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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 f:E→Ef:E\to E be a linear endomorphism of a finite-dimensional space EE.

  1. Show that if ff is invertible, then E=ker⁡f⊕Im⁡fE=\ker f\oplus\operatorname{Im} f.
  2. Show by an example that the converse is false.
  3. Show that the following are equivalent: (i) ker⁡f∩Im⁡f={0}\ker f\cap\operatorname{Im} f=\{0\}; (ii) ker⁡f2=ker⁡f\ker f^2=\ker f; (iii) E=ker⁡f⊕Im⁡fE=\ker f\oplus\operatorname{Im} f.
Hint

For (3), note that ker⁡f⊆ker⁡f2\ker f\subseteq\ker f^2 always. Use rank-nullity for (i)⇒\Rightarrow(iii).

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Solution

(1) If ff is invertible, then ker⁡f={0}\ker f=\{0\} and Im⁡f=E\operatorname{Im} f=E, so ker⁡f+Im⁡f=E\ker f+\operatorname{Im} f=E and ker⁡f∩Im⁡f={0}\ker f\cap\operatorname{Im} f=\{0\}.

(2) On R2\mathbb{R}^2, let p(x,y)=(x,0)p(x,y)=(x,0). Then ker⁡p=span⁡((0,1))\ker p=\operatorname{span}((0,1)), Im⁡p=span⁡((1,0))\operatorname{Im} p=\operatorname{span}((1,0)) and R2=ker⁡p⊕Im⁡p\mathbb{R}^2=\ker p\oplus\operatorname{Im} p, but pp is not invertible. (Any projection onto a proper subspace works.) So E=ker⁡f⊕Im⁡fE=\ker f\oplus\operatorname{Im} f does not imply that ff is invertible.

(3) (i)⇒\Rightarrow(ii). Let x∈ker⁡f2x\in\ker f^2. Then f(x)∈ker⁡f∩Im⁡f={0}f(x)\in\ker f\cap\operatorname{Im} f=\{0\}, so x∈ker⁡fx\in\ker f. With ker⁡f⊆ker⁡f2\ker f\subseteq\ker f^2, we get ker⁡f2=ker⁡f\ker f^2=\ker f.

(ii)⇒\Rightarrow(i). Let w∈ker⁡f∩Im⁡fw\in\ker f\cap\operatorname{Im} f, say w=f(y)w=f(y). Then f2(y)=f(w)=0f^2(y)=f(w)=0, so y∈ker⁡f2=ker⁡fy\in\ker f^2=\ker f and w=f(y)=0w=f(y)=0.

(i)⇒\Rightarrow(iii). By the dimension formula for a sum, dim⁡(ker⁡f+Im⁡f)=dim⁡ker⁡f+dim⁡Im⁡f−dim⁡(ker⁡f∩Im⁡f)=dim⁡ker⁡f+dim⁡Im⁡f=dim⁡E\dim(\ker f+\operatorname{Im} f)=\dim\ker f+\dim\operatorname{Im} f-\dim(\ker f\cap\operatorname{Im} f)=\dim\ker f+\dim\operatorname{Im} f=\dim E (rank-nullity). So ker⁡f+Im⁡f=E\ker f+\operatorname{Im} f=E, and the sum is direct since the intersection is {0}\{0\}.

(iii)⇒\Rightarrow(i). A direct sum has trivial intersection.

Conclusion. Invertibility implies E=ker⁡f⊕Im⁡fE=\ker f\oplus\operatorname{Im} f, but not conversely. The decomposition holds exactly when ker⁡f∩Im⁡f={0}\ker f\cap\operatorname{Im} f=\{0\}, equivalently ker⁡f2=ker⁡f\ker f^2=\ker f. For the nilpotent map of the previous exercise, ker⁡f∩Im⁡f≠{0}\ker f\cap\operatorname{Im} f\neq\{0\}, so the decomposition fails there.