Soft computing for optimization deviation’s parameters of features in pattern recognition

In clause considered the optimization methods of deviation parameter for tasks of pattern recognition. The most optimal approach using fuzzy neural networks is offered. An experimental study demonstrates the optimal settings of network by example of field-independent graphical patterns recognition.