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Open Access. Powered by Scholars. Published by Universities.®

2019

City University of New York (CUNY)

Social and Behavioral Sciences

All Dissertations, Theses, and Capstone Projects

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Full-Text Articles in Engineering

Using Transfer Learning In Network Markets, Kai Cai May 2019

Using Transfer Learning In Network Markets, Kai Cai

All Dissertations, Theses, and Capstone Projects

Mechanism design is the sub-field of microeconomics and game theory, which considers agents have their own private information and are self-interested and tries to design systems that can produce desirable outcomes. In recent years, with the development of internet and electronic markets, mechanism design has become an important research field in computer science. This work has largely focused on single markets. In the real world, individual markets tend to connect to other markets and form a big “network market”, where each market occupies a node in the network and connections between markets reflect constraints on traders in the markets. So ...