Linear Algebra and Its Applications (5th Edition)

Published by Pearson
ISBN 10: 032198238X
ISBN 13: 978-0-32198-238-4

Chapter 4 - Vector Spaces - 4.1 Exercises - Page 199: 33

Answer

See explanation

Work Step by Step

To show that 𝐻+𝐾 is a subspace of 𝑉, we need to verify the three conditions for a subset to be a subspace: 1) The set 𝐻+𝐾 contains the zero vector. 2) 𝐻+𝐾 is closed under vector addition. 3) 𝐻+𝐾 is closed under scalar multiplication. Proof: 1. 𝐻+𝐾 contains the zero vector: Since 𝐻 and 𝐾 are subspaces of V, they both contain the zero vector (0∈ and (0∈𝐾). By the definition of 𝐻+𝐾, we can write: 𝑤=𝑢+𝑣, where 𝑢∈𝐻 and 𝑣∈𝐾. Let 𝑢=0 (from 𝐻) and 𝑣=0 (from 𝐾). Then: 𝑤=0+0=0. Thus, 0∈𝐻+𝐾. 2. 𝐻+𝐾 is closed under addition: Let 𝑤1,𝑤2∈𝐻+𝐾. By definition, there exist 𝑢1,𝑢2∈𝐻 and 𝑣1,𝑣2∈𝐾 such that: 𝑤1=𝑢1+𝑣1 and 𝑤2=𝑢2+𝑣2. Now, adding 𝑤1 and 𝑤2: 𝑤1+𝑤2=(𝑢1+𝑣1)+(𝑢2+𝑣2). Rearranging terms: 𝑤1+𝑤2=(𝑢1+𝑢2)+(𝑣1+𝑣2). Since 𝐻 and 𝐾 are subspaces, 𝑢1+𝑢2∈𝐻 and 𝑣1+𝑣2∈𝐾. Therefore: 𝑤1+𝑤2∈𝐻+𝐾. Hence, 𝐻+𝐾 is closed under addition. 3. 𝐻+𝐾 is closed under scalar multiplication: Let 𝑤∈𝐻+𝐾 and 𝑐∈𝑅 (or 𝐹, depending on the field). By definition, there exist 𝑢∈𝐻 and 𝑣∈𝐾 such that: 𝑤=𝑢+𝑣. Now, multiplying 𝑤 by 𝑐: 𝑐𝑤=𝑐(𝑢+𝑣)=𝑐𝑢+𝑐𝑣. Since 𝐻 and 𝐾 are subspaces, 𝑐𝑢∈𝐻 and 𝑐𝑣∈𝐾. Therefore: 𝑐𝑤∈𝐻+𝐾. Thus, 𝐻+𝐾 is closed under scalar multiplication. Conclusion: Since 𝐻+𝐾 satisfies all three conditions, we conclude that 𝐻+𝐾 is a subspace of 𝑉.
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