DocumentCode
2900591
Title
Critical fluctuations observed in collective human behaviors
Author
Takayasu, Misako
Author_Institution
Dept. of Comput. Intell. & Syst. Sci., Tokyo Inst. of Technol., Yokohama, Japan
fYear
2011
fDate
12-16 June 2011
Firstpage
34
Lastpage
36
Abstract
By analyzing order-book data of the foreign exchange market, Empirical facts of real market fluctuations are summarized. Then, we introduce numerical experiments using an artificial market model consisted of algorithmic dealers. Finally, we show that a generalized Langevin equation nearly the critical point is a promising theoretical model which can describe not only microscopic market properties but also macroscopic human behaviors typically observed in the period of hyper-inflation. The origins of both long-tailed distribution of price fluctuations and the dynamical motions of bubbles and crashes will be discussed from the viewpoint of physics.
Keywords
critical fluctuations; foreign exchange trading; physiological models; Langevin equation; algorithmic dealers; artificial market model; collective human behaviors; critical fluctuations; dynamical motions; foreign exchange market; hyperinflation; macroscopic human behaviors; microscopic market properties; order-book data; Analytical models; Equations; Fluctuations; Force; Mathematical model; Numerical models; Viscosity; Langevin equation; financial market; hyper-inflation; long-tailed distribution;
fLanguage
English
Publisher
ieee
Conference_Titel
Noise and Fluctuations (ICNF), 2011 21st International Conference on
Conference_Location
Toronto, ON
Print_ISBN
978-1-4577-0189-4
Type
conf
DOI
10.1109/ICNF.2011.5994340
Filename
5994340
Link To Document