Advanced Engineering Mathematics
Advanced Engineering Mathematics
10th Edition
ISBN: 9780470458365
Author: Erwin Kreyszig
Publisher: Wiley, John & Sons, Incorporated
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### Definition
Let \( V \) be a vector space and \( U_1, U_2, \ldots, U_k \) be subspaces of \( V \). Then \( V \) is said to be a *direct sum* of subspaces \( U_1, U_2, \ldots, U_k \), denoted by \( V = U_1 \oplus U_2 \oplus \cdots \oplus U_k \), if the following two conditions hold:
1. \( V = U_1 + U_2 + \cdots + U_k \);
2. For every \( \mathbf{v} \in V \), there exist *unique* vectors \( \mathbf{u}_i \in U_i \), \( 1 \leq i \leq k \), such that \( \mathbf{v} = \mathbf{u}_1 + \cdots + \mathbf{u}_k \).

### Problems
9. (a) Suppose that \( U_1, \ldots, U_k \) are subspaces of \( V \). Prove that \( V = U_1 \oplus \cdots \oplus U_k \) if and only if the following two conditions hold:
   1. \( V = U_1 + \cdots + U_k \). *Proved.*
   2. The only way to write \( \mathbf{0}_V \) as a sum of \( \mathbf{u}_1 + \cdots + \mathbf{u}_k \), where each \( \mathbf{u}_j \in U_j \), is by taking all \( \mathbf{u}_j \) equal to zero. *Proved.*

(b) Suppose that \( V \) is a finite dimensional vector space, with \( \dim(V) = n \). Prove that there exist 1-dimensional subspaces \( U_1, \ldots, U_n \) of \( V \) such that
   \[
   V = U_1 \oplus U_2 \oplus \cdots \oplus U_n.
   \]
   *Proved.*

(c) Give an example to show that condition (ii) (in the definition) cannot be replaced with \( U_i \cap U_j = \{ \mathbf{0}_V \} \), for
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Transcribed Image Text:### Definition Let \( V \) be a vector space and \( U_1, U_2, \ldots, U_k \) be subspaces of \( V \). Then \( V \) is said to be a *direct sum* of subspaces \( U_1, U_2, \ldots, U_k \), denoted by \( V = U_1 \oplus U_2 \oplus \cdots \oplus U_k \), if the following two conditions hold: 1. \( V = U_1 + U_2 + \cdots + U_k \); 2. For every \( \mathbf{v} \in V \), there exist *unique* vectors \( \mathbf{u}_i \in U_i \), \( 1 \leq i \leq k \), such that \( \mathbf{v} = \mathbf{u}_1 + \cdots + \mathbf{u}_k \). ### Problems 9. (a) Suppose that \( U_1, \ldots, U_k \) are subspaces of \( V \). Prove that \( V = U_1 \oplus \cdots \oplus U_k \) if and only if the following two conditions hold: 1. \( V = U_1 + \cdots + U_k \). *Proved.* 2. The only way to write \( \mathbf{0}_V \) as a sum of \( \mathbf{u}_1 + \cdots + \mathbf{u}_k \), where each \( \mathbf{u}_j \in U_j \), is by taking all \( \mathbf{u}_j \) equal to zero. *Proved.* (b) Suppose that \( V \) is a finite dimensional vector space, with \( \dim(V) = n \). Prove that there exist 1-dimensional subspaces \( U_1, \ldots, U_n \) of \( V \) such that \[ V = U_1 \oplus U_2 \oplus \cdots \oplus U_n. \] *Proved.* (c) Give an example to show that condition (ii) (in the definition) cannot be replaced with \( U_i \cap U_j = \{ \mathbf{0}_V \} \), for
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