Open AccessCrops reclamation management based on hybrid neuro-fuzzy systems
Author(s) -
К Е Токарев,
Yulia Orlova,
Aleksey F. Rogachev,
V A Kuzmin,
Yu M Tokareva
Publication year - 2020
Publication title -
iop conference series. earth and environmental science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.179
H-Index - 26
eISSN - 1755-1307
pISSN - 1755-1315
DOI - 10.1088/1755-1315/421/4/042015
Subject(s) - adaptive neuro fuzzy inference system , neuro fuzzy , matlab , computer science , fuzzy logic , inference system , fuzzy inference system , artificial intelligence , land reclamation , data mining , fuzzy control system , geography , archaeology , operating system
The article deals the technique of application of neuro-fuzzy systems in problems of management of melioration of agricultural crops is considered. In particular, an adaptive network based on the fuzzy inference system is developed, a method for predicting data flows based on the neuro-fuzzy network is proposed, which is implemented in the MATLAB ANFIS module.