Applications of genetic algorithms to drug design

被引:12
|
作者
Maddalena, DJ [1 ]
Snowdon, GM [1 ]
机构
[1] ROYAL N SHORE HOSP,DEPT NUCL MED,ST LEONARDS,NSW 2065,AUSTRALIA
关键词
D O I
10.1517/13543776.7.3.247
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
This review examines the role of genetic and other evolutionary algorithms in the field of drug design. These methods have demonstrated their suitability in a variety of areas, including quantitative structure-activity relationships (QSARs) and variable selection, conformation searching, receptor docking, receptor and pharmacophore elucidation, molecular de novo design and molecular selection with combinatorial libraries. Based upon the studies examined, genetic algorithms and other forms of evolutionary programs are likely to have a useful role in future drug design.
引用
收藏
页码:247 / 254
页数:8
相关论文
共 50 条
  • [21] Applications of genetic algorithms to optimal multilevel design of MPLS-based networks
    El-Alfy, El-Sayed M.
    COMPUTER COMMUNICATIONS, 2007, 30 (09) : 2010 - 2020
  • [22] Evolutionary algorithms in drug design
    Lameijer E.-W.
    Bäck T.
    Kok J.N.
    Ijzerman A.P.
    Natural Computing, 2005, 4 (3) : 177 - 243
  • [23] Genetic algorithms for product design
    Balakrishnan, PV
    Jacob, VS
    MANAGEMENT SCIENCE, 1996, 42 (08) : 1105 - 1117
  • [24] Applications of genetic algorithms to aerodynamic designs
    Chan, Y.Y.
    Canadian Aeronautics and Space Journal, 1998, 44 (03): : 182 - 187
  • [25] Genetic algorithms in statistics: Procedures and applications
    Northeastern Univ, Boston, United States
    Commun Stat Part B Simul Comput, 4 (1617-1630):
  • [26] Genetic algorithms and their statistical applications: An introduction
    Chatterjee, S
    Laudato, M
    Lynch, LA
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 1996, 22 (06) : 633 - 651
  • [27] GENETIC ALGORITHMS - FOUNDATIONS, CROSSOVER AND APPLICATIONS
    HERRERATRIGUERO, F
    LOZANOMARQUEZ, M
    VERDEGAYGALDEANO, JL
    ARBOR-CIENCIA PENSAMIENTO Y CULTURA, 1995, 152 (597) : 9 - 40
  • [28] Nash Genetic Algorithms: examples and applications
    Sefrioui, M
    Periaux, J
    PROCEEDINGS OF THE 2000 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, 2000, : 509 - 516
  • [29] Applications of Genetic Algorithms in cluster optimisation
    Hobday, S
    Smith, R
    MOLECULAR SIMULATION, 2000, 25 (1-2) : 93 - 120
  • [30] Solving Applications by Use of Genetic Algorithms
    Popescu, Marius-Constantin
    Perescu-Popescu, Liliana
    MATHEMATICAL METHODS AND APPLIED COMPUTING, VOL 1, 2009, : 208 - +