Bayesian Gene Regulatory Network Inference Optimization by means of Genetic Algorithms

摘要

Inferring gene regulatory networks from data requires the development of algorithms devoted to structure extraction. When time-course data is available, gene interactions may be modeled by a Bayesian Network (BN). Given a structure, that models the condit