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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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
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spelling doaj-db81911fe393480b96883e9e9a503e2b2020-11-25T01:12:45ZengAcademica BrâncuşiAnalele Universităţii Constantin Brâncuşi din Târgu Jiu : Seria Economie 1844-70072012-12-014.I4.I106111ON THE PREDICTION OF CHAOTIC DYNAMICS WITH ARTIFICIAL INTELLIGENCE TECHNIQUESCIOBANU DUMITRUBecause 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.http://www.utgjiu.ro/revista/ec/pdf/2012-04.I/16_CIOBANU%20Dumitru.pdfChaos TheoryArtificial IntelligenceTime SeriesExchange rate
collection DOAJ
language English
format Article
sources DOAJ
author CIOBANU DUMITRU
spellingShingle CIOBANU DUMITRU
ON THE PREDICTION OF CHAOTIC DYNAMICS WITH ARTIFICIAL INTELLIGENCE TECHNIQUES
Analele Universităţii Constantin Brâncuşi din Târgu Jiu : Seria Economie
Chaos Theory
Artificial Intelligence
Time Series
Exchange rate
author_facet CIOBANU DUMITRU
author_sort CIOBANU DUMITRU
title ON THE PREDICTION OF CHAOTIC DYNAMICS WITH ARTIFICIAL INTELLIGENCE TECHNIQUES
title_short ON THE PREDICTION OF CHAOTIC DYNAMICS WITH ARTIFICIAL INTELLIGENCE TECHNIQUES
title_full ON THE PREDICTION OF CHAOTIC DYNAMICS WITH ARTIFICIAL INTELLIGENCE TECHNIQUES
title_fullStr ON THE PREDICTION OF CHAOTIC DYNAMICS WITH ARTIFICIAL INTELLIGENCE TECHNIQUES
title_full_unstemmed ON THE PREDICTION OF CHAOTIC DYNAMICS WITH ARTIFICIAL INTELLIGENCE TECHNIQUES
title_sort on the prediction of chaotic dynamics with artificial intelligence techniques
publisher Academica Brâncuşi
series Analele Universităţii Constantin Brâncuşi din Târgu Jiu : Seria Economie
issn 1844-7007
publishDate 2012-12-01
description 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.
topic Chaos Theory
Artificial Intelligence
Time Series
Exchange rate
url http://www.utgjiu.ro/revista/ec/pdf/2012-04.I/16_CIOBANU%20Dumitru.pdf
work_keys_str_mv AT ciobanudumitru onthepredictionofchaoticdynamicswithartificialintelligencetechniques
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