Learning Scheduling Rule for Job Shop Considering Multi-objective Evaluation Related to Due Date

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  • 納期に関する多目的評価を考慮したジョブショップスケジューリングルールの学習

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<p>This paper deals with job shop scheduling problem with consideration for multi-objective evaluation related to due dates. An effective priority rule is constructed for this problem using a neural network. The neural network is trained using input-output pairs extracted from schedules optimized using a genetic algorithm incorporating the priority rule. The numerical experiments demonstrate that effective priority rules can be automatically constructed by training using the input-output pairs.</p>

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