Abstract
The objective of the project is the development of a new Estimation of Distribution Algorithm, that is, an Evolutionary Algorithm that uses a probabilistic model of the distribution of the values of the variables of a problem to guide the search process. The main differential of the proposal is the investigation of probabilistic models used in the area of Phylogeny (that studies the recon…