Based on the principle of binary classification of support vector machine (SVM), an improved multi-class classification method is developed, which combines the adaptive resonance theory with SVM.

• 摘要基于支持向量机的二值分类原理，提出了一种由自适应共振理论方法与支持向量机相结合的改进型多类分类方法。