Swarm intelligence is the collective behavior of self-organizing systems, decentralized in nature. The swarm itself exhibits social cognitive behavior and achieves a goal that individual contributors would not achieve by themselves. The collective achieves the goals rather than the efforts of any individual contributor. This leads us to PSO itself.