基于主体的计算金融学综述

马进胜; 邱菀华

基于主体的计算金融学综述

北京航空航天大学经济管理学院, 北京 100083

基金项目: 国家自然科学基金资助项目(70372011).

详细信息

作者简介:
马进胜(1972-),男,山西文水人,博士研究生,研究方向为金融市场复杂适应系统建模仿真.

中图分类号: F830.9
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出版历程
- 收稿日期: 2006-04-02
- 发布日期: 2007-06-24

Introduction to Agent-based Computational Finance

School of Economics and Management, Beijing University of Aeronautics and Astronautics, Beijing 100083, China

摘要

摘要: 基于主体的计算金融学将金融市场看作是复杂适应系统,采用基于主体的方法"自底向上" 地对个体投资者微观的相互作用导致市场宏观特性的涌现过程进行建模,并利用计算机进行仿真,以从根源上探究金融市场的复杂动力学原理。这一新的研究范式,不但可以包容已有的金融学理论,而且还可以产生更接近真实的仿真结果。论文介绍了其发展背景、研究思路、研究内容、当前研究的不足及未来的发展方向等。
- 主体 /
- 计算金融学 /
- 人工市场 /
- 基于主体建模 /
- 复杂适应系统
Abstract: In agent-based computational finance (ACF), finance market is treated as a comp lex adaptive system and agent-based approach is used to bottom-up model the pr ocess where the micro interactions between individuals lead to macro features of market. The agent-based computational model is simulated on the computer to pr obe into the complex dynamics of finance market by the roots. As a new study pat tern, ACF not only contains the traditional finance theories, but its simulation results show statistic features similar to actual time series. This paper intro duces ACF's background, research course, current state and possible trends in th e future.
- agent /
- computational finance /
- article market /
- agent -based modeling /
- complex adaptive system

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参考文献(15)

[1]	Arthur W B. Out-of-Equilibrium Economics and Agent-Based M odeling . Judd K, Tesfatsion L. Handbook of Computational Economics: Agent -Based Computational Economics . Chicago: Elsevier/North-Holland, 2006: 32 5-335.
[2]	Arthur W B, Holland J, LeBaron B, et al. Asset Pricing under Endogenous E xpectations in an Artificial Stock Market . Arthur W B, Durlauf S, Lane D. T he Economy as an Evolving Complex System II . MA: Addison-Wesley, Reading, 1997. 15-44.
[3]	刘文财, 刘豹, 王启文, 等. 基于Agent的金融市场模型研究进展综述[J]. 系统工程学报, 2003, 18(2): 135-141.
[4]	沃尔德罗普. 复杂[M] . 陈玲译. 北京:三联书店,1997. 25-38.
[5]	Palmer R, Arthur W B, Holland J H, et al. Artificial Economic Life: A Sim ple Model of a Stock Market[J]. Physica D, 1994,(75):264-274.
[6]	LeBaron B. Agent-based Computational Finance . Judd K, Tesfatsion L . Handbook of Computational Economics (Vol.2) . Chicago: Elsevier/North-Hol land, 2006. 216-245.
[7]	Arthur W B. Inductive Reasoning and Bounded Rationality (The EI Farol Pro blem)[J]. American Economics Review (Papers and Proceedings), 1994,(84): 406 -416.
[8]	Audet N, Gravelle T, Yang J. Alternative Trading Systems: Does One Shoe F it All . , 2002.
[9]	Bottazzi G, Dosi G, Rebesco I. Institutional Architectures and Behavioral Econologies in the Dynamics of Financial Markets . Pisa: S. Anna School of Advanced Studies, 2003.
[10]	LeBaron B. A Builder's Guide to Agent-based Financial Marke ts[J]. Quantitative Finance, 2001,(2).
[11]	Wan H A, Hunter A, Dunne P. Autonomous Agent Models of Stock Markets . Artificial Intelligence Review, 2002,(17).
[12]	Levy M, Levy H, Solomon S. Microscopic Simulation of Financial Markets [M]. New York: Academic Press, 2000. 46-58.
[13]	Beltratti A, Margarita S. Evolution of Trading Strategies Among Heteroge neous Artificial Economic Agents . Meyer J, Roitblat H, Wilson S. From Anim als to Animats 2 . Cambridge: MIT Press, 1992. 168-173.
[14]	Darley V, Outkin A, Plate T, et al. Sixteenths or Pennies Observations from a Simulation of the Nasdaq Stock Market . Computational Intelligence fo r Financial Engineering . New York: IEEE, 2000. 151-154.
[15]	Yeh CH. Tick Size and Market Performance[J]. Computing in Economics a nd Finance 2003,(112):112.

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基于主体的计算金融学综述

作者简介: 马进胜(1972-),男,山西文水人,博士研究生,研究方 向为金融市场复杂适应系统建模仿真.

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出版历程

Introduction to Agent-based Computational Finance

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出版历程

目录

作者简介:
马进胜(1972-),男,山西文水人,博士研究生,研究方向为金融市场复杂适应系统建模仿真.