Swarm Intelligence is a research field that studies the emergent collective intelligence of self-organized and decentralized simple agents. It is based on the social behavior that can be observed in nature, such as in flocks of birds, fish schools and bee hives, where a group of individuals with limited capabilities are able to emerge with intelligent solutions for complex problems.