- #1
zenterix
- 708
- 84
- Homework Statement
- Axler, "Linear Algebra Done Right", Problem 8 Section 3D
Suppose ##V## is finite-dimensional and ##T:V\to W## is a surjective linear map of ##V## onto ##W##. Prove that there is a subspace ##U## of ##V## such that ##T|_U## is an isomorphism of ##U## onto ##W##. (Here ##T|_U## means the function ##T## restricted to ##U##. In other words, ##T|_U## is the function whose domain is ##U## with ##T|_U## defined by ##T|_U(u)=Tu## for every ##u\in U##.)
- Relevant Equations
- Since ##T## is surjective then ##\text{range}(T)=W##.
I will use a proof by cases.
Case 1: dim V = dim W
Then ##T=T|_V## is an isomorphism of ##V## onto ##W##. The reason for this is that it is possible to prove that if ##T## is surjective, which it is, then it is also injective and so it is invertible (hence an isomorphism).
Case 2: dim V < dim W
This case is impossible because a linear map to a larger dimensional space is not surjective.
Case 3: dim V > dim W
$$\text{dim} V = \text{dim null} T + \text{dim range} T = \text{dim null} T+\text{dim} W$$
Let ##U## be such that ##V=U \bigoplus \text{null} T##, that is, the complement of ##\text{null} T##.
Then
$$\text{dim} U + \text{dim null} T = \text{dim} V$$
$$\text{dim} U = \text{dim} W$$
##U## and ##W## are isomorphic and ##T|_U\in L(U,W)## is an isomorphism because it is surjective
Pictorially, we have something like
In each case, we can infer the desired result.
Case 1: dim V = dim W
Then ##T=T|_V## is an isomorphism of ##V## onto ##W##. The reason for this is that it is possible to prove that if ##T## is surjective, which it is, then it is also injective and so it is invertible (hence an isomorphism).
Case 2: dim V < dim W
This case is impossible because a linear map to a larger dimensional space is not surjective.
Case 3: dim V > dim W
$$\text{dim} V = \text{dim null} T + \text{dim range} T = \text{dim null} T+\text{dim} W$$
Let ##U## be such that ##V=U \bigoplus \text{null} T##, that is, the complement of ##\text{null} T##.
Then
$$\text{dim} U + \text{dim null} T = \text{dim} V$$
$$\text{dim} U = \text{dim} W$$
##U## and ##W## are isomorphic and ##T|_U\in L(U,W)## is an isomorphism because it is surjective
Pictorially, we have something like
In each case, we can infer the desired result.
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