1 Introduction
In bioinformatics, an important problem to address is the inference of gene regulatory networks (GRN). These networks have been used to model and to help understand the regulatory mechanisms of living systems, providing scientists a way to analyze biological processes such as cell cycle, cell differentiation and metabolism. The study of GRN can help to elucidate the interactions among genes/proteins that take part in the achievement of cellular functions.