Linear Algebra Let \( V \) be a vector space with a basis \( B = \{ b_1, \ldots, b_n \} \). Find the \( B \)-matrix for the identity transformation \( I: V \to V \).---What is the \( B \)-matrix for the identity transformation \( I \)?- A. The matrix is \(\left[ b_1 \, b_2 \, \ldots \, b_n \right]^{-1}\).- B. The matrix is \(\left[ b_1 \, b_2 \, \ldots \, b_n \right]^{T}\).- C. The matrix is \(\left[ b_1 \, b_2 \, \ldots \, b_n \right]\).- D. The matrix is the \( n \times n \) identity matrix.

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Answered: Let V be a vector space with a basis B…

Advanced Engineering Mathematics

10th Edition

ISBN:9780470458365

Author:Erwin Kreyszig

Publisher:Erwin Kreyszig

Chapter2: Second-order Linear Odes

Section: Chapter Questions

Problem 1RQ

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Linear Algebra

Let \( V \) be a vector space with a basis \( B = \{ b_1, \ldots, b_n \} \). Find the \( B \)-matrix for the identity transformation \( I: V \to V \).

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What is the \( B \)-matrix for the identity transformation \( I \)?

- A. The matrix is \(\left[ b_1 \, b_2 \, \ldots \, b_n \right]^{-1}\).

- B. The matrix is \(\left[ b_1 \, b_2 \, \ldots \, b_n \right]^{T}\).

- C. The matrix is \(\left[ b_1 \, b_2 \, \ldots \, b_n \right]\).

- D. The matrix is the \( n \times n \) identity matrix.

Branch of mathematics concerned with mathematical structures that are closed under operations like addition and scalar multiplication. It is the study of linear combinations, vector spaces, lines and planes, and some mappings that are used to perform linear transformations. Linear algebra also includes vectors, matrices, and linear functions. It has many applications from mathematical physics to modern algebra and coding theory.

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