Abstract: Objective: To explore the optimization of XGBoost algorithm parameters based on heuristic algorithms, thereby enhancing the classification accuracy of the algorithm. Methods: For the binary ...

Abstract: Reliable, efficient path planning is the foundation for intelligent systems (mobile robots, UAVs, autonomous driving). In complex environments with dense dynamic obstacles, conventional ...