In this book we consider the concept of generalized function in mathematics . We give a brief discussion of some known concepts and theorems like operations on a space of generalized function and the definition of Dirac delta function . Also we discuss why we need the spaces of new generalized functions, and we define some spaces of new generalized functions in which the operations of multiplication, Fourier transformation, and differentiation are defined . Ramadan