Swarm intelligence is a growing technology which is inspired from the behavior of social elements such as bees, ants, and wasps, among others. Swarm intelligence represents the artificial network of agents that communicate with each other with the help of simple rules based on different algorithms. Swarming is a field of artificial intelligence which is based on de-centralized and self-organized systems. It focuses on the collective behavior through the local interactions among the individuals with in a group. The swam intelligence could also be used to get the common outcome which has the involvement of humans through their collective decisions. This can be achieved through the software tool that allows the humans to work together collectively to reach to a common solution. Thus, swarm intelligence plays a vital role in achieving the coordination among all the agents of a group. In addition, the growing number of drones and robots across the globe is one of the most important factors contributing the growth of the global swarm intelligence market. For instance, according to the International Federation of Robotics (IFR), the global sales of industrial robots have been increased by 29% and recorded 380,550 units in the year 2017. In addition, as per Federal Aviation Administration (FAA), the total number drones sold in the U.S. is expected to cross 7 million by the year 2020.