Neural Network and Data Mining Method in Aerodynamic Optimization
This document focuses on the case that optimization direction is hard to determine in aerodynamic optimization processes, and proposes an intelligent approach based on ANN learning, followed by result visualization using data mining technology. It can not only help visualize the optimization process (qualitative analysis), but also determine the optimization direction (quantitative calculation), which can save time of frequent CFD calculation and obviously improve efficiency in aerodynamic optimization.
X. Jin et al., "Neural Network and Data Mining Method in Aerodynamic Optimization", Applied Mechanics and Materials, Vols. 52-54, pp. 1421-1426, 2011