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Exercise 2.A.14
Answers
Proof. Suppose is infinite-dimensional. Choose any positive integer and consider the following process
- Step 1: Choose a non-zero vector in .
- Step j: Because is infinite-dimensional, it follows that doesn’t span . Hence, there is a vector such that . Therefore is a linearly independent list in . If stop the process.
After step , the process stops and we have constructed a linearly independent list of length .
For the converse, we will prove the contrapositive. Suppose that is finite-dimensional and spans . By 2.23, we cannot have a linearly independent list of arbitrary length (specifically, it cannot be greater than ).
Therefore, by modus tollens, if we can have a linearly independent list in of arbitrary length, then is infinite-dimensional. □