If a linear operator on a Banach space is bijective (hence has a closed Kernel), will it imply it is continuous?
Closed kernel of a operator.
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No, this is false. Take the space $c_{00}$ of all bounded sequences $(a_n)_{n\in\mathbb N}$ of real numbers such that $a_n=0$ if $n\gg1$, endowed with the supremum metric. Define $A\colon c_{00}\longrightarrow c_{00}$ by $A\bigl((a_n)_{n\in\mathbb N}\bigr)=(na_n)_{n\in\mathbb N}$. Then $A$ is bijective, $\ker A=\{0\}$ (hence closed) and $A$ is discontinuous.
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Any bijective (continuous, linear) operator on a Vector Space $X$, that is $T \in L(X)$, has kernel $\mathrm{ker}(T) = {0}$, which is obviously closed. And indeed, any linear continuous and bijective operator on a Banach space $X$ has bounded inverse $T^{-1} \in L(X)$ by the Bounded Inverse Theorem. The latter is an easy consequence of the Closed Graph Theorem.
The question is therefore, if you are working on a complete normed space (Banach space). If not, there are counterexamples, as for example seen by Jose Carlos' post.
If you assume Choice, the answer is no. Take any normed space (Banach or not), let $\{e_j\}_{j\in J}$ be a Hamel basis. Write $J=K\cup L$ with $K=\{k_n\}_{n\in\mathbb N}$. Now define a linear operator $T$ by $$ Te_{k_n}=ne_{k_n},\ \ \ \ Te_j=e_j,\ \ \ j\in L. $$ Then $T$ is bijective and unbounded.