Research on drone path planning methods is being explored, with various approaches being considered, including improved particle swarm optimization and wolf-pack optimization algorithms. Different studies are examining the use of distinct methods, such as the black-winged kite algorithm and quantum-enhanced artificial potential fields, for applications like patrol path planning and drone swarm formation. The specific goals and outcomes of these efforts are not clearly defined in the available information.