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

• Main Authors: LYU, Guodong, CHEUNG, Wang Chi, TEO, Chung-Piaw, WANG, Hai
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2024
• 主題: Multi-objective Optimization; Compromise Solution; Online Algorithms; Ride-sourcing; Operations Research, Systems Engineering and Industrial Engineering; Transportation
• 在線閱讀: 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
• 機構: Singapore Management University

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...