Evolutionary Domain Covering of an Inference System for Function Approximation

Many interesting and important problems related to the analysis of large numerical data can be formulated as a problem of approximating a function from a set of sample points. Any approximation method should provide minimum error at the given data samples and also should approximate values for other points of the function's domain.