Question
upstudy study bank question image url

Prove that any two bases of a finite dimensional vector space \( V(F) \) have the same number of elements.

Ask by Weston Bob. in India
Feb 04,2025

Real Tutor Solution

Tutor-Verified Answer

Answer

Any two bases of a finite-dimensional vector space have the same number of elements.

Solution

Sign in to Unlock Answers for Free!

A Learning Platform Trusted by Millions of Real Students and Teachers.

star-icon Unlock

Reviewed and approved by the UpStudy tutoring team

Beyond the Answer

To show that any two bases of a finite-dimensional vector space \( V \) over a field \( F \) have the same number of elements, we can proceed as follows: Assume \( B = \{ v_1, v_2, \ldots, v_n \} \) is a basis of \( V \), which means that \( B \) is a linearly independent set that spans \( V \) with \( n \) elements. Now, let \( B' = \{ u_1, u_2, \ldots, u_m \} \) be another basis of \( V \) with \( m \) elements. Since \( B' \) is a basis, it is also linearly independent and spans \( V \). To establish the relationship between \( n \) and \( m \), we can show two inequalities. First, since the set \( B' \) spans \( V \), each vector \( v_i \) in \( B \) can be expressed as a linear combination of the vectors in \( B' \). Because \( B' \) is linearly independent, this implies that the number of vectors \( m \) in \( B' \) must be at least \( n \): \[ m \geq n. \] Next, since \( B \) forms a basis, \( B' \) must also be expressible in terms of the vectors from \( B \), which gives us that each vector \( u_j \) in \( B' \) can be written as a linear combination of the vectors in \( B \). This suggests that the number of vectors \( n \) in \( B \) must also be sufficient to express the vectors in \( B' \), hence: \[ n \geq m. \] Combining these inequalities, we arrive at: \[ m \leq n \quad \text{and} \quad n \leq m. \] Thus, it follows that: \[ m = n. \] As a result, any two bases of a finite-dimensional vector space have the same number of elements, thereby completing the proof!

Try Premium now!
Try Premium and ask Thoth AI unlimited math questions now!
Maybe later Go Premium
Study can be a real struggle
Why not UpStudy it?
Select your plan below
Premium

You can enjoy

Start now
  • Step-by-step explanations
  • 24/7 expert live tutors
  • Unlimited number of questions
  • No interruptions
  • Full access to Answer and Solution
  • Full Access to PDF Chat, UpStudy Chat, Browsing Chat
Basic

Totally free but limited

  • Limited Solution
Welcome to UpStudy!
Please sign in to continue the Thoth AI Chat journey
Continue with Email
Or continue with
By clicking “Sign in”, you agree to our Terms of Use & Privacy Policy