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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Bibliographic Details
Main Authors: YANG, Kum Khiong, TUGBA, Cayirli, LOW, Mei Wan
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2016
Subjects:
Data Analytics for Queues
Simulation
Nonlinear regression
Alternating Conditional Expectation
Operations and Supply Chain Management
Operations Research, Systems Engineering and Industrial Engineering
Online Access: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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Institution: Singapore Management University
Language: English

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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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