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 a+w,b+x,c+y,d+za + w, b + x, c + y, d + z spans VV. Here’s why:

Given:

  • The vectors a,b,c,da, b, c, d span VV.
  • The vectors w,x,y,zw, x, y, z span VV. This means:
  • Any vector in VV can be written as a linear combination of a,b,c,da, b, c, d.
  • Any vector in VV can also be written as a linear combination of w,x,y,zw, x, y, z.

Objective:

Prove that the set {a+w,b+x,c+y,d+z}\{a + w, b + x, c + y, d + z\} spans VV.

Proof Outline:

Since a,b,c,da, b, c, d span VV, any vector vVv \in V can be written as: v=α1a+α2b+α3c+α4dv = \alpha_1 a + \alpha_2 b + \alpha_3 c + \alpha_4 d for some scalars α1,α2,α3,α4R\alpha_1, \alpha_2, \alpha_3, \alpha_4 \in \mathbb{R}.

Similarly, since w,x,y,zw, x, y, z also span VV, any vector vVv' \in V can be written as: v=β1w+β2x+β3y+β4zv' = \beta_1 w + \beta_2 x + \beta_3 y + \beta_4 z for some scalars β1,β2,β3,β4R\beta_1, \beta_2, \beta_3, \beta_4 \in \mathbb{R}.

Step-by-Step Argument:

Consider any vector vVv \in V. Because both sets {a,b,c,d}\{a, b, c, d\} and {w,x,y,z}\{w, x, y, z\} span VV, we know that: v=α1a+α2b+α3c+α4dv = \alpha_1 a + \alpha_2 b + \alpha_3 c + \alpha_4 d and v=β1w+β2x+β3y+β4zv = \beta_1 w + \beta_2 x + \beta_3 y + \beta_4 z Now, observe that you can combine the vectors in the set {a+w,b+x,c+y,d+z}\{a+w, b+x, c+y, d+z\} linearly as follows: (α1)(a+w)+(α2)(b+x)+(α3)(c+y)+(α4)(d+z)(\alpha_1)(a + w) + (\alpha_2)(b + x) + (\alpha_3)(c + y) + (\alpha_4)(d + z) This expands as: α1a+α1w+α2b+α2x+α3c+α3y+α4d+α4z\alpha_1 a + \alpha_1 w + \alpha_2 b + \alpha_2 x + \alpha_3 c + \alpha_3 y + \alpha_4 d + \alpha_4 z Which can be written as: (α1a+α2b+α3c+α4d)+(α1w+α2x+α3y+α4z)(\alpha_1 a + \alpha_2 b + \alpha_3 c + \alpha_4 d) + (\alpha_1 w + \alpha_2 x + \alpha_3 y + \alpha_4 z) Since a,b,c,da, b, c, d span VV, and w,x,y,zw, x, y, z span VV, this is simply a linear combination of the vectors from both sets. Therefore, any vector in VV can be written as a linear combination of the vectors a+w,b+x,c+y,d+za + w, b + x, c + y, d + z.

Thus, the set {a+w,b+x,c+y,d+z}\{a + w, b + x, c + y, d + z\} spans VV.

Conclusion:

The collection a+w,b+x,c+y,d+za + w, b + x, c + y, d + z indeed spans VV.


Let me know if you'd like further clarification or additional details!

Follow-up Questions:

  1. How can we prove that a smaller subset of vectors spans a vector space?
  2. What happens if we have fewer than 4 vectors but still span VV?
  3. Can we say the same about the span of vectors in complex vector spaces?
  4. How do you prove that two different sets of vectors span the same space?
  5. 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