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Authors: Henry Hanifan and John Cartlidge

Affiliation: Department of Computer Science, University of Bristol, Merchant Venturers Building, Woodland Road, Bristol, U.K.

ISBN: 978-989-758-395-7

ISSN: 2184-433X

Keyword(s): Agent Based Modelling, Auctions, Automated Trading, Financial Markets, Simulation, Trading Agents.

Abstract: We explore the competitive effects of reaction time of automated trading strategies in simulated financial markets containing a single exchange with public limit order book and continuous double auction matching. A large body of research conducted over several decades has been devoted to trading agent design and simulation, but the majority of this work focuses on pricing strategy and does not consider the time taken for these strategies to compute. In real-world financial markets, speed is known to heavily influence the design of automated trading algorithms, with the generally accepted wisdom that faster is better. Here, we introduce increasingly realistic models of trading speed and profile the computation times of a suite of eminent trading algorithms from the literature. Results demonstrate that: (a) trading performance is impacted by speed, but faster is not always better; (b) the Adaptive-Aggressive (AA) algorithm, until recently considered the most dominant trading strategy in the literature, is outperformed by the simplistic Shaver (SHVR) strategy—shave one tick off the current best bid or ask—when relative computation times are accurately simulated. (More)

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Paper citation in several formats:
Hanifan, H. and Cartlidge, J. (2020). Fools Rush In: Competitive Effects of Reaction Time in Automated Trading.In Proceedings of the 12th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-758-395-7, ISSN 2184-433X, pages 82-93. DOI: 10.5220/0008973700820093

@conference{icaart20,
author={Henry Hanifan. and John Cartlidge.},
title={Fools Rush In: Competitive Effects of Reaction Time in Automated Trading},
booktitle={Proceedings of the 12th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2020},
pages={82-93},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0008973700820093},
isbn={978-989-758-395-7},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - Fools Rush In: Competitive Effects of Reaction Time in Automated Trading
SN - 978-989-758-395-7
AU - Hanifan, H.
AU - Cartlidge, J.
PY - 2020
SP - 82
EP - 93
DO - 10.5220/0008973700820093

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