• DocumentCode
    2895923
  • Title

    The Research of Precision Irrigation Decision Support System Based on Genetic Algorithm

  • Author

    Liu, Yang ; Ren, Zhen-hui ; Li, Dong-ming ; Tian, Xin-ke ; Lu, Zhong-nan

  • Author_Institution
    Postgraduate of Coll. of Mech. & Electr. Eng., Agric. Univ. of Hebei, Baoding
  • fYear
    2006
  • fDate
    13-16 Aug. 2006
  • Firstpage
    3123
  • Lastpage
    3127
  • Abstract
    Considering the actual state of management in irrigated areas of our country, it is necessary to develop precision irrigation decision support system (DSS) of intelligence, which should be simple, convenient and easy to spread. This system adopts the optimization pattern based on genetic algorithm (GA) with two steps. The first step is to achieve the optimization of water allocation of the unitary crop in different growing periods. The second step is to achieve the optimization of water allocation of many kinds of crops. Moreover, combined with the expert system, it averts the limitations of genetic algorithm (GA) effectively when used to solve the problem of partial searching. This system adopts Maplnfo as the human-computer interface, which makes the decision visible and the system operational. In running structure, this decision support system (DSS) consists of five modules: the data acquisition module, the information management module, the simulate module of crop water allocation, the optimize module with genetic algorithm (GA) and the display module of irrigated areas information. The research, development, popularization, application of this system will supply scientific management and optimize allocation for our country´s northern areas lack of water
  • Keywords
    crops; decision support systems; genetic algorithms; human computer interaction; irrigation; water resources; crop water allocation; data acquisition module; decision support system; genetic algorithm; human-computer interface; information management module; precision irrigation process; supply scientific management; Crops; Data acquisition; Decision support systems; Displays; Expert systems; Genetic algorithms; Information management; Intelligent systems; Irrigation; Research and development management; Decision Support System (DSS); Expert System (ES); Genetic Algorithm (GA); Geographic Information System (GIS); Optimization of Irrigation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2006 International Conference on
  • Conference_Location
    Dalian, China
  • Print_ISBN
    1-4244-0061-9
  • Type

    conf

  • DOI
    10.1109/ICMLC.2006.258403
  • Filename
    4028602