The present invention relates to a computer implemented process for developing
a model which predicts the value of a single dependent variable based on the value
of at least one independent variable. The process comprises the steps of creating
a dataset containing a plurality of observations each containing a value for the
dependent variable and values for the at least one independent variable, creating
from the dataset a plurality of original chromosomes each comprising a possible
predictive model, developing a quantitative fitness measure for each chromosome,
and creating a new generation of chromosomes by selecting a number of the original
chromosomes based upon the fitness measures, crossing the selected original chromosomes
by at least one of a cloning and a pure (standard) crossover technique, and mutating
the crossed chromosomes. A system for carrying out the process of the present invention
is also described.