Data mining
■ Univariate analysis: effects of single design variable on QoI
▲ Various univariate data mining analyses used for UCAV design
(left: ANOVA, middle: sensitivity analysis, right: self-organizing map)
■ Multivariate analysis: effects of multiple design variables on QoI
▲ Various multivariate data mining analyses used for UCAV design
(left: decision tree, right: rough set theory)
■ POD-based data mining
▲ Trends of airfoil shape modes along the Pareto frontier