Before revision:  Then, assuming individual utility functions for the assets, utility-based shortfall and divergence risk measures are defined , which form two classes of  set-valued convex risk measures .
After revision:  Then, assuming individual utility functions for the assets, utility-based shortfall and divergence risk measures are defined as the optimal values of specific set minimization problems. The dual relationship between these two classes of set-valued convex risk measures .