Evolutionary coalition formation in full connected and scale free networks
An optimal clusterization model is studied through an original approach that combines an evolutionary algorithm with the principles of the physical spin systems. The method is used in order to investigate the process of coalition formation that appears in complex systems, actually in full connected and scale free networks. The numerical experiments show that the proposed evolutionary model is able to detect the optimal coalition formation in small and large systems by a reasonable cost of complexity (considered in terms of time and physical computational resources).
coalition formation complex systems evolutionary optimisation