Munich Personal RePEc Archive
Login | Create Account

Robot traders can prevent extreme events in complex stock markets

Suhadolnik, Nicolas; Galimberti, Jaqueson and Da Silva, Sergio (2010): Robot traders can prevent extreme events in complex stock markets. Unpublished.

[img]
Preview
PDF - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
529Kb

Abstract

If stock markets are complex, monetary policy and even financial regulation may be useless to prevent bubbles and crashes. Here, we suggest the use of robot traders as an anti-bubble decoy. To make our case, we put forward a new stochastic cellular automata model that generates an emergent stock price dynamics as a result of the interaction between traders. After introducing socially integrated robot traders, the stock price dynamics can be controlled, so as to make the market more Gaussian.

Item Type:MPRA Paper
Language:English
Keywords:Stock markets; Robot traders; Financial regulation; Econophysics
Subjects:G - Financial Economics > G1 - General Financial Markets > G18 - Government Policy and Regulation
G - Financial Economics > G0 - General > G01 - Financial Crises
ID Code:23923
Deposited By:Sergio Da Silva
Deposited On:16. Jul 2010 15:56
Last Modified:16. Jul 2010 15:56
References:

[1]B.S. Bernanke, M. Gertler, American Economic Review 91 (2001) 253.

[2]N. Roubini, International Finance 9 (2006) 87.

[3]S. Da Silva, Economics 3 (2009) 1.

[4]D.O. Cajueiro, R.F.S. Andrade, Physical Review E 81 (2010) 015102.

[5]J. Halloy, G. Sempo, G. Caprari, C. Rivault, M. Asadpour, F. Tache, I. Said, V. Durier, S. Canonge, J.M. Ame, C. Detrain, N. Correll, A. Martinoli, F. Mondada, R. Siegwart, J.L. Deneubourg, Science 318 (2007) 1155.

[6]T. Lux, Economic Journal 105 (1995) 881.

[7]W.X. Zhou, D. Sornette, European Physical Journal B 55 (2007) 175.

[8]D. Furbush, Financial Management 18 (1989) 68.

[9]M. Bartolozzi, A.W. Thomas, Physical Review E 69 (2004) 046112.

[10]I. Foroni, A. Agliari, Computational Economics 32 (2008) 21.

[11]A.J.W. Ward, D.J.T. Sumpter, I.D. Couzin, P.J.B. Hart, J. Krause, Proceedings of the National Academy of Sciences 105 (2008) 6948.

[12]M. Aoki, H. Yoshikawa, Japan and the World Economy 18 (2006) 261.

[13]S. Da Silva, Open Economies Review 12 (2001) 281.

[14]T. Lux, in T. Hens, K. Schenk-Hoppe (Eds.), Handbook of Financial Markets: Dynamics and Evolution, North-Holland, Amsterdam, 2009, p. 161.

[15]V. Plerou, P. Gopikrishnan, X. Gabaix, H.E. Stanley, Physical Review E 66 (2002) 027104.

[16]P. Gopikrishnan, M. Meyer, L.A.N. Amaral, H.E. Stanley, European Journal of Physics B 3 (1998) 139.

[17]X. Gabaix, R. Ibragimov, NBER Working Papers 342 (2007) 1.

[18]R. Mantegna, H.E. Stanley, An Introduction to Econophysics: Correlations and Complexity in Finance, Cambridge University Press, Cambridge, 2000.

Repository Staff Only: item control page

LMU-Logo
MPRA is a RePEc service hosted by
the Munich University Library in Germany.