Modeling and analysis of gene regulatory networks
Abstract
This chapter describes basic principles for modeling genetic regulatory networks, using three different classes of formalisms: discrete, hybrid, and continuous differential systems. A short review of the mathematical tools for each formalism is presented. Based on several simple examples, which are worked out in detail, this chapter illustrates the study and analysis of the networks' dynamics, their temporal evolution and asymptotic behaviors.