Abstract: This paper provides a discrete PID-based trajectory tracking approach for robotic manipulators, where the parameters of the controller are optimally tuned utilizing the Grasshopper ...

Abstract: Expensive multi-objective binary optimization problems frequently emerge in real-world applications, where evaluating a single solution incurs significant computational or physical costs.