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  • Search: subject:"Complex dynamical system"
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Year of publication
Subject
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Complex dynamical system 2 Stochastic averaging method 2 artificial stock market 2 complex dynamical system 2 reinforcement learning 2 Agent-based financial modelling 1 Hamiltonian system 1 Reliability 1 agent heterogeneity 1 agent-based financial modelling 1 emergent properties 1 market efficiency 1 market efficiency agent heterogeneity 1
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Online availability
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Free 2 Undetermined 2
Type of publication
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Article 2 Book / Working Paper 2
Language
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English 2 Undetermined 2
Author
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Li, Wei 2 Ramanauskas, Tomas 2 Chen, Weisheng 1 Li, Jiaorui 1 Rutkauskas, Aleksandras Vytautas 1 Wu, Haibo 1 Xu, Wei 1 Zhao, Junfeng 1
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Institution
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Lietuvos Bankas 2
Published in...
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Bank of Lithuania Working Paper Series 2 Physica A: Statistical Mechanics and its Applications 2
Source
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RePEc 4
Showing 1 - 4 of 4
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Agent-Based Financial Modelling: A Promising Alternative to the Standard Representative-Agent Approach
Ramanauskas, Tomas - Lietuvos Bankas - 2009
In this paper we provide a brief introduction to the literature on agent-based financial modelling and, more specifically, artificial stock market modelling. In the selective literature review two broad categories of artificial stock market models are discussed: models based on hard-wired rules...
Persistent link: https://www.econbiz.de/10005827652
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Building an Artificial Stock Market Populated by Reinforcement-Learning Agents
Ramanauskas, Tomas; Rutkauskas, Aleksandras Vytautas - Lietuvos Bankas - 2009
In this paper we propose an artificial stock market model based on interaction of heterogeneous agents whose forward-looking behaviour is driven by the reinforcement learning algorithm combined with some evolutionary selection mechanism. We use the model for the analysis of market...
Persistent link: https://www.econbiz.de/10005049637
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The reliability of a stochastically complex dynamical system
Li, Wei; Li, Jiaorui; Chen, Weisheng - In: Physica A: Statistical Mechanics and its Applications 391 (2012) 13, pp. 3556-3565
such systems. In this paper, we study the reliability of a stochastically complex dynamical system by using the stochastic …
Persistent link: https://www.econbiz.de/10010872173
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The study on stationary solution of a stochastically complex dynamical system
Li, Wei; Xu, Wei; Zhao, Junfeng; Wu, Haibo - In: Physica A: Statistical Mechanics and its Applications 385 (2007) 2, pp. 465-472
The main topic of this paper is the study of the stationary solution of a stochastically complex dynamical system. The … stochastically real dynamical system, is used at the first time to investigate a complex dynamical system. The theoretic formulas of …
Persistent link: https://www.econbiz.de/10010591176
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