A memetic algorithm for portfolio mining

Due to economic crisis, some hedge funds and investment banks face the prospect of bankruptcy, including those that are well managed. This brings about the idea of portfolio management, an area extensively discussed in the journals and economic papers. In this project, we focus on using genetic/ mem...

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Main Author: Duan, Van Khanh.
Other Authors: Lim Meng Hiot
Format: Final Year Project
Language:English
Published: 2009
Subjects:
Online Access:http://hdl.handle.net/10356/18911
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Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-18911
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spelling sg-ntu-dr.10356-189112023-07-07T15:52:25Z A memetic algorithm for portfolio mining Duan, Van Khanh. Lim Meng Hiot School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems Due to economic crisis, some hedge funds and investment banks face the prospect of bankruptcy, including those that are well managed. This brings about the idea of portfolio management, an area extensively discussed in the journals and economic papers. In this project, we focus on using genetic/ memetic algorithm and Markowitz’s theory of modern portfolio to help investors manage their portfolio effectively. In short, genetic/ memetic algorithm is a search technique used in computing to find approximate solutions to optimization and search problems. This project also research about game to measure level of risk aversion of investors by providing a virtual market trading platform which is relatively new in the field of finance. Bachelor of Engineering 2009-08-17T06:20:33Z 2009-08-17T06:20:33Z 2009 2009 Final Year Project (FYP) http://hdl.handle.net/10356/18911 en Nanyang Technological University 74 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::Computer hardware, software and systems
spellingShingle DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
Duan, Van Khanh.
A memetic algorithm for portfolio mining
description Due to economic crisis, some hedge funds and investment banks face the prospect of bankruptcy, including those that are well managed. This brings about the idea of portfolio management, an area extensively discussed in the journals and economic papers. In this project, we focus on using genetic/ memetic algorithm and Markowitz’s theory of modern portfolio to help investors manage their portfolio effectively. In short, genetic/ memetic algorithm is a search technique used in computing to find approximate solutions to optimization and search problems. This project also research about game to measure level of risk aversion of investors by providing a virtual market trading platform which is relatively new in the field of finance.
author2 Lim Meng Hiot
author_facet Lim Meng Hiot
Duan, Van Khanh.
format Final Year Project
author Duan, Van Khanh.
author_sort Duan, Van Khanh.
title A memetic algorithm for portfolio mining
title_short A memetic algorithm for portfolio mining
title_full A memetic algorithm for portfolio mining
title_fullStr A memetic algorithm for portfolio mining
title_full_unstemmed A memetic algorithm for portfolio mining
title_sort memetic algorithm for portfolio mining
publishDate 2009
url http://hdl.handle.net/10356/18911
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