Complex economic dynamics: Chaotic saddle, crisis and intermittency

被引:100
作者
Chian, Abraham C. -L.
Rempel, Erico L.
Rogers, Colin
机构
[1] Natl Inst Space Res INPE, BR-12227010 Sao Jose Dos Campos, Brazil
[2] WISER, BR-12227010 Sao Jose Dos Campos, Brazil
[3] Univ Adelaide, Sch Econ, Adelaide, SA 5005, Australia
[4] Inst Aeronaut Technol, BR-12228900 Sao Jose Dos Campos, Brazil
关键词
D O I
10.1016/j.chaos.2005.08.218
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Complex economic dynamics is studied by a forced oscillator model of business cycles. The technique of numerical modeling is applied to characterize the fundamental properties of complex economic systems which exhibit multiscale and multistability behaviors, as well as coexistence of order and chaos. In particular, we focus on the dynamics and structure of unstable periodic orbits and chaotic saddles within a periodic window of the bifurcation diagram, at the onset of a saddle-node bifurcation and of an attractor merging crisis, and in the chaotic regions associated with type-I intermittency and crisis-induced intermittency, in non-linear economic cycles. Inside a periodic window, chaotic saddles are responsible for the transient motion preceding convergence to a periodic or a chaotic attractor. The links between chaotic saddles, crisis and intermittency in complex economic dynamics are discussed. We show that a chaotic attractor is composed of chaotic saddles and unstable periodic orbits located in the gap regions of chaotic saddles. Nonlinear modeling of economic chaotic saddle, crisis and intermittency can improve our understanding of the dynamics of financial intermittency observed in stock market and foreign exchange market. Characterization of the complex dynamics of economic systems is a powerful tool for pattern recognition and forecasting of business and financial cycles, as well as for optimization of management strategy and decision technology. (c) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1194 / 1218
页数:25
相关论文
共 95 条
  • [31] Turbulent cascades in foreign exchange markets
    Ghashghaie, S
    Breymann, W
    Peinke, J
    Talkner, P
    Dodge, Y
    [J]. NATURE, 1996, 381 (6585) : 767 - 770
  • [32] THE NONLINEAR ACCELERATOR AND THE PERSISTENCE OF BUSINESS CYCLES
    Goodwin, R. M.
    [J]. ECONOMETRICA, 1951, 19 (01) : 1 - 17
  • [33] Goodwin R.M., 1990, Chaotic economic dynamics
  • [34] ON ENDOGENOUS COMPETITIVE BUSINESS CYCLES
    GRANDMONT, JM
    [J]. ECONOMETRICA, 1985, 53 (05) : 995 - 1045
  • [35] CRISES, SUDDEN CHANGES IN CHAOTIC ATTRACTORS, AND TRANSIENT CHAOS
    GREBOGI, C
    OTT, E
    YORKE, JA
    [J]. PHYSICA D, 1983, 7 (1-3): : 181 - 200
  • [36] CRITICAL EXPONENTS FOR CRISIS-INDUCED INTERMITTENCY
    GREBOGI, C
    OTT, E
    ROMEIRAS, F
    YORKE, JA
    [J]. PHYSICAL REVIEW A, 1987, 36 (11): : 5365 - 5380
  • [37] TRANSITION TO CHAOS VIA INTERMITTENCY IN THE ONCHIDIUM PACEMAKER NEURON
    HAYASHI, H
    ISHIZUKA, S
    HIRAKAWA, K
    [J]. PHYSICS LETTERS A, 1983, 98 (8-9) : 474 - 476
  • [38] Critical dynamic events at the crisis of transition to spatiotemporal chaos
    He, K
    Chian, ACL
    [J]. PHYSICAL REVIEW E, 2004, 69 (02): : 026207 - 1
  • [39] On-off collective imperfect phase synchronization and bursts in wave energy in a turbulent state
    He, KF
    Chian, ACL
    [J]. PHYSICAL REVIEW LETTERS, 2003, 91 (03)
  • [40] Hilborn R.C., 1994, CHAOS NONLINEAR DYNA