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

書誌事項

タイトル別名
  • Learning Scheduling Rule for Job Shop Considering Multi-objective Evaluation Related to Due Date

抄録

<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>

収録刊行物

  • 年次大会

    年次大会 2023 (0), S141p-01-, 2023

    一般社団法人 日本機械学会

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