The Mathematical Programming and the Rule Ex- traction from Layered Feed-forward Neural Net- works

Abstract

The mathematical programming analysis, instead of a data analysis, is proposed for identifying the convex polyhedron associated with each rule. The area depicted in the rule premise covers a convex polyhedron in the input space, and the adopted approximation function for the output value is a multivariate polynomial function of x, the outside stimulus input… (More)

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