We gratefully acknowledge support from
the Simons Foundation and member institutions.
Full-text links:

Download:

Current browse context:

q-fin.TR

Change to browse by:

References & Citations

Bookmark

(what is this?)
CiteULike logo BibSonomy logo Mendeley logo del.icio.us logo Digg logo Reddit logo

Quantitative Finance > Trading and Market Microstructure

Title: Closed-form solutions for generic N-token AMM arbitrage

Abstract: Convex optimisation has provided a mechanism to determine arbitrage trades on automated market markets (AMMs) since almost their inception. Here we outline generic closed-form solutions for $N$-token geometric mean market maker pool arbitrage, that in simulation (with synthetic and historic data) provide better arbitrage opportunities than convex optimisers and is able to capitalise on those opportunities sooner. Furthermore, the intrinsic parallelism of the proposed approach (unlike convex optimisation) offers the ability to scale on GPUs, opening up a new approach to AMM modelling by offering an alternative to numerical-solver-based methods. The lower computational cost of running this new mechanism can also enable on-chain arbitrage bots for multi-asset pools.
Comments: 6 pages plus appendix
Subjects: Trading and Market Microstructure (q-fin.TR); Mathematical Finance (q-fin.MF)
Cite as: arXiv:2402.06731 [q-fin.TR]
  (or arXiv:2402.06731v1 [q-fin.TR] for this version)

Submission history

From: Matthew Willetts [view email]
[v1] Fri, 9 Feb 2024 19:02:26 GMT (2081kb,D)

Link back to: arXiv, form interface, contact.