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arxiv 2401.07689 v3 pith:YT3SER26 submitted 2024-01-15 econ.GN q-fin.EC

Impermanent Loss Conditions: An Analysis of Decentralized Exchange Platforms

classification econ.GN q-fin.EC
keywords assetsexchangeliquiditylossesproviderstradersanalysisarbitrage-friendly
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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Decentralized exchanges are widely used platforms for trading crypto assets. The most common types work with automated market makers (AMM), allowing traders to exchange assets without needing to find matching counterparties. Thereby, traders exchange against asset reserves managed by smart contracts. These assets are provided by liquidity providers in exchange for a fee. Static analysis shows that small price changes in one of the assets can result in losses for liquidity providers. Despite the success of AMMs, it is claimed that liquidity providers often suffer losses. However, the literature does not adequately consider the dynamic effects of fees over time. Therefore, we investigate the impermanent loss problem in a dynamic setting using Monte Carlo simulations. Our findings indicate that price changes do not necessarily lead to losses. Fees paid by traders and arbitrageurs are equally important. In this respect, we can show that an arbitrage-friendly environment benefits the liquidity provider. Thus, we suggest that AMM developers should promote an arbitrage-friendly environment rather than trying to prevent arbitrage.

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  1. Mitigating Adverse Selection in Concentrated Liquidity AMMs with Dynamic Fees: An Agent-Based Model Approach

    q-fin.TR 2026-06 unverdicted novelty 4.0

    Agent-based simulations of concentrated liquidity AMMs indicate that volatility- and toxicity-driven dynamic fees can raise LP fee income enough to produce positive hedged P&L in high stale-price states, compensating ...