DocumentCode :
1851713
Title :
Prediction exchange rate of USD/GBP with intelligence cyberspace experimental
Author :
Nayakovit, Suttisak ; Khantanapoka, Khammapun ; Jaritngam, Usa
Author_Institution :
Dept. of Comput. Sci., Chandrakasem Rajabhat Univ., Bangkok, Thailand
Volume :
2
fYear :
2010
fDate :
1-3 Aug. 2010
Abstract :
From the current economic climate results in fluctuations of currency exchange rates in all countries. Since the most countries use U.S. Dollar as the reference exchange rate. The exchange rate will change from time to time so variety of factors which affect the exchange rate forecasting in the exchange rates in advance are critical to evaluate for the impact of the economic system of each country. The experimental forecast exchange rates for currency´s U.S. Dollar with Great Britain Pounds by using Artificial Neural Networks (ANN) and Meiosis Genetic Algorithms (MGA) with results which are accurate in prediction than other methods about 25-40% which it depend on the accuracy of the information in the past.
Keywords :
artificial intelligence; competitive intelligence; exchange rates; genetic algorithms; neural nets; ANN; Great Britain pounds; MGA; Meiosis genetic algorithms; U.S dollar; USD-GBP; artificial neural networks; currency exchange rates; economic system; experimental forecast exchange rates; intelligence cyberspace experimental; prediction exchange rate forecasting; Artificial neural networks; Biological neural networks; Cells (biology); Exchange rates; Humans; Predictive models; Artificial Neural Networks; Exchange rate; Meiosis Genetic Algorithms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronics and Information Engineering (ICEIE), 2010 International Conference On
Conference_Location :
Kyoto
Print_ISBN :
978-1-4244-7679-4
Electronic_ISBN :
978-1-4244-7681-7
Type :
conf
DOI :
10.1109/ICEIE.2010.5559706
Filename :
5559706
Link To Document :
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