@TechReport{R-2006-002, author = {Giacomo di Tollo}, title = {Portfolio Selection Problem by metaheuristics: an annotated bibliography}, institution = {Dipartimento di Scienze, Universit{\`a} ``G.~D'Annunzio'' Chieti--Pescara}, year = {2006}, number = {R-2006-002}, series = {Research series}, abstract = {Portfolio Selection Problem (PSP) is one of the most studied issues in finance: It is concerned with selecting the portfolio of assets which minimize the risk given a certain level of^M returns. The PSP belongs to the class of combinatorial optimization problems and adding constraints to the basic formulation lead the problem to be NP-Hard, so metaheuristic approaches can be succesfully applied to solve the problem. This work is aimed in developing a conceptual analysis about Metaheuristic approaches developed in literature to this extent, introducing the problem, classifying the general concepts and outlining the most used strategies.}