Genetic algorithms and applications in system engineering: A survey

被引：0
|
作者：
Caponetto, R. [1 ]
Fortuna, L. [1 ]
Graziani, S. [1 ]
Xibilia, M.G. [1 ]
机构：
[1] Dipartimento Elettrico Elettronico e, Sistemistico, Catania, Italy
来源：
Transactions of the Institute of Measurement and Control | 1993年 / 15卷 / 03期
关键词：
Algorithms - Control theory - Neural networks - Optimization - System engineering;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
In this paper an overview on Genetic Algorithms (GAs) is reported. GAs are described from a theoretical point of view, important implementation problems are dealt with and a wide variety of GA applications reported in system engineering literature are described. The survey also includes some studies at present in progress in our laboratories, regarding the use of GAs in solving optimization problems in the fields of neural networks and control theory.
引用
收藏
页码：143 / 156
相关论文
共 50 条
  • [31] Genetic algorithms and engineering design.
    Ge, YZ
    INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION, 1997, 9 (04) : 457 - 458
  • [32] Genetic algorithms applied to optics and engineering
    Cuevas, F
    Gonzalez, O
    Susuki, Y
    Hernandez, D
    Rocha, M
    Alcala, N
    FIFTH SYMPOSIUM OPTICS IN INDUSTRY, 2006, 6046
  • [33] Survey on Applications of Biased-Random Key Genetic Algorithms for Solving Optimization Problems
    Prasetyo, H.
    Fauza, G.
    Amer, Y.
    Lee, S. H.
    2015 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2015, : 863 - 870
  • [34] Numerical algorithms for scientific and engineering applications
    Zlatev, Zahari
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2017, 310 : 1 - 4
  • [35] Evolutionary algorithms and their applications to engineering problems
    Slowik, Adam
    Kwasnicka, Halina
    NEURAL COMPUTING & APPLICATIONS, 2020, 32 (16): : 12363 - 12379
  • [36] Evolutionary algorithms and their applications to engineering problems
    Adam Slowik
    Halina Kwasnicka
    Neural Computing and Applications, 2020, 32 : 12363 - 12379
  • [37] Applications of Harmony Search Algorithms in Engineering
    Siddique, Nazmul
    Adeli, Hojjat
    INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2015, 24 (06)
  • [38] Civil engineering applications of genetical algorithms
    Chan, WT
    Chua, DKH
    COMPUTING IN CIVIL ENGINEERING, 1996, : 1072 - 1078
  • [39] A survey of penalty techniques in genetic algorithms
    Gen, M
    Cheng, RW
    1996 IEEE INTERNATIONAL CONFERENCE ON EVOLUTIONARY COMPUTATION (ICEC '96), PROCEEDINGS OF, 1996, : 804 - 809
  • [40] Parallel Genetic Algorithms: A Useful Survey
    Harada, Tomohiro
    Alba, Enrique
    ACM COMPUTING SURVEYS, 2020, 53 (04)
12345