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 UU and WW of R4\mathbb{R}^4 are equal, we need to demonstrate that both subspaces contain the same set of vectors. Specifically, we must show that:

  1. Every vector in UU is also in WW (i.e., UWU \subseteq W),
  2. Every vector in WW is also in UU (i.e., WUW \subseteq U).

Step 1: Write down the vectors for each subspace.

  • Subspace UU is spanned by the vectors: u1=(12,13),u2=(241,2),u3=(363,7)u_1 = (12, 13), \quad u_2 = (241, 2), \quad u_3 = (363, 7)

  • Subspace WW is spanned by the vectors: v1=(12,411),v2=(24,514)v_1 = (12, 411), \quad v_2 = (24, 514)

Step 2: Express vectors in UU and WW.

Each vector in UU is a linear combination of u1u_1, u2u_2, and u3u_3, while each vector in WW is a linear combination of v1v_1 and v2v_2.

For UU, any vector uU\mathbf{u} \in U can be written as: u=c1u1+c2u2+c3u3\mathbf{u} = c_1 u_1 + c_2 u_2 + c_3 u_3 where c1,c2,c3Rc_1, c_2, c_3 \in \mathbb{R}.

For WW, any vector wW\mathbf{w} \in W can be written as: w=d1v1+d2v2\mathbf{w} = d_1 v_1 + d_2 v_2 where d1,d2Rd_1, d_2 \in \mathbb{R}.

Step 3: Set up the linear independence and span relationship.

To prove U=WU = W, we will first show that the vectors u1,u2,u3u_1, u_2, u_3 are linear combinations of v1v_1 and v2v_2 (i.e., UWU \subseteq W), and then we will show that the vectors v1v_1 and v2v_2 are linear combinations of u1,u2,u3u_1, u_2, u_3 (i.e., WUW \subseteq U).

Step 4: Solve for c1,c2,c3c_1, c_2, c_3 such that u1,u2,u3u_1, u_2, u_3 are linear combinations of v1v_1 and v2v_2.

Let’s start by writing down the equations for each of the uiu_is as linear combinations of v1v_1 and v2v_2.

Equation for u1u_1:

u1=c1v1+c2v2u_1 = c_1 v_1 + c_2 v_2 (12,13)=c1(12,411)+c2(24,514)(12, 13) = c_1 (12, 411) + c_2 (24, 514) This gives the system of equations: 12c1+24c2=12(1)12c_1 + 24c_2 = 12 \quad \text{(1)} 411c1+514c2=13(2)411c_1 + 514c_2 = 13 \quad \text{(2)}

Equation for u2u_2:

u2=c3v1+c4v2u_2 = c_3 v_1 + c_4 v_2 (241,2)=c3(12,411)+c4(24,514)(241, 2) = c_3 (12, 411) + c_4 (24, 514) This gives the system of equations: 12c3+24c4=241(3)12c_3 + 24c_4 = 241 \quad \text{(3)} 411c3+514c4=2(4)411c_3 + 514c_4 = 2 \quad \text{(4)}

Equation for u3u_3:

u3=c5v1+c6v2u_3 = c_5 v_1 + c_6 v_2 (363,7)=c5(12,411)+c6(24,514)(363, 7) = c_5 (12, 411) + c_6 (24, 514) This gives the system of equations: 12c5+24c6=363(5)12c_5 + 24c_6 = 363 \quad \text{(5)} 411c5+514c6=7(6)411c_5 + 514c_6 = 7 \quad \text{(6)}

Step 5: Solve these systems to determine c1,c2,c3,c4,c5,c6c_1, c_2, c_3, c_4, c_5, c_6.

You can solve these linear systems using matrix methods (Gaussian elimination, for example) to find the coefficients c1,c2,,c6c_1, c_2, \dots, c_6. If solutions exist, then u1,u2,u3u_1, u_2, u_3 are indeed linear combinations of v1v_1 and v2v_2, meaning UWU \subseteq W.

Step 6: Solve for d1,d2d_1, d_2 such that v1,v2v_1, v_2 are linear combinations of u1,u2,u3u_1, u_2, u_3.

We can repeat the process, but in reverse, and show that v1v_1 and v2v_2 can be written as linear combinations of u1,u2,u3u_1, u_2, u_3. If these solutions exist, then WUW \subseteq U.

Conclusion:

If both steps (showing UWU \subseteq W and WUW \subseteq U) succeed, then U=WU = W, 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