1. Introduction With the continuous expansion of industrial applications for robotic arms, utilizing robotic manipulators to accomplish flexible tasks in more open environments poses a new challenge for current industrial robotic arms. Therefore, under such demands, the path planning of more flexible and intelligent robotic arms has become a core research task in intelligent control, representing a critical technology that must be addressed for robotic arms to complete complex tasks.