Before revision:  In the second part we present robust (model uncertainty) versions of the optimization problems in (i) and (ii), and we prove a  relation between them.
After revision:  In the second part we present robust (model uncertainty) versions of the optimization problems in (i) and (ii), and we prove a similar dynamic relation between them.