A STATISTICAL-FUZZY PERCEPTRON
M. Andrecut · Modern Physics Letters B · 1999
An optimal statistical perceptron algorithm is derived using the Bayes classification theory. The described algorithm is able to construct an optimal classification hyperplane for separable and nonseparable classes. The described algorithm can be easily improved by imposing a simple fuzzyfication scheme of the training sets.