[Sequence announcement] Introduction to Mechanism Designpost by badger · 2014-04-30T16:21:31.652Z · LW · GW · Legacy · 12 comments
Mechanism design is the theory of how to construct institutions for strategic agents, spanning applications like voting systems, school admissions, regulation of monopolists, and auction design. Think of it as the engineering side of game theory, building algorithms for strategic agents. While it doesn't have much to say about rationality directly, mechanism design provides tools and results for anyone interested in world optimization.
In this sequence, I'll touch on
- The basic mechanism design framework, including the revelation principle and incentive compatibility.
- The Gibbard-Satterthwaite impossibility theorem for strategyproof implementation (a close analogue of Arrow's Theorem), and restricted domains like single-peaked or quasilinear preference where we do have positive results.
- The power and limitations of Vickrey-Clarke-Groves mechanisms for efficiently allocating goods, generalizing Vickrey's second-price auction.
- Characterizations of incentive-compatible mechanisms and the revenue equivalence theorem.
- Profit-maximizing auctions.
- The Myerson-Satterthwaite impossibility for bilateral trade.
- Two-sided matching markets à la Gale and Shapley, school choice, and kidney exchange.
As the list above suggests, this sequence is going to be semi-technical, but my foremost goal is to convey the intuition behind these results. Since mechanism design builds on game theory, take a look at Yvain's Game Theory Intro if you want to brush up.
- For further introduction, you can start with the popular or more scholarly survey of mechanism design from the 2007 Nobel memoriam prize in economics.
- Jeff Ely has lecture notes and short videos to accompany an undergraduate class in microeconomic theory from the perspective of mechanism design.
- The textbook A Toolbox for Economic Design by Dimitrios Diamantaras is very accessible and comprehensive if you can get ahold of a copy.
- Tilman Börgers has a draft textbook intended for graduate students.
- Chapters 9-16 of Algorithmic Game Theory and chapters 10-11 of Multiagent Systems cover various topics in mechanism design from the perspective of computer scientists.
- Video lectures introducing market design and computational aspects of mechanism design.
I plan on following up on this sequence with another focusing on group rationality and information aggregation, surveying scoring rules and prediction markets among other topics.
Suggestions and comments are very welcome.
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