Abstract: In this study,total margin-based adaptive fuzzy support vector machine（TAFSVM） which has good quality was proposed. Besides, this paper proposed an evolutionary approach to design a TAFSVM-based classifier（named ETAFSVM） by simultaneous optimization of au

Key words: Total margin adaptive fuzzy support vector machine, Intelligent genetic algorithms, Hyperspectral remote sensing images, Classification