Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/65410
Title: Matching market design : from theory to practice
Authors: Li, Mengling
Keywords: DRNTU::Social sciences::Economic theory::Microeconomics
DRNTU::Science::Mathematics::Applied mathematics::Game theory
Issue Date: 2015
Source: Li, M. (2015). Matching market design : from theory to practice. Doctoral thesis, Nanyang Technological University, Singapore.
Abstract: This thesis examines efficiency and fairness in matching markets. We first study a generalized many-to-many matching problem with ties. A natural solution concept is Pareto stability, which ensures both stability and Pareto efficiency. We show that a Pareto stable matching always exists by developing an efficient algorithm to compute one. Next, for a practical problem where one side of the market has homogeneous preferences, we propose two new competing Pareto stable matching mechanisms. In the application of course allocation problem, we run simulations with unique course matching data which show that the Pareto stable matching mechanisms can significantly improve the overall efficiency and welfare of the students. Finally, we consider the generalized roommates problem with N students to be assigned to M rooms. Students may have weak preferences and rooms can have different capacities. We show that a Pareto efficient assignment always exits by introducing efficient algorithms to compute such assignments.
URI: http://hdl.handle.net/10356/65410
metadata.item.grantfulltext: restricted
metadata.item.fulltext: With Fulltext
Appears in Collections:SPMS Theses

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