From the thesis Abstract: "Although many alternatives to the standard model of policing have been proposed, none of them meaningfully engages with the massive social and technological changes that have occurred since the mid-20th century. This thesis asks if complexity theory can serve as a theoretical foundation for a new model of policing. Literature on complexity, complex adaptive systems, and network theory is examined and finds that observed behavior of street robberies in Washington, DC, can be understood as a complex adaptive system. This thesis concludes that it is vital to recognize that the United States is transitioning into an informational, network-based society increasingly governed by nonlinear, dynamic processes. It also concludes that the present dissatisfaction with the state of policing is due to its institutional misalignment with those social dynamics. Several recommendations are offered on how to educate and structure police agencies to function effectively in complex environments."