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Swarm intelligence is a form of collective learning and decision-making based on decentralized, self-organized systems. Natural examples are commonplace—flocks of birds and schools of fish act and react as groups, without instruction or direction from any single leader.

Examples of swarm intelligence include ant colonies and the internet. The individual animals in a swarm often follow relatively simple rules when re- sponding to others, such as a tendency to be attracted toward, and align direction of travel with, others while maintaining personal space and avoiding collisions.

Swarm intelligence refers to collective intelligence. Biologists and natural scientist have been studying the behavior of social insects due to their efficiency of solving complex problems such as finding the shortest path between their nest and food source or organizing their nests.

Examples in natural systems of swarm intelligence include bird flocking, ant foraging, and fish schooling.