Litcius/Paper detail

Crops reclamation management based on hybrid neuro-fuzzy systems

К Е Токарев, Yulia Orlova, Aleksey F. Rogachev, V A Kuzmin, Yu M Tokareva

2020IOP Conference Series Earth and Environmental Science15 citationsDOIOpen Access PDF

Abstract

Abstract 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.

Topics & Concepts

Adaptive neuro fuzzy inference systemNeuro-fuzzyMATLABComputer scienceFuzzy logicInference systemFuzzy inference systemArtificial intelligenceLand reclamationData miningFuzzy control systemGeographyArchaeologyOperating systemStatistical and Computational ModelingScientific Research Methodologies and ApplicationsNeural Networks and Applications