Online spatio-temporal matching in stochastic and dynamic domains

Online spatio-temporal matching in stochastic and dynamic domains

Online spatio-temporal matching of servers/services to customers is a problem that arises at a large scale in many domains associated with shared transportation (e.g., taxis, ride sharing, super shuttles, etc.) and delivery services (e.g., food, equipment, clothing, home fuel, etc.). A key character...

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Bibliographic Details
Main Authors: LOWALEKAR, Meghna, VARAKANTHAM, Pradeep, JAILLET, Patrick
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2018
Subjects:
Large-scale problem
On-line matching
Online linear programming
Stochastic optimization
MDPs
Artificial Intelligence and Robotics
Numerical Analysis and Scientific Computing
Theory and Algorithms
Online Access:https://ink.library.smu.edu.sg/sis_research/4329
https://ink.library.smu.edu.sg/context/sis_research/article/5332/viewcontent/AIJ_OnlineMatching_av.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/4329
https://ink.library.smu.edu.sg/context/sis_research/article/5332/viewcontent/AIJ_OnlineMatching_av.pdf

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