The traditional Markowitz approach to portfolio optimization assumes that we know the means, variances, and covariances of the return rates of all the financial instruments. In some practical situations, however, we do not have enough information to determine the variances and covariances, we only know the means. | Maximum entropy approach to portfolio optimization: Economic justification of an intuitive diversity idea