ON THE PREDICTION OF CHAOTIC DYNAMICS WITH ARTIFICIAL INTELLIGENCE TECHNIQUES

ON THE PREDICTION OF CHAOTIC DYNAMICS WITH ARTIFICIAL INTELLIGENCE TECHNIQUES

Because of sensitive dependence on initial conditions (SDIC), characteristic to chaotic systems, the predictionof such system can be made with an accepted accuracy only for relatively small number of steps ahead. Using artificialtechniques like neural networks and support vector machine to predict c...

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Bibliographic Details
Main Author: CIOBANU DUMITRU
Format: Article
Language:English
Published: Academica Brâncuşi 2012-12-01
Series:Analele Universităţii Constantin Brâncuşi din Târgu Jiu : Seria Economie
Subjects:
Chaos Theory
Artificial Intelligence
Time Series
Exchange rate
Online Access:http://www.utgjiu.ro/revista/ec/pdf/2012-04.I/16_CIOBANU%20Dumitru.pdf
Description
Summary:Because of sensitive dependence on initial conditions (SDIC), characteristic to chaotic systems, the predictionof such system can be made with an accepted accuracy only for relatively small number of steps ahead. Using artificialtechniques like neural networks and support vector machine to predict chaotic dynamics present advantages overtraditional methods and usually they offers better results. In this paper, I highlight some of these advantages.
ISSN:1844-7007

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