Energy cost study for controlling complex social networks with conformity behavior

Social Conformity in Networks

Centrality in a social network is found to have a significant effect on Asch-type conformity. Friendship affinity and respect social network data was collected on two different groups of actors. The effects of Asch-type conformity were empirically tested on central actors and peripheral actors in each group using a culturally appropriate version of Asch’s test. Findings show that central actors...

Energy scaling and reduction in controlling complex networks

Recent works revealed that the energy required to control a complex network depends on the number of driving signals and the energy distribution follows an algebraic scaling law. If one implements control using a small number of drivers, e.g. as determined by the structural controllability theory, there is a high probability that the energy will diverge. We develop a physical theory to explain ...

Controlling complex networks: How much energy is needed?

The outstanding problem of controlling complex networks is relevant to many areas of science and engineering, and has the potential to generate technological breakthroughs as well. We address the physically important issue of the energy required for achieving control by deriving and validating scaling laws for the lower and upper energy bounds. These bounds represent a reasonable estimate of th...

Controlling Across Complex Networks

Controlling Complex Networks with Compensatory Perturbations

The response of complex networks to perturbations is of utmost importance in areas as diverse as ecosystem management, emergency response, and cell reprogramming. A fundamental property of networks is that the perturbation of one node can affect other nodes, in a process that may cause the entire or substantial part of the system to change behavior and possibly collapse. Recent research in meta...