispatching rules.
Nguyen et al. [95] developed a GP technique to deal with both sequencing decisions and due date assignment decisions.
In this paper, three of these decisions are modelled simultaneously: due date assignment, production scheduling, and outbound distribution scheduling.
Recently, many researchers have devoted attention to the problem of integrating due date assignment, production scheduling and outbound distribution scheduling.
This is motivated by the fact that scheduling and sequence decisions are directly influenced by other related production planning and control decisions such as due date assignment.
Multiple tree representations are also useful for representing different scheduling decisions such as acceptance/rejection [111], due date assignment [95] and maintenance [142].
In the present paper, the problems of minimizing costs associated with maximum tardiness, due date assignment and delivery for a single machine are considered.
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