Using genetic algorithms to design mesh networks

被引:43
|
作者
Ko, KT [1 ]
Tang, KS [1 ]
Chan, CY [1 ]
Man, KF [1 ]
Kwong, S [1 ]
机构
[1] CITY UNIV HONG KONG, DEPT COMP SCI, HONG KONG, HONG KONG
关键词
D O I
10.1109/2.607086
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Designing mesh communication networks is a complex, multiconstraints optimization problem. The design of a network connecting 10 Chinese cities demonstrates the elegance and simplicity that genetic algorithms offer in handling such problems.
引用
收藏
页码:56 / +
页数:1
相关论文
共 50 条
  • [31] A metamodel using neural networks and genetic algorithms for an integrated optimal design of mechanisms
    Marcelin, JL
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2004, 24 (9-10): : 708 - 714
  • [32] Using genetic algorithms for adaptive function approximation and mesh generation
    Moustafa, RE
    De Jong, KA
    Wegman, EJ
    GECCO-99: PROCEEDINGS OF THE GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 1999, : 798 - 798
  • [33] Multiobjective genetic algorithms for design of water distribution networks
    Prasad, TD
    Park, NS
    JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 2004, 130 (01) : 73 - 82
  • [34] Joint routing and link scheduling for wireless mesh networks through genetic algorithms
    Badia, Leonardo
    Botta, Alessio
    Lenzini, Luciano
    2007 5TH INTERNATIONAL SYMPOSIUM ON MODELING AND OPTIMIZATION IN MOBILE, AD HOC AND WIRELESS NETWORKS AND WORKSHOPS, VOLS 1-2, 2007, : 190 - +
  • [35] Using Genetic Algorithms to Model Road Networks
    Pinninghoff, Maria
    Contreras, Ricardo
    Atkinson, John
    COMPUTER, 2008, 41 (12) : 60 - +
  • [36] ADAPTATION OF NEURAL NETWORKS USING GENETIC ALGORITHMS
    ILAKOVAC, T
    CROATICA CHEMICA ACTA, 1995, 68 (01) : 29 - 38
  • [37] Neural networks training using genetic algorithms
    Chen, MS
    Liao, FH
    1998 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5, 1998, : 2436 - 2441
  • [38] DESIGNING NEURAL NETWORKS USING GENETIC ALGORITHMS
    MILLER, GF
    TODD, PM
    HEGDE, SU
    PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON GENETIC ALGORITHMS, 1989, : 379 - 384
  • [39] Optimization of traffic networks by using genetic algorithms
    Horvat, Ales
    Tosic, Aleksandar
    ELEKTROTEHNISKI VESTNIK-ELECTROCHEMICAL REVIEW, 2012, 79 (04): : 197 - 200
  • [40] Boolean networks decomposition using genetic algorithms
    Lanchares, J
    Hidalgo, JI
    Sanchez, JM
    MICROELECTRONICS JOURNAL, 1997, 28 (05) : 551 - 560