Boolean Networks (BNs) are established models to qualitatively describe biological systems. The analysis of BNs might be infeasible for medium large due the state-space explosion problem. We propose a novel reduction technique called Backward Equivalence (BBE), which preserves some properties interest BNs. In particular, reduced provide compact representation by grouping variables that, if init...

In order to study the relationship between random Boolean sets and some explanatory variables, this paper introduces a Propagation model. This model can be applied when corresponding Poisson process of the Boolean model is related to explanatory variables and the random grains are not affected by these variables. An approximation for the likelihood is used to find pseudo-maximum likelihood esti...