Mathematical Modeling of Complex Networks

Systems of ordinary differential equations which model the behavior and evolution of complex networks, arising in applications, are considered. These systems involve multiple parameters and interrelation between elements is described by the regulatory matrix W. The problem in question is about possible attracting sets (attractors) and their types. Systems of the second and the third order are treated and possible attractors are discussed. Examples are provided, supplied by visualizations and relevant calculations.