Multiobjective Stochastic Optimization: A Case of Real-Time Matching in Ride-Sourcing Markets

Multiobjective Stochastic Optimization: A Case of Real-Time Matching in Ride-Sourcing Markets

Problem Definition: The job of any marketplace is to facilitate the matching of supply with demand in real-time. Success is often measured using various metrics. The challenge is to design matching algorithms to balance the trade-offs among multiple objectives in a stochastic environment, to arrive...

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Bibliographic Details
Main Authors: LYU, Guodong, CHEUNG, Wang Chi, TEO, Chung-Piaw, WANG, Hai
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
Subjects:
Multi-objective Optimization
Compromise Solution
Online Algorithms
Ride-sourcing
Operations Research, Systems Engineering and Industrial Engineering
Transportation
Online Access:https://ink.library.smu.edu.sg/sis_research/8456
https://ink.library.smu.edu.sg/context/sis_research/article/9459/viewcontent/Multi_ObjSO_2023_sv.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/8456
https://ink.library.smu.edu.sg/context/sis_research/article/9459/viewcontent/Multi_ObjSO_2023_sv.pdf

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