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An Investigation of Crash Avoidance in a Complex System

Michael L. Hart·David Lamper·Neil F. Johnson
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Abstract

Complex systems can exhibit unexpected large changes, e.g. a crash in a financial market. We examine the large endogenous changes arising within a non-trivial generalization of the Minority Game: the Grand Canonical Minority Game (GCMG). Using a Markov Chain description, we study the many possible paths the system may take. This 'many-worlds' view not only allows us to predict the start and end of a crash in this system, but also to investigate how such a crash may be avoided. We find that the system can be 'immunized' against large changes: by inducing small changes today, much larger changes in the future can be prevented.

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Michael L. Hart, David Lamper, Neil F. Johnson. 2002-07-24. An Investigation of Crash Avoidance in a Complex System. https://doi.org/10.1016/s0378-4371(02)01381-x

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