In this article we show the importance of the class of fuzzy differential equations where the right hand side of the equation is a fuzzy function generated by applying Zadeh's extension principle. Through concrete examples, we show that fuzzy functions obtained by applying Zadeh's extension principle are more appropriate than fuzzy functions obtained by using the usual fuzzy interval arithmetic (R.E. Moore's interval arithmetic on alpha-levels). © 2011 IEEE.