This book constitutes thoroughly revised selected papers of the 5th International Conference on Numerical Analysis and Its Applications, NAA 2012, held in Lozenetz, Bulgaria, in June 2012. numerical linear algebra and numerical solution of transcendental equation; numerical stochastics, numerical modeling;