  If $A$ is an independent set of a graph $G$ such that the vertices in $A$
have different degrees, then we call $A$ an irregular independent set of $G$.
If $D$ is a dominating set of $G$ such that the vertices that are not in $D$
have different numbers of neighbours in $D$, then we call $D$ an irregular
dominating set of $G$. The size of a largest irregular independent set of $G$
and the size of a smallest irregular dominating set of $G$ are denoted by
$\alpha_{ir}(G)$ and $\gamma_{ir}(G)$, respectively. We initiate the
investigation of these two graph parameters. For each of them, we obtain sharp
bounds in terms of basic graph parameters such as the order, the size, the
minimum degree and the maximum degree, and we obtain Nordhaus-Gaddum-type
bounds. We also establish sharp bounds relating the two parameters.
Furthermore, we characterize the graphs $G$ with $\alpha_{ir}(G)=1$, we
determine those that are planar, and we determine those that are outerplanar.
