利用图进行循环套利检测

Zhenyu Cui, Stephen Michael Taylor
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引用次数: 0

摘要

我们提出了一种新的图论方法来检测外汇(FX)市场中的循环套利,并讨论和证明了该算法相对于蛮力方法的运行时改进。在经验货币买卖价格数据上的应用验证了这种技术,并提供了一个提高计算效率的例子,特别是在考虑大量货币的情况下。使用所有G10货币对的分钟级市场数据,我们证明了算法的效率以及高阶循环套利交易的潜在回报。最后,讨论了几种可能的扩展。
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Circular Arbitrage Detection Using Graphs
We propose a novel graph-theoretic method for the detection of circular arbitrage in foreign exchange (FX) markets and discuss and demonstrate runtime improvements of this algorithm over the brute force approach. An application on empirical currency bid/ask price data validates this technique as well as provides an example of increased computational efficiency, especially in the case where a large number of currencies are considered. Using minute level market data for all G10 currency pairs, we demonstrate the efficiency of the algorithm as well as potential returns of higher order circular arbitrage trades. Finally, several potential extensions are discussed.
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