  Let $f_{0,\infty}=\{f_n\}_{n=0}^{\infty}$ be a sequence of continuous
self-maps on a compact metric space $X$. The non-autonomous dynamical system
$(X,f_{0,\infty})$ induces the set-valued system $(\mathcal{K}(X),
\bar{f}_{0,\infty})$ and the fuzzified system
$(\mathcal{F}(X),\tilde{f}_{0,\infty})$. We prove that under some natural
conditions, positive topological entropy of $(X,f_{0,\infty})$ implies infinite
entropy of $(\mathcal{K}(X),\bar{f}_{0,\infty})$ and
$(\mathcal{F}(X),\tilde{f}_{0,\infty})$, respectively; and zero entropy of
$(S^1,f_{0,\infty})$ implies zero entropy of some invariant subsystems of
$(\mathcal{K}(S^1),\bar{f}_{0,\infty})$ and
$(\mathcal{F}(S^1),\tilde{f}_{0,\infty})$, respectively. We confirm that
$(\mathcal{K}(I), \bar{f})$ and $(\mathcal{F}(I), \tilde{f})$ have infinite
entropy for any transitive interval map $f$. In contrast, we construct a
transitive non-autonomous system $(I, f_{0,\infty})$ such that both
$(\mathcal{K}(I), \bar{f}_{0,\infty})$ and $(\mathcal{F}(I),
\tilde{f}_{0,\infty})$ have zero entropy. We obtain that
$(\mathcal{K}(X),\bar{f}_{0,\infty})$ is chain weakly mixing of all orders if
and only if $(\mathcal{F}^1(X),\tilde{f}_{0,\infty})$ is so, and chain mixing
(resp. $h$-shadowing and multi-$\mathscr{F}$-sensitivity) among
$(X,f_{0,\infty})$, $(\mathcal{K}(X),\bar{f}_{0,\infty})$ and
$(\mathcal{F}^1(X),\tilde{f}_{0,\infty})$ are equivalent, where
$(\mathcal{F}^1(X),\tilde{f}_{0,\infty})$ is the induced normal fuzzification.
