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A Geometric Analysis of Gains from Trade

Jason Hartline and Kangning Wang

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Abstract: We provide a geometric proof that the random proposer mechanism is a $4$-approximation to the first-best gains from trade in bilateral exchange. We then refine this geometric analysis to recover the state-of-the-art approximation ratio of $3.15$.

Date: 2025-08
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