Title :
Fuzzy and hybrid methods applied to GIS interpolation
Author :
Botía, Juan A. ; Gómez-Skarmeta, Antonio F. ; Valdés, Mercedes ; Padilla, Antonio
Author_Institution :
Departamento de Ingenieria de la Informacion y las Comunicaciones, Murcia Univ., Spain
fDate :
6/23/1905 12:00:00 AM
Abstract :
Soft computing can be a powerful approach in the agricultural domain. In particular two different techniques have been developed for the approximation of solar radiation, a key parameter for the calculus of irrigation water for crops. Besides, one of the methods has been developed on the basis of the cooperation of two well known techniques, and it is presented as a novel approach
Keywords :
Hopfield neural nets; agriculture; backpropagation; fuzzy systems; geographic information systems; interpolation; pattern clustering; Hopfield neural network; agriculture; backpropagation; clustering; fuzzy modeling; geographic information systems; interpolation; irrigation; learning; solar radiation; Artificial neural networks; Computer networks; Crops; Fuzzy reasoning; Genetic algorithms; Geographic Information Systems; Interpolation; Irrigation; Radial basis function networks; Solar radiation;
Conference_Titel :
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Conference_Location :
Melbourne, Vic.
Print_ISBN :
0-7803-7293-X
DOI :
10.1109/FUZZ.2001.1007346
