Enforcing social behavior in an Ising model with complex neighborhoods

► The dynamics of social formation models can be influenced by means of simple resource distribution rules. ► Complex neighborhoods can strongly influence the choice of these rules. ► In order to influence the behavior of complex networked systems, one has to consider the spatial nature of the problem. ► Lagrange multipliers can be used to characterize the role of agents in complex networked systems.