Math Problem Statement
Suppose 𝑣1 , … , 𝑣𝑚 is a list of vectors in 𝑉. For 𝑘 ∈ {1, … , 𝑚}, let 𝑤𝑘 = 𝑣1 + ⋯ + 𝑣𝑘 . Show that span(𝑣1 , … , 𝑣𝑚) = span(𝑤1 , … , 𝑤𝑚).
Solution
To show that , we need to prove that each span is contained in the other:
Definitions:
- Given vectors , define for each .
- We aim to show that and .
1. Show :
Take any vector in the span of . A generic vector in this span can be written as: We want to express this vector as a linear combination of .
Observe the following: Using these, we can express as: This shows that is a linear combination of , proving that .
Therefore, .
2. Show :
Now take any vector in the span of . A generic vector in this span can be written as: We want to express this vector as a linear combination of .
Substitute into the expression for : This shows that is a linear combination of , proving that .
Therefore, .
Conclusion:
Since and , we conclude that:
Would you like more details or have any further questions?
Here are five related questions for further exploration:
- How can this result be used in the context of basis transformations?
- What is the relationship between the spans if the vectors are linearly dependent?
- How does the span change if we modify the definition of to with arbitrary coefficients?
- What happens to the span equality if are eigenvectors of a linear operator?
- How would this result apply to vectors in an infinite-dimensional vector space?
Tip: When manipulating spans, carefully consider how you can express each vector in one span as a linear combination of vectors in the other span to establish equality.
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Math Problem Analysis
Mathematical Concepts
Vector Spaces
Linear Span
Linear Independence
Formulas
-
Theorems
Spanning Set Theorem
Suitable Grade Level
Advanced Undergraduate
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