Adapting to Changing Resource Requirements for Coalition Formation in Self-Organized Social Networks

Abstract

Coalition formation in social networks allows many choices of which task to select and with whom to partner in the social network. Agents communicate with agents within n network links in their surrounding network. These agents are considered part of an agentpsilas local neighborhood. Agents maintain a database of skills possessed by agents in their local neighborhood. We compare agents of two different types. Structural agents seek to create a scale-free network. Inventory agents seek to connect to agents who possess a skill not found in their current local neighborhood. We examine the ability of the agents to deal with static skill demand patterns, changing skill demand patterns, and a mismatch of the skills supplied to the skills demanded.