메뉴 건너뛰기




Volumn 71, Issue 1-3, 2007, Pages 88-94

An efficient problem-independent hardware implementation of genetic algorithms

Author keywords

Genetic algorithms; Hardware; Neural network

Indexed keywords

GENETIC ALGORITHMS; KNOWLEDGE BASED SYSTEMS; NEURAL NETWORKS; RANDOM PROCESSES;

EID: 35649025704     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2006.11.032     Document Type: Article
Times cited : (27)

References (14)
  • 1
    • 0028757429 scopus 로고    scopus 로고
    • S.L. Bade, Hutchings, B.L., FPGA-Based Stochastic Neural Networks - Implementation, IEEE Workshop on FPGAs for Custom Computing Machines, Napa Ca, April 10-13, 1994, pp. 189-198.
  • 2
    • 35648958991 scopus 로고    scopus 로고
    • I.M. Bland, G.M. Megson, Implementing a generic systolic array for genetic algorithms. in: Proceedings of the 1st On-Line Workshop on Soft Computing, 1996, pp. 268-273.
  • 3
    • 0035440487 scopus 로고    scopus 로고
    • Stochastic neural computation I: computational elements
    • Brown B.D., and Card H.C. Stochastic neural computation I: computational elements. IEEE Trans. Comput. 50 9 (2001) 891-905
    • (2001) IEEE Trans. Comput. , vol.50 , Issue.9 , pp. 891-905
    • Brown, B.D.1    Card, H.C.2
  • 4
    • 0001077218 scopus 로고
    • Testing for independence in a two-way table: new interpretations of the chi-square statistic with discussion
    • Diaconis P., and Efron B. Testing for independence in a two-way table: new interpretations of the chi-square statistic with discussion. Ann. Stat. 13 (1985) 845-913
    • (1985) Ann. Stat. , vol.13 , pp. 845-913
    • Diaconis, P.1    Efron, B.2
  • 5
    • 35648974496 scopus 로고    scopus 로고
    • B.R. Gaines, Stochastic Computing Systems, Advances in Information Systems Science, vol. 2, 1969, pp. 37-172.
  • 6
    • 35649012258 scopus 로고    scopus 로고
    • J. Liu, A general purpose hardware implementation of genetic algorithms, M.Sc. Thesis, University of North Carolina, 1993.
  • 7
    • 35649017430 scopus 로고    scopus 로고
    • MathWorks, 〈http://www.mathworks.com/〉, 2004.
  • 8
    • 85176695124 scopus 로고    scopus 로고
    • G.M. Megson, I.M. Bland, Synthesis of a systolic array genetic algorithm, in: Proceedings of the 12th International Parallel Processing Symposium, 1998, pp. 316-320.
  • 9
    • 35648998764 scopus 로고
    • Genetic Algorithms + Data Structures = Evolution Programs, Springer, Berlin
    • Michalewics Z., and Genetic Algorithms + Data Structures = Evolution Programs. second ed. (1994), Springer, Berlin
    • (1994) second ed.
    • Michalewics, Z.1
  • 10
    • 26944444392 scopus 로고    scopus 로고
    • N. Nedjah, L.M. Mourelle, Reconfigurable hardware architecture for compact and efficient stochastic neuron, artificial neural nets problem solving methods, Lecture Notes in Computer Science, vol. 2687, 2003, pp. 17-24.
  • 11
    • 0029204501 scopus 로고    scopus 로고
    • S.D. Scott, A. Samal, S. Seth, HGA: a hardware-based genetic algorithm, in: Proceedings of the ACM/SIGDA 3rd International Symposium in Field-Programmable Gate Array, 1995, pp. 53-59.
  • 12
    • 35648994105 scopus 로고    scopus 로고
    • S.D. Scott, S. Seth, A. Samal, A hardware engine for genetic algorithms, Technical Report UNL-CSE-97-001, University of Nebraska-Lincoln, 1997.
  • 13
    • 35648938421 scopus 로고    scopus 로고
    • B.H. Turton, T. Arslan, A parallel genetic VLSI architecture for combinatorial real-time applications-disc scheduling, in: Proceedings of the IEE/IEEE International Conference on Genetic Algorithms in Engineering Systems, 1994, pp.88-93.
  • 14
    • 35648933212 scopus 로고    scopus 로고
    • Xilinx, 〈http://www.xilinx.com/〉, 2004.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.