Uniswap is the largest decentralized exchange for digital currencies. The newest version, called Uniswap v3, allows liquidity providers to allocate liquidity to one or more closed intervals of the price of an asset, instead of over the total range of prices. While the price of the asset remains in that interval, the liquidity provider earns rewards proportionally to the amount of liquidity allocated. This induces the problem of strategic liquidity provision: smaller intervals result in higher concentration of liquidity and correspondingly larger rewards when the price remains in the interval, but with higher risk. We formalize this problem and study three classes of strategies for liquidity providers: uniform, proportional, and optimal (via a constrained optimization problem). We present experimental results based on the historical price data of Ethereum, which show that simple liquidity provision strategies can yield near-optimal utility and earn over 200x more than Uniswap v2 liquidity provision.
翻译:Uniswap是最大的数字货币分散交易。 最新版本名为Uniswap v3, 允许流动资金提供者将流动资金分配给资产价格的一个或多个封闭间隔,而不是高于总价格范围。资产价格处于这一间隔内,但流动资金提供者按所分配流动资金的数额按比例获得回报。这引起了战略性流动性提供问题:较小规模的间隔导致流动资金更加集中,当价格处于间隔内,但风险较高时则相应增加。我们正式确定了这一问题,并研究了流动资金提供者的三类战略:统一、比例和最佳(在有限的优化问题下)。我们根据Etheurum的历史价格数据提出实验结果,这表明简单的流动性提供战略可以产生接近最佳的效用,并且比Uniswap v2流动资金提供额多200倍以上。