Trajectory planning is the process of computing a time-parameterized sequence of states, defining the motion profile for a dynamic system to execute over time. This fundamental methodology in fields such as robotics, control theory, and autonomous systems investigates how to generate feasible and optimal paths that satisfy kinematic, dynamic, temporal, and environmental constraints. Its significance lies in enabling systems to achieve desired goals by specifying precisely how they should move, ensuring safety, efficiency, and performance.