Design optimization of river sampling network using genetic algorithms

被引:13
|
作者
Ouyang, Huei-Tau [1 ]
Yu, Hsin [1 ]
Lu, Chin-Huang [1 ]
Luo, Yuan-Hong [1 ]
机构
[1] Natl Ilan Univ, Dept Civil Engn, Yilan City 26047, Taiwan
关键词
Algorithms; Computation; Monitoring; Optimization; River systems; Sampling; Water Pollution;
D O I
10.1061/(ASCE)0733-9496(2008)134:1(83)
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
A methodology for determining the optimal spatial distribution of a river pollutant detection network using a geographic information system and genetic algorithms (GAs) is developed. Two case studies are investigated to evaluate the performance of the developed methodology: (1) a hypothesized river system consisting of only 11 reaches; (2) the Logan and Albert Rivers in Southeast Queensland. Plausible results are obtained, encouraging the possibility of applying GAs in designing a river monitoring network.
引用
收藏
页码:83 / 87
页数:5
相关论文
共 50 条
  • [21] MPLS network topology design using genetic algorithms
    El-Alfy, El-Sayed M.
    2006 IEEE INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS, VOLS 1-3, 2006, : 1058 - 1064
  • [22] Optimal distribution network design using genetic algorithms
    Türkay, B
    Artaç, T
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2005, 33 (05) : 513 - 524
  • [23] Neural network optimization using genetic algorithms for speech recognition
    Mouria-Beji, Faryel
    International Journal of Engineering Intelligent Systems for Electrical Engineering and Communications, 2002, 10 (02): : 69 - 74
  • [24] Design and optimization of an industrial pump: Application of genetic algorithms and neural network
    Demeulenaere, Alain
    Purwanto, Aji
    Ligout, Alban
    Hirsch, Charles
    Dijkers, Ronal
    Visser, Frank
    Proceedings of the ASME Fluids Engineering Division Summer Conference - 2005, Vol 1, Pts A and B, 2005, : 1519 - 1527
  • [25] Hyperparameter Optimization in Convolutional Neural Network using Genetic Algorithms
    Aszemi, Nurshazlyn Mohd
    Dominic, P. D. D.
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2019, 10 (06) : 269 - 278
  • [26] SNMP based network optimization technique using genetic algorithms
    Mohamed Surputheen, M.
    Ravi, G.
    Srinivasan, R.
    International Journal of Computer Science Issues, 2012, 9 (2 2-3): : 287 - 289
  • [27] Cost optimization of the supply chain network using genetic algorithms
    Lau H.C.W.
    Chan T.M.
    Tsui W.T.
    Ho G.T.S.
    IEEE Transactions on Knowledge and Data Engineering, 2019, (01): : 1 - 36
  • [28] Hyperparameter optimization in convolutional neural network using genetic algorithms
    Aszemi N.M.
    Dominic P.D.D.
    International Journal of Advanced Computer Science and Applications, 2019, 10 (06): : 269 - 278
  • [29] Neural network optimization using genetic algorithms for speech recognition
    Mouria-Beji, F
    ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIONS, 2002, 10 (02): : 69 - 74
  • [30] Immune network simulation with multiobjective genetic algorithms for multidisciplinary design optimization
    Kurapati, A
    Azarm, S
    ENGINEERING OPTIMIZATION, 2000, 33 (02) : 245 - 260