Predicting the Performance of Queues: A Data Analytic Approach

Predicting the Performance of Queues: A Data Analytic Approach

Existing models of multi-server queues with system transience and non-standard assumptions are either too complex or restricted in their assumptions to be used broadly in practice. This paper proposes using data analytics, combining computer simulation to generate the data and an advanced non-linear...

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書目詳細資料
Main Authors:	YANG, Kum Khiong, TUGBA, Cayirli, LOW, Mei Wan
格式:	text
語言:	English
出版:	Institutional Knowledge at Singapore Management University 2016
主題:	Data Analytics for Queues Simulation Nonlinear regression Alternating Conditional Expectation Operations and Supply Chain Management Operations Research, Systems Engineering and Industrial Engineering
在線閱讀:	https://ink.library.smu.edu.sg/lkcsb_research/4944 https://ink.library.smu.edu.sg/context/lkcsb_research/article/5943/viewcontent/PredictingPerformanceQueues_CORS_2016_afv.pdf
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