Abstract
Monte Carlo simulation of the color switching dynamics is performed on cellular networks using Voronoi construction of point patterns. Association of cells to a particular choice of color is interpreted as representative agents for a particular company. The evolution of color patterns on static cellular network is interpreted as a manifestation of the competition and cooperation between companies. The soap froths paradigm is employed to analyze the stability of the color pattern of the multi-agent system. We find existence of phases corresponding to dominant color, as function of the noise level as well as the strength ratio of different color interaction. We observe two-phase transitions where the cellular network of agents first transits from a disordered phase into an ordered phase, and then back to a disordered phase as the noise level is increased.