Revelation principle: encouraging truthful strategies
Les joueurs de cartes - Paul Cézanne - 1890-1892 |
Source : Goeree, Jacob
K. and Kushnir, Alexey I., A Geometric Approach to Mechanism Design (December
20, 2011). University of Zurich Department of Economics Working Paper No. 56.
Available at SSRN: http://ssrn.com/abstract=1974922 or
http://dx.doi.org/10.2139/ssrn.1974922
Mechanism design is the science of creating optimal
social systems by maximizing a well-defined social welfare function taking into
account resource constraints and participants' incentives and hidden
information. It provides a framework to address social engineering questions
like what auction format assigns goods most efficiently or yields the highest
seller revenue, “when should a public project such as building a highway be
undertaken?” and “which trading rules maximize the gains from trade?”
The difficulty in answering these questions stems from
the fact that the designer, or public authority, typically does not possess
detailed information about the relevant parameters, e.g. bidders' valuations
for the goods for sale or voters' preferences for the public project.
A well-designed mechanism should therefore both
truthfully elicit participants' private information and implement the
corresponding social optimum.
Hurwicz (1960) was among the first to recognize the
prevalence and importance of economically relevant information that is
dispersed in the population. He
introduced a formal model of communication where agents send messages to a
central planner who selects an outcome based on a pre-specified rule. Hurwicz
(1972) also introduced the key notion of incentive compatibility, which
emphasizes the need for collecting agents' private information in a manner that
is coherent with their incentives. The study of incentive compatible mechanisms
was significantly simplified through the observation of the revelation principle by Gibbard (1973)
and subsequent extensions to incomplete information environments by Dasgupta,
Hammond, and Maskin (1979) and Myerson (1979). This principle implies that
general mechanisms or institutions can be analyzed through equivalent direct
revelation mechanisms, where participants' only form of communication or action
is the revelation of their private information.
Dasgupta,
Patha S., Peter Hammond, and Eric Maskin (1979) « The Implementation of
Social
Choice Rules:
Some General Results on Incentive Compatibility, » Review of Economic
Studies, 46, 181-216.
Gibbard, Allan
(1973) « Manipulation of Voting Schemes: a General Result, » Econometrica, 41, 587-601.
Hurwicz,
Leonard (1960) « Optimality and Informational E_ciency in Resource
Allocation Processes, » in Mathematical
Methods in the Social Sciences, K. J. Arrow et al., eds., Stanford
University Press, Stanford, 27-46.
Hurwicz,
Leonard (1972) « On Informationally Decentralized Systems, » in Decision and Organization, C. B. McGuire
and R. Radner, eds., North-Holland, Amsterdam, 297-336.
Myerson, Roger
B. (1981) « Optimal Auction Design, » Mathematics of Operations Research, 6, 58-73.
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