Rule-Based Modeling is a computational approach to simulating complex systems, wherein entities and their interactions are defined by a set of rules rather than detailed equations. This approach allows for scalable and flexible modeling of biological networks, chemical reactions, and other dynamic systems where the sheer number of components makes traditional methods impractical.