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Neural networks can synchronize by learning from each other. In the case of discrete weights full synchronization is achieved in a finite number of steps. Additional networks can be trained by using the inputs and outputs generated during…

无序系统与神经网络 · 物理学 2007-11-16 Andreas Ruttor

The searching for the stable patterns in the evolution of cellular automata is implemented using stochastic synchronization between the present structures of the system and its precedent configurations. For most of the known evolution rules…

元胞自动机与格子气 · 物理学 2007-05-23 J. R. Sanchez , R. Lopez-Ruiz

We compare optimal static and dynamic solutions in trade execution. An optimal trade execution problem is considered where a trader is looking at a short-term price predictive signal while trading. When the trader creates an instantaneous…

交易与市场微观结构 · 定量金融 2019-07-23 Claudio Bellani , Damiano Brigo , Alex Done , Eyal Neuman

We study dynamic matching in an infinite-horizon stochastic market. While all agents are potentially compatible with each other, some are hard-to-match and others are easy-to-match. Agents prefer to be matched as soon as possible and…

数据结构与算法 · 计算机科学 2017-11-09 Itai Ashlagi , Maximillien Burq , Patrick Jaillet , Vahideh Manshadi

This paper investigates the impact of the adoption of generative AI on financial stability. We conduct laboratory-style experiments using large language models to replicate classic studies on herd behavior in trading decisions. Our results…

综合金融 · 定量金融 2025-10-03 Anne Lundgaard Hansen , Seung Jung Lee

We investigate a market with a normal-speed informed trader (IT) who may employ mixed strategy and multiple anticipatory high-frequency traders (HFTs) who are under different inventory pressures, in a three-period Kyle's model. The pure-…

交易与市场微观结构 · 定量金融 2024-03-14 Ziyi Xu , Xue Cheng

In order to use the advanced inference techniques available for Ising models, we transform complex data (real vectors) into binary strings, by local averaging and thresholding. This transformation introduces parameters, which must be varied…

统计金融 · 定量金融 2015-06-17 Hongli Zeng , Rémi Lemoy , Mikko Alava

How important are leaders' actions in facilitating coordination? In this paper, we investigate their signaling role in a global games framework. A perfectly informed leader and a team of followers face a coordination problem. Despite the…

理论经济学 · 经济学 2023-07-27 Panagiotis Kyriazis , Edmund Lou

Lead/lag relationships are an important stylized fact at high frequency. Some assets follow the path of others with a small time lag. We provide indicators to measure this phenomenon using tick-by-tick data. Strongly asymmetric…

交易与市场微观结构 · 定量金融 2012-01-19 Nicolas Huth , Frédéric Abergel

LLM agents in markets present algorithmic collusion risks. While prior work shows LLM agents reach supracompetitive prices through tacit coordination, existing research focuses on hand-crafted prompts. The emerging paradigm of prompt…

人工智能 · 计算机科学 2026-04-21 Yingtao Tian

Recent experiments have indicated that many biological systems self-organise near their critical point, which hints at a common design principle. While it has been suggested that information transmission is optimized near the critical…

统计力学 · 物理学 2021-02-03 Matthijs Meijers , Sosuke Ito , Pieter Rein ten Wolde

We introduce a new framework to model interactions among agents which seek to trade to minimize their risk with respect to some future outcome. We quantify this risk using the concept of risk measures from finance, and introduce a class of…

计算机科学与博弈论 · 计算机科学 2014-10-13 Rafael M. Frongillo , Mark D. Reid

We introduce an interactive market setup with sequential auctions where agents receive variegated signals with a known deadline. The effects of differential information and mutual learning on the allocation of overall profit \& loss (P\&L)…

数理金融 · 定量金融 2016-10-14 N. Serhan Aydin

Imitating successful behavior is a natural and frequently applied approach to trust in when facing scenarios for which we have little or no experience upon which we can base our decision. In this paper, we consider such behavior in atomic…

计算机科学与博弈论 · 计算机科学 2008-10-04 Heiner Ackermann , Petra Berenbrink , Simon Fischer , Martin Hoefer

Latency (i.e., time delay) in electronic markets affects the efficacy of liquidity taking strategies. During the time liquidity takers process information and send marketable limit orders (MLOs) to the exchange, the limit order book (LOB)…

交易与市场微观结构 · 定量金融 2019-08-12 Álvaro Cartea , Sebastian Jaimungal , Leandro Sánchez-Betancourt

This paper investigates the optimal hedging strategies of an informed broker interacting with multiple traders in a financial market. We develop a theoretical framework in which the broker, possessing exclusive information about the drift…

交易与市场微观结构 · 定量金融 2025-06-11 Philippe Bergault , Pierre Cardaliaguet , Wenbin Yan

When banks choose similar investment strategies the financial system becomes vulnerable to common shocks. We model a simple financial system in which banks decide about their investment strategy based on a private belief about the state of…

经济学 · 定量金融 2014-08-05 Christoph Aymanns , Co-Pierre Georg

Multi-agent systems cooperation to achieve global goals is usually limited by sensing, actuation, and communication issues. At the local level, continuous measurement and actuation is only approximated by the use of digital mechanisms that…

最优化与控制 · 数学 2016-11-18 Eloy Garcia , Yongcan Cao , David W. Casbeer

Autonomous crypto trading systems often spend most of their design effort on finding entries, while exits are left to fixed rules that are rarely tested in a systematic way. This paper examines whether better stop-loss and take-profit…

人工智能 · 计算机科学 2026-05-01 Nathan Li , Aikins Laryea , Yigit Ihlamur

This paper deals with the leader-follower attitude synchronization problem for a group of heterogeneous rigid body systems on $SO(3)$ under an undirected, connected, and acyclic graph communication topology. The proposed distributed control…

系统与控制 · 电气工程与系统科学 2026-01-28 Yiliang Li , Jun-e Feng , Abdelhamid Tayebi