Social balance on networks: The dynamics of friendship and enmity

Abstract

How do social networks evolve when both friendly and unfriendly relations exist? Here we propose a simple dynamics for social networks in which the sense of a relationship can change so as to eliminate imbalanced triads — relationship triangles that contains 1 or 3 unfriendly links. In this dynamics, a friendly link changes to unfriendly or vice versa in an imbalanced triad to make the triad balanced. Such networks undergo a dynamic phase transition from a steady state to “utopia”–all friendly links–as the amount of network friendliness, defined as the fraction of friendly links ρ , is changed. Basic features of the long-time dynamics and the phase transition are discussed.