國 立 陽 明 交 通 大 學 演 講

講    題：由即時決策到預測決策：資料驅動的智慧系統

( From Real-time Decision to Data-driven Predictive Decisions: Future Intelligent Systems )

主 講 人： 吳政鴻 (台大工商管理學系 教授)

主 持 人： 王志軒  教授

主辦單位：陽明交通大學共同教育委員會

時間：110年9月28日(星期二) 13:20~15:10

地    點：線上會議(Google meet)

演講摘要：

This talk discusses how data-driven intelligent decision processes can help improve operational efficiency in production and service systems. In practice and in literature, when uncertainties are concerned, state-depend dynamic decisions are known to be crucial operation efficiency. However, most existing methods assume a stationary system and uncertainties are well characterized by given distribution functions. Yet, both assumptions are hardly true and it is unclear how dynamic control can be realized in the production environment. In this talk, we combine machines learning and stochastic dynamic optimization methods to overcome both challenges. Through several industrial examples, the potential of data-driven intelligent decisions is demonstrated.

演講性質：學術研究專題

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