Information ratio is defined as the ratio between excess return and the standard deviation from excess return. The denominator of IR, at least in the context of multi-factor risk model, is defined as the active exposure times the factor covariances times the transpose of the active exposure matrix. In this paper, a method of maximizing this ratio is introduced. By using scaling method for all dual-constraints of primal problems, it is possible to achieve strong optimality condition.