Math Problem Statement
Show that the subspace U of R4 spanned by the vectors u1 = (12 13)u2 = (241 2) and u3 = (363 7) and the subspace W of R4 spanned by the vectors v1 = (12 411) and v2 =(24 514) are equal; that is, U = W.
Solution
To show that the subspaces and of are equal, we need to demonstrate that both subspaces contain the same set of vectors. Specifically, we must show that:
- Every vector in is also in (i.e., ),
- Every vector in is also in (i.e., ).
Step 1: Write down the vectors for each subspace.
-
Subspace is spanned by the vectors:
-
Subspace is spanned by the vectors:
Step 2: Express vectors in and .
Each vector in is a linear combination of , , and , while each vector in is a linear combination of and .
For , any vector can be written as: where .
For , any vector can be written as: where .
Step 3: Set up the linear independence and span relationship.
To prove , we will first show that the vectors are linear combinations of and (i.e., ), and then we will show that the vectors and are linear combinations of (i.e., ).
Step 4: Solve for such that are linear combinations of and .
Let’s start by writing down the equations for each of the s as linear combinations of and .
Equation for :
This gives the system of equations:
Equation for :
This gives the system of equations:
Equation for :
This gives the system of equations:
Step 5: Solve these systems to determine .
You can solve these linear systems using matrix methods (Gaussian elimination, for example) to find the coefficients . If solutions exist, then are indeed linear combinations of and , meaning .
Step 6: Solve for such that are linear combinations of .
We can repeat the process, but in reverse, and show that and can be written as linear combinations of . If these solutions exist, then .
Conclusion:
If both steps (showing and ) succeed, then , and the two subspaces are indeed equal.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Vector Spaces
Subspaces
Linear Combinations
Linear Independence
Formulas
Linear Combination: v = c1 * v1 + c2 * v2 + ...
Theorems
Subspace Equality
Linear Independence
Span of Vectors
Suitable Grade Level
Grades 11-12
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