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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