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The Impact of Overclocking the CPU to the Genetic Algorithm

In this paper, an experiment to show the impact of overclocking the CPU to the Genetic algorithm has been conducted. For the CPU part, we have used Intel core 2 duo E6420, its original frequency is 2.13 GHz, and we have succeeded to hit 3.20 GHz which is about 50% boost. For the genetic algorithm pa...

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Main Authors: Ahmed , Hikmat, Azween, Abdullah
Format: Citation Index Journal
Published: 2009
Subjects:
QA75 Electronic computers. Computer science
Online Access:http://eprints.utp.edu.my/793/1/20090522.pdf
http://eprints.utp.edu.my/793/
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spelling my.utp.eprints.7932017-01-19T08:25:35Z The Impact of Overclocking the CPU to the Genetic Algorithm Ahmed , Hikmat Azween, Abdullah QA75 Electronic computers. Computer science In this paper, an experiment to show the impact of overclocking the CPU to the Genetic algorithm has been conducted. For the CPU part, we have used Intel core 2 duo E6420, its original frequency is 2.13 GHz, and we have succeeded to hit 3.20 GHz which is about 50% boost. For the genetic algorithm part, we have used the Rastrigin’s function, which is often used to test the genetic algorithm. The number of generation is fixed to 5000 generation. We implement the function by using MATLAB R2009a. In both cases, the CPU time is measured and plotted, and the difference has been shown. 2009 Citation Index Journal PeerReviewed application/pdf http://eprints.utp.edu.my/793/1/20090522.pdf Ahmed , Hikmat and Azween, Abdullah (2009) The Impact of Overclocking the CPU to the Genetic Algorithm. [Citation Index Journal] http://eprints.utp.edu.my/793/
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Ahmed , Hikmat
Azween, Abdullah
The Impact of Overclocking the CPU to the Genetic Algorithm
description In this paper, an experiment to show the impact of overclocking the CPU to the Genetic algorithm has been conducted. For the CPU part, we have used Intel core 2 duo E6420, its original frequency is 2.13 GHz, and we have succeeded to hit 3.20 GHz which is about 50% boost. For the genetic algorithm part, we have used the Rastrigin’s function, which is often used to test the genetic algorithm. The number of generation is fixed to 5000 generation. We implement the function by using MATLAB R2009a. In both cases, the CPU time is measured and plotted, and the difference has been shown.
format Citation Index Journal
author Ahmed , Hikmat
Azween, Abdullah
author_facet Ahmed , Hikmat
Azween, Abdullah
author_sort Ahmed , Hikmat
title The Impact of Overclocking the CPU to the Genetic Algorithm
title_short The Impact of Overclocking the CPU to the Genetic Algorithm
title_full The Impact of Overclocking the CPU to the Genetic Algorithm
title_fullStr The Impact of Overclocking the CPU to the Genetic Algorithm
title_full_unstemmed The Impact of Overclocking the CPU to the Genetic Algorithm
title_sort impact of overclocking the cpu to the genetic algorithm
publishDate 2009
url http://eprints.utp.edu.my/793/1/20090522.pdf
http://eprints.utp.edu.my/793/
_version_ 1738655090470813696
score 13.211869

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