ISSN:1009-5020 CN:42-1610/P
Jiao Limin, Liu Yaolin. Model of land suitability evaluation based on computational intelligenceJ. Geo-spatial Information Science, 2007, 10(2): 151-156. DOI: 10.1007/s11806-007-0053-9
Citation: Jiao Limin, Liu Yaolin. Model of land suitability evaluation based on computational intelligenceJ. Geo-spatial Information Science, 2007, 10(2): 151-156. DOI: 10.1007/s11806-007-0053-9

Model of land suitability evaluation based on computational intelligence

  • A novel model of land suitability evaluation is built based on computational intelligence (CI). A fuzzy neural network (FNN) is constructed by the integration of fuzzy logic and artificial neural network (ANN). The structure and process of this network is clear. Fuzzy rules (knowledge) are expressed in the model explicitly, and can be self-adjusted by learning from samples. Genetic algorithm (GA) is employed as the learning algorithm to train the network, and makes the training of the model efficient. This model is a self-learning and self-adaptive system with a rule set revised by training.
  • loading

Catalog

    Turn off MathJax
    Article Contents

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return