The hardware implementation of a genetic algorithm model with FPGA

被引:3
|
作者
Tu, L [1 ]
Zhu, MC [1 ]
Wang, JX [1 ]
机构
[1] Shenzhen Univ, EDA Technol Ctr, Shenzhen 518060, Peoples R China
关键词
genetic algorithm (GA); FPGA; hardware implementation;
D O I
10.1109/FPT.2002.1188714
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
A genetic algorithm (GA) is a robust parallel calculation method based on natural selection, which can be applied to the distributed and concentrated industry optimizing control process. The hardware function of GA operation can be implemented by FPGA. In this paper, a hardware implementation method of GA based on FPGA is presented. The results of this research can be applied to the study and implementation of evolvable hardware (EHW).
引用
收藏
页码:374 / 377
页数:4
相关论文
共 50 条
  • [1] An implementation of compact genetic algorithm on FPGA for extrinsic evolvable hardware
    Oliveira, Tiago Carvalho
    Pilla Junior, Valfredo
    [J]. 2008 4TH SOUTHERN CONFERENCE ON PROGRAMMABLE LOGIC, PROCEEDINGS, 2008, : 187 - 190
  • [2] A hardware implementation in FPGA of the Rijndael algorithm
    Chitu, C
    Chien, D
    Chien, C
    Verbauwhede, I
    Chang, F
    [J]. 2002 45TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL I, CONFERENCE PROCEEDINGS, 2002, : 507 - 510
  • [3] Hardware implementation for a genetic algorithm
    Chen, Pei-Yin
    Chen, Ren-Der
    Chang, Yu-Pin
    Shieh, Leang-San
    Malki, Heidar A.
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2008, 57 (04) : 699 - 705
  • [4] Hardware Implementation of KLMS Algorithm using FPGA
    Ren, Xiaowei
    Ren, Pengju
    Chen, Badong
    Min, Tai
    Zheng, Nanning
    [J]. PROCEEDINGS OF THE 2014 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2014, : 2276 - 2281
  • [5] FPGA based hardware implementation of Bat Algorithm
    Ben Ameur, Mohamed Sadok
    Sakly, Anis
    [J]. APPLIED SOFT COMPUTING, 2017, 58 : 378 - 387
  • [6] Hardware implementation of genetic algorithms using FPGA
    Tang, W
    Yip, L
    [J]. 2004 47TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL I, CONFERENCE PROCEEDINGS, 2004, : 549 - 552
  • [7] The Hardware Implementation of a Novel Genetic Algorithm
    Zhu, Zhenhuan
    Mulvaney, David
    Chouliaras, Vassilios
    [J]. PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 8, 2005, 8 : 173 - 178
  • [8] Hardware implementation of a novel genetic algorithm
    Zhu, Z.
    Mulvaney, D. J.
    Chouliaras, V. A.
    [J]. NEUROCOMPUTING, 2007, 71 (1-3) : 95 - 106
  • [9] A hardware implementation of the compact genetic algorithm
    Aporntewan, C
    Chongstitvatana, P
    [J]. PROCEEDINGS OF THE 2001 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, 2001, : 624 - 629
  • [10] AES hardware implementation in FPGA for algorithm acceleration purpose
    Gielata, Artur
    Russek, Pawel
    Wiatr, Kazimierz
    [J]. ICSES 2008 INTERNATIONAL CONFERENCE ON SIGNALS AND ELECTRONIC SYSTEMS, CONFERENCE PROCEEDINGS, 2008, : 137 - 140