去中心化交易所的即时流动性悖论:更多的供应商有时意味着更少的流动性

Agostino Capponi, Ruizhe Jia, Brian Zhu
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引用次数: 0

摘要

我们研究了基于区块链的去中心化交易所(DEXs)中的即时(JIT)流动性供应。被动的流动性提供者(lp)在观察订单流之前将资产存入流动性池,与之相反,jitlp采取更积极的方法。他们监控来自公有区块链内存池的待处理订单,并迅速提供流动性,然后在同一区块中撤回。我们的博弈论分析揭示了一个矛盾的情况:JIT LP的存在,而不是像预期的那样增强流动性,可能会无意中减少流动性。悖论背后的一个核心原因是被动有限合伙人遇到的逆向选择问题,源于知情套利者的存在。与被动有限合伙人不同,JIT有限合伙人具有在提供流动性和交易确认之前分析订单流的优势。我们表明,这种后发优势减轻了他们的逆向选择成本,并可能挤出被动有限合伙人,特别是当订单流量对池流动性的变化没有高度弹性时。这些均衡效应可能导致资金池流动性的整体减少,并增加流动性需求者的执行风险。为了减轻JIT流动性的不利影响,我们建议被动和JIT有限合伙人采用两层收费结构。我们可以看到这种结构可以防止挤出并改善福利。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Paradox Of Just-in-Time Liquidity in Decentralized Exchanges: More Providers Can Sometimes Mean Less Liquidity
We study just-in-time (JIT) liquidity provision within blockchain-based decentralized exchanges (DEXs). In contrast to passive liquidity providers (LPs) who deposit assets into liquidity pools before observing order flows, JIT LPs take a more active approach. They monitor pending orders from public blockchain mempools and swiftly supply liquidity, only to withdraw it in the same block. Our game-theoretical analysis uncovers a paradoxical scenario: the presence of a JIT LP, rather than enhancing liquidity as expected, can inadvertently reduce it. A central reason behind the paradox is the adverse selection problem encountered by passive LPs, stemming from the presence of informed arbitrageurs. Unlike passive LPs, JIT LPs have the advantage of analyzing the order flow prior to providing liquidity and block confirmation. We show that this second-mover advantage mitigates their adverse selection costs and potentially crowds out passive LPs, particularly when order flows are not highly elastic to changes in pool liquidity. These equilibrium effects may lead to an overall reduction of pool liquidity and to an increased execution risk for liquidity demanders. To alleviate the detrimental effects of JIT liquidity, we propose a two-tiered fee structure for passive and JIT LPs. We show that this structure may prevent crowding out and improve welfare.
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