Exercise 160Linear algebra › Linear mapsL1Added 3 Nov 2026
Kernel and image of an endomorphism - when are they supplementary?
#kernel#image#direct sum#endomorphism
Statement
Let be a linear endomorphism of a finite-dimensional space .
- Show that if is invertible, then .
- Show by an example that the converse is false.
- Show that the following are equivalent: (i) ; (ii) ; (iii) .
Hint
For (3), note that always. Use rank-nullity for (i)(iii).
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Solution
(1) If is invertible, then and , so and .
(2) On , let . Then , and , but is not invertible. (Any projection onto a proper subspace works.) So does not imply that is invertible.
(3) (i)(ii). Let . Then , so . With , we get .
(ii)(i). Let , say . Then , so and .
(i)(iii). By the dimension formula for a sum, (rank-nullity). So , and the sum is direct since the intersection is .
(iii)(i). A direct sum has trivial intersection.
Conclusion. Invertibility implies , but not conversely. The decomposition holds exactly when , equivalently . For the nilpotent map of the previous exercise, , so the decomposition fails there.