After analyzing the application of Bayesian Optimization Algorithm (BOA), a new randomized, population-based evolutionary algorithm is proposed which deals with the Eigenvector Subset Selection (ESS) problem on face recognition application.

• 分析了贝叶斯优化算法(BOA)在特征选择方面的应用问题。