Researchers are exploring various optimization algorithms for engineering design and power flow problems. The starfish optimization algorithm is one such method being investigated, although other algorithms, such as the chicken swarm optimization and Arctic Puffin Optimization, are also being developed and applied to similar problems. The range of applications includes designing controllers for motors and liquid level systems, managing energy in smart homes, and optimizing power systems and electric vehicle charging stations.