Position-building in competition with real-world constraints

Fuente: arXiv
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Autore principale: Chriss, Neil A.
Natura: Preprint
Pubblicazione: 2024
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author Chriss, Neil A.
author_facet Chriss, Neil A.
contents This paper extends the optimal-trading framework developed in arXiv:2409.03586v1 to compute optimal strategies with real-world constraints. The aim of the current paper, as with the previous, is to study trading in the context of multi-player non-cooperative games. While the former paper relies on methods from the calculus of variations and optimal strategies arise as the solution of partial differential equations, the current paper demonstrates that the entire framework may be re-framed as a quadratic programming problem and cast in this light constraints are readily incorporated into the calculation of optimal strategies. An added benefit is that two-trader equilibria may be calculated as the end-points of a dynamic process of traders forming repeated adjustments to each other's strategy.
format Preprint
id arxiv_https___arxiv_org_abs_2409_15459
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Position-building in competition with real-world constraints
Chriss, Neil A.
Trading and Market Microstructure
Computer Science and Game Theory
This paper extends the optimal-trading framework developed in arXiv:2409.03586v1 to compute optimal strategies with real-world constraints. The aim of the current paper, as with the previous, is to study trading in the context of multi-player non-cooperative games. While the former paper relies on methods from the calculus of variations and optimal strategies arise as the solution of partial differential equations, the current paper demonstrates that the entire framework may be re-framed as a quadratic programming problem and cast in this light constraints are readily incorporated into the calculation of optimal strategies. An added benefit is that two-trader equilibria may be calculated as the end-points of a dynamic process of traders forming repeated adjustments to each other's strategy.
title Position-building in competition with real-world constraints
topic Trading and Market Microstructure
Computer Science and Game Theory
url https://arxiv.org/abs/2409.15459