Osaka Institute of Technology · Faculty of Information Science · 教授

Research keywordsjob shop scheduling・production planning・simulation optimization・sales and operations planning・dispatching rules・large language models・carbon emission reduction

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• LLM actor-critic based dispatching rule generation for dynamic job shop scheduling2026 · CIRP Annals
• Stochastic Multi-Objective Sales and Operations Planning with Plan Stability Objectives and Supply Order Allocation Using Simulation–Optimization2026 · International Journal of Automation Technology
• Large Language Models for Heuristics to Solve Aggregate Production Planning2025 · Marvin Carl May, Toshiya Kaihara ( 共著 )
• A Proposal for a Closed-Loop Production Planning Method to Deal with Carbon Emission Reduction2025 · Araki Kawamura, Toshiya Kaihara, Daisuke Kokuryo, Houei Mizuhara, Toyohiro Umeda, Hideo Ikeda, Akihisa Horio ( 共著 )

• 社会政策のデジタルデザイン実現のための多階層社会シミュレーション技術に関する研究2024
• 【未来社会 (本格研究) 】人間中心の社会共創デザインを可能とする デジタル社会実験基盤技術の開発2023
• 包括的な金融・財政政策のリスクマネジメント：金融危機から国際関係・災害リスクまで2020
• 【未来社会】社会政策立案に向けたマルチスケールABSS手法2020

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