Robust optimization design method for structural reliability based on active-learning MPA-BP neural network - Dong, Zhao; Sheng, Ziqiang; Zhao, Yadong; Zhi, Pengpeng (International journal of structural integrity, 2023)
Keywords: Accuracy; Aircraft; Back propagation; Back propagation networks; Design optimization; Design techniques; Efficiency; Engineering; Finite element method; Fuzzy logic; Genetic algorithms; Machine learning; Methods; Monte Carlo simulation; Multiple objective analysis; Network reliability; Neural networks; Particle swarm optimization; Predators; Probability; Quadrilaterals; Redundancy; Reliability engineering; Robust design; Sampling; Sensitivity; Structural reliability; Thresholds; Turbines; Undercarriages; Multi-objective optimization; Backpropagation (BP) neural network; Reliability; Robust design; Active-learning function