Foreign exchange prediction and trading using nature-inspired techniques

Foreign exchange(Forex) is a market where the currencies over the world are traded, it involves a huge monetary value and it concerns people as currencies are needed to be converted for trading and other investment purposes. Over the years, many algorithms are explored to find the most accurate pred...

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Main Author: Ng, Kai Boon
Other Authors: Wang Lipo
Format: Final Year Project
Language:English
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/10356/70918
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-709182023-07-07T16:09:45Z Foreign exchange prediction and trading using nature-inspired techniques Ng, Kai Boon Wang Lipo School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering Foreign exchange(Forex) is a market where the currencies over the world are traded, it involves a huge monetary value and it concerns people as currencies are needed to be converted for trading and other investment purposes. Over the years, many algorithms are explored to find the most accurate prediction for forex. However, none of the algorithm are proven the best and most accurate for the use of forex prediction. Hence, this project will design a software (MATLAB) which will be able to predict the forex values using one of the nature-inspired technique, Genetic Algorithm(GA), in comparison with the actual value to determine the accuracy of the algorithm. The result obtained will then be compared to past study. Bachelor of Engineering 2017-05-12T04:05:19Z 2017-05-12T04:05:19Z 2017 Final Year Project (FYP) http://hdl.handle.net/10356/70918 en Nanyang Technological University 55 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Ng, Kai Boon
Foreign exchange prediction and trading using nature-inspired techniques
description Foreign exchange(Forex) is a market where the currencies over the world are traded, it involves a huge monetary value and it concerns people as currencies are needed to be converted for trading and other investment purposes. Over the years, many algorithms are explored to find the most accurate prediction for forex. However, none of the algorithm are proven the best and most accurate for the use of forex prediction. Hence, this project will design a software (MATLAB) which will be able to predict the forex values using one of the nature-inspired technique, Genetic Algorithm(GA), in comparison with the actual value to determine the accuracy of the algorithm. The result obtained will then be compared to past study.
author2 Wang Lipo
author_facet Wang Lipo
Ng, Kai Boon
format Final Year Project
author Ng, Kai Boon
author_sort Ng, Kai Boon
title Foreign exchange prediction and trading using nature-inspired techniques
title_short Foreign exchange prediction and trading using nature-inspired techniques
title_full Foreign exchange prediction and trading using nature-inspired techniques
title_fullStr Foreign exchange prediction and trading using nature-inspired techniques
title_full_unstemmed Foreign exchange prediction and trading using nature-inspired techniques
title_sort foreign exchange prediction and trading using nature-inspired techniques
publishDate 2017
url http://hdl.handle.net/10356/70918
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