Swarm intelligence is an emerging field of artificial intelligence (AI) based on the collective behavior of decentralized, self-organized systems. It draws inspiration from nature, particularly from the behavior of social organisms like ants, bees, and birds. These systems use local interactions between agents to achieve global goals. The increasing demand for efficient problem-solving...