Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-oxford/2021/prelims/mathematics-i/3/b/solution

For , its image of a linear map is exactly . Consequently is surjective if and only if are a spanning set for .
If the vectors are linearly independent and , then , so for all . Hence is injective. Conversely, if is injective, any relation says and thus , proving linear independence.
Combining both equivalences gives
A basis is therefore exactly a choice of vectors giving existence and uniqueness of coordinates, expressed by a bijection.

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