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Adaptive and Rational Anticipations in Risk Management Systems and Economy
Dubois, Daniel; Holmberg, Stig C.
2010In Dubois, Daniel (Ed.) COMPUTING ANTICIPATORY SYSTEMS
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Keywords :
Financial Crisis; Expectations; Risk Management; Weak and Strong Anticipation; Anticipatory Modelling and Simultion
Abstract :
[en] The global financial crisis of year 2009 is explained as a result of uncoordinated risk management decisions in business firms and economic organisations. The underlying reason for this can be found in the current financial system. As the financial market has lost much of its direct coupling to the concrete economy it provides misleading information to economic decision makers at all levels. Hence, the financial system has moved from a state of moderate and slow cyclical fluctuations into a state of fast and chaotic ones. Those misleading decisions can further be described, but not explained, by help of adaptive and rational expectations from macroeconomic theory. In this context, AE, the Adaptive Expectations are related to weak passive Exo-anticipation, and RE, the Rational expectations can be related to a strong, active and design oriented anticipation. The shortcomings of conventional cures, which builds on a reactive paradigm, have already been demonstrated in economic literature and are here further underlined by help of Ashby's “Law of Requisite Variety”, Weaver's distinction between systems of “Disorganized Complexity” and those of “Organized Complexity”, and Klir's “Reconstructability Analysis”. Anticipatory decision-making is hence here proposed as a replacement to current expectation based and passive risk management. An anticipatory model of the business cycle is presented for supporting that proposition. The model, which is an extension of the Kaldor-Kalecki model, includes both retardation and anticipation. While cybernetics with the feedback process in control system deals with an explicit goal or purpose given to a system, the anticipatory system discussed here deals with a behaviour for which the future state of the system is built by the system itself, without explicit goal. A system with weak anticipation is based on a predictive model of the system, while a system with strong anticipation builds its own future by itself. Numerical simulations on computer confirm the feasibility of this approach. Hence, functional differential equations with both retardation and anticipation are found to be useful tools for modelling financial systems.
Disciplines :
Quantitative methods in economics & management
Author, co-author :
Dubois, Daniel ;  Université de Liège - ULiège > HEC-Ecole de gestion : UER > UER Opérations
Holmberg, Stig C.
Language :
English
Title :
Adaptive and Rational Anticipations in Risk Management Systems and Economy
Publication date :
2010
Event name :
CASYS'09 - Ninth International Conference on Computing Anticipatory Systems
Event organizer :
CHAOS
Event place :
Liège, Belgium
Event date :
3-8 August 2009
By request :
Yes
Audience :
International
Main work title :
COMPUTING ANTICIPATORY SYSTEMS
Editor :
Dubois, Daniel ;  Université de Liège - ULiège > HEC Liège : UER > UER Opérations
Publisher :
American Institute of Physics, Melville, New York, United States
ISBN/EAN :
978-0-7354-0858-6
Collection name :
AIP CONFERENCE PROCEEDINGS, VOLUME 1303, Daniel M. Dubois, Editor
Pages :
398-407
Peer reviewed :
Peer reviewed
Available on ORBi :
since 15 April 2011

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