Math Problem Statement
Suppose a,b,c,d and w,x,y,z are two sets of vectors in some vector space V over the real numbers.
If a,b,c,d spans V and w,x,y,z spans V then the collection a+w, b+x, c+y, d+z spans V.
Solution
Yes, the collection spans . Here’s why:
Given:
- The vectors span .
- The vectors span . This means:
- Any vector in can be written as a linear combination of .
- Any vector in can also be written as a linear combination of .
Objective:
Prove that the set spans .
Proof Outline:
Since span , any vector can be written as: for some scalars .
Similarly, since also span , any vector can be written as: for some scalars .
Step-by-Step Argument:
Consider any vector . Because both sets and span , we know that: and Now, observe that you can combine the vectors in the set linearly as follows: This expands as: Which can be written as: Since span , and span , this is simply a linear combination of the vectors from both sets. Therefore, any vector in can be written as a linear combination of the vectors .
Thus, the set spans .
Conclusion:
The collection indeed spans .
Let me know if you'd like further clarification or additional details!
Follow-up Questions:
- How can we prove that a smaller subset of vectors spans a vector space?
- What happens if we have fewer than 4 vectors but still span ?
- Can we say the same about the span of vectors in complex vector spaces?
- How do you prove that two different sets of vectors span the same space?
- If a set of vectors does not span a space, what can we say about their linear dependence?
Tip:
Whenever you're dealing with spanning sets, remember that a linear combination of vectors from two different spanning sets will always span the same space.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Vector Spaces
Spanning Sets
Linear Combinations
Formulas
v = α1a + α2b + α3c + α4d
v' = β1w + β2x + β3y + β4z
(α1)(a + w) + (α2)(b + x) + (α3)(c + y) + (α4)(d + z)
Theorems
Spanning Sets Theorem
Linear Combination Theorem
Suitable Grade Level
Grades 11-12
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