Evaluation of Germination of Wheat Seeds Using Fuzzy Modelling: Application of Microfertilizer with Magnetic Treatment of Water and Seeds.

Application of microfertilizer HUMIN PLUS in combination with magnetic treatments of seed and water was evaluated. By using Adaptive Neuro-Fuzzy Inference System (ANFIS), several fuzzy inference system (FIS) were built to define the contiguous relationships between the energy of seed germination, different HUMIN PLUS solution concentrations, and magnetic treatment of seeds and water. Results from ANFIS simulations gave reasonable results, offering a feasible alternative to more traditional statistical techniques for evaluation of relations between characteristics of seed germination energy, emulsion of sapropel concentrations, magnetic treatment of seeds and water, and time after sowing.

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