期刊文献+

基于小世界复杂网络代理人模型的改进

An Improvement of Agent-based Model Based on Small-world Complex Networks
下载PDF
导出
摘要 以ISing模型为基础,在一个具有小世界效应的随机复杂网络上建立市场拓扑结构,改进了代理人决策机制和市场定价机制模型,利用计算机模拟,得出该拓扑结构下的人工金融市场的对数收益率趋近于"胖尾"分布的结论。 Based on the Ising model raised before, a topology structure of the market on a Smallworld random complex network is constructed. The mechanism of agents' decision and pricing of the market is improved. Through computer simulation, we came to a conclusion that, in this topology structure, the distribution of the logarithm return rate of the artificial financial market is quite similar to the‘Fat-tail'Distribution.
作者 张伟
机构地区 南通职业大学
出处 《火力与指挥控制》 CSCD 北大核心 2015年第11期167-169,172,共4页 Fire Control & Command Control
关键词 复杂网络 小世界效应 代理人模型 “胖尾”分布 complex networks small-world effect agent-based model ‘fat-tail'distribution
  • 相关文献

参考文献6

二级参考文献78

  • 1陈黎明,邱菀华.不确定环境下新技术投资策略模型研究[J].管理科学学报,2005,8(4):9-14. 被引量:16
  • 2张培培,何阅,周涛,苏蓓蓓,常慧,周月平,汪秉宏,何大韧.一个描述合作网络顶点度分布的模型[J].物理学报,2006,55(1):60-67. 被引量:39
  • 3Watts D J, Strogatz S H. Collective Dynamics of ' Small World ' Networks [ J ] . Nature, 1998, 393 (6684) :440-442.
  • 4Albert R, Barabasi A L. Statistical Mechanics of Networks [ J ] . Reviews of Modern Physics, 2002, 74 ( 1 ) :47-97.
  • 5Dorogovtsev S N, Mendes J F F. Evolution of Networks [ J ] . Advances in Physics, 2002,51 (4) : 1079 -1187.
  • 6Newman M E J. Mixing Patterns in Networks [ J/ OL ]. Physical Review E, 2003,67 (2) (2003 - 08 - 25). http: //// link. aps. org/abstract/PRE/v68/ e 026126.
  • 7Ehon E J, Gruber M J. Improved Forecasting Through the Design of Homogeneous Groups [ J ]. Journal of Business, 1971,44(4) :432-450.
  • 8Laloux L, Cizeau P, Bouchaud J P, Potters M. Noise Dressing of Financial Correlation Matrices [ J ] . Physical Review Letters, 1999,83 (7) : 1467-1470.
  • 9Matteo T D, Aste T, Mantegna R N. An Interest Rates Cluster Analysis [ J ] . Physica A, 2004,339 ( 1 -2) :181-188.
  • 10Mantegna R N. Hierarchical Structure in Financial Markets [ J ]. The European Physical Journal B, 1999,11 (1) :193-197.

共引文献128

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部