Hardware implementation of genetic algorithms using FPGA

Research output: Journal Publications and Reviews › RGC 22 - Publication in policy or professional journal

Overview

40 Scopus Citations

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Author(s)

Wallace Tang
Leslie Yip

Related Research Unit(s)

Department of Electrical Engineering

Detail(s)

Original language	English
Journal / Publication	Midwest Symposium on Circuits and Systems
Volume	1
Publication status	Published - 2004

Conference

Title	The 2004 47th Midwest Symposium on Circuits and Systems - Conference Proceedings
Place	Japan
City	Hiroshima
Period	25 - 28 July 2004

Link(s)

DOI	DOI https://doi.org/10.1109/MWSCAS.2004.1354049 Final Published version
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Link to Scopus	https://www.scopus.com/record/display.uri?eid=2-s2.0-11144229190&origin=recordpage
Permanent Link	https://scholars.cityu.edu.hk/en/publications/publication(5e2b163e-5df1-44ea-94fe-e802275d501a).html

Abstract

In this paper, a hardware implementation of genetic algorithm using field-programmable gate arrays (FPGAs) is described and implemented. Such development can greatly improve the speed of genetic algorithm by the hardware parallel and pipelined architectures. In our design, various configurations of parallelization are available with a PCI board based design, which further helps in forming a fast optimization tool for real-world applications.

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Publication fingerprints text

Genetic Algorithm Engineering

Field Programmable ... Engineering

implementation INIS

genetic algorithms INIS

Hardware Implementa... Computer Science

Design Engineering

Development Engineering

Architecture Engineering

Forming Engineering

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Citation Format(s)

[ RIS ] [ BibTeX ]

Hardware implementation of genetic algorithms using FPGA. / Tang, Wallace; Yip, Leslie.
In: Midwest Symposium on Circuits and Systems, Vol. 1, 2004.

Research output: Journal Publications and Reviews › RGC 22 - Publication in policy or professional journal

Tang, W & Yip, L 2004, 'Hardware implementation of genetic algorithms using FPGA', Midwest Symposium on Circuits and Systems, vol. 1. https://doi.org/10.1109/MWSCAS.2004.1354049

Tang, W., & Yip, L. (2004). Hardware implementation of genetic algorithms using FPGA. Midwest Symposium on Circuits and Systems, 1. https://doi.org/10.1109/MWSCAS.2004.1354049

Tang W, Yip L. Hardware implementation of genetic algorithms using FPGA. Midwest Symposium on Circuits and Systems. 2004;1. doi: 10.1109/MWSCAS.2004.1354049

Tang, Wallace ; Yip, Leslie. / Hardware implementation of genetic algorithms using FPGA. In: Midwest Symposium on Circuits and Systems. 2004 ; Vol. 1.