Optimizing Portfolio Returns and Multi-Criteria Decision Analysis
Efficient Solutions via Parametric Constraints
Efficient solutions are obtained by optimizing one objective while considering the other as a parametric constraint. We can obtain an efficient solution by solving the model for each value of the Right-Hand Side (RHS) of the parametric constraint between its ideal and anti-ideal values.
Types of Parametric Constraints
- Total Gross Margin: Represented with the sign ≥.
- Investment Cost: Represented as a parametric constraint ≤; the lower the cost, the better.
Portfolio Optimization and the Efficient Frontier
In a portfolio problem, we change the desired minimum return of the portfolio and solve the resulting model by minimizing the total risk. This allows us to obtain the composition and risk associated...