Mechanism Design for Value Maximizers
In many settings, money is a tool of exchange with minimal inherent utility --- agents will spend it in a way that maximizes the value of goods received subject to reasonable constraints, giving only second-order consideration to the trade-off between value and price. While this perspective is commo...
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Zusammenfassung: | In many settings, money is a tool of exchange with minimal inherent utility
--- agents will spend it in a way that maximizes the value of goods received
subject to reasonable constraints, giving only second-order consideration to
the trade-off between value and price. While this perspective is commonly
captured in consumer choice theory, market equilibrium theory, and other
fields, it is markedly absent from the mechanism design literature --- agents
strategizing in a mechanism with money are almost always assumed to incorporate
money as an objective through quasilinear valuations. We study a simple model
of value maximizers that captures online advertisers and other agents who may
view money solely as a constraint, and study general questions of mechanism
design for such agents. We show that the feasible and optimal points faced by a
mechanism designer change dramatically from the quasilinear realm and lay a
foundation for a broader study of value maximization in mechanism design. Along
the way, we offer new insight into the generalized second price (GSP) auction
commonly used in Internet advertising. Through the lens of value maximization,
GSP metamorphosizes into a truthful auction, sound in its principles and
elegant in its simplicity. |
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DOI: | 10.48550/arxiv.1607.04362 |