Performance-oriented road structure and material design method based on enhanced XGBoost algorithm - Li, Jiale; Zhang, Zhishuai; Wang, Xuefei (The international journal of pavement engineering, 2024)
Keywords: Algorithms; Construction management; Design optimization; Design techniques; machine learning (ML); Optimal pavement design; optimal subgrade design; Pareto optimum; particle swarm optimisation (PSO); Particle swarm optimization; Pavement construction; Pavement materials; Pavements; Prediction models; Predictions; Road design; Road maintenance; Roads & highways; Subgrades