Optimal Trade Characterizations in Multi-Asset Crypto-Financial Markets

Fuente: arXiv
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Auteurs principaux: Escudero, C., Lara, F., Sama, M.
Format: Preprint
Publié: 2024
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author Escudero, C.
Lara, F.
Sama, M.
author_facet Escudero, C.
Lara, F.
Sama, M.
contents This work focuses on the mathematical study of constant function market makers. We rigorously establish the conditions for optimal trading under the assumption of a quasilinear, but not necessarily convex (or concave), trade function. This generalizes previous results that used convexity, and also guarantees the robustness against arbitrage of so-designed automatic market makers. The theoretical results are illustrated by families of examples given by generalized means, and also by numerical simulations in certain concrete cases. These simulations along with the mathematical analysis suggest that the quasilinear-trade-function based automatic market makers might replicate the functioning of those based on convex functions, in particular regarding their resilience to arbitrage.
format Preprint
id arxiv_https___arxiv_org_abs_2405_06854
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Optimal Trade Characterizations in Multi-Asset Crypto-Financial Markets
Escudero, C.
Lara, F.
Sama, M.
Optimization and Control
Mathematical Finance
This work focuses on the mathematical study of constant function market makers. We rigorously establish the conditions for optimal trading under the assumption of a quasilinear, but not necessarily convex (or concave), trade function. This generalizes previous results that used convexity, and also guarantees the robustness against arbitrage of so-designed automatic market makers. The theoretical results are illustrated by families of examples given by generalized means, and also by numerical simulations in certain concrete cases. These simulations along with the mathematical analysis suggest that the quasilinear-trade-function based automatic market makers might replicate the functioning of those based on convex functions, in particular regarding their resilience to arbitrage.
title Optimal Trade Characterizations in Multi-Asset Crypto-Financial Markets
topic Optimization and Control
Mathematical Finance
url https://arxiv.org/abs/2405.06854