Math Problem Statement

2 points

Let the set {(a,b),(c,d)}{(a,b),(c,d)} be a linearly independent subset of R2R2. Choose the set of correct options.

{(a,b,0),(c,d,0)}{(a,b,0),(c,d,0)} must be a linearly independent subset of R3R3.

{(a,b,0),(c,d,0),(0,0,1)}{(a,b,0),(c,d,0),(0,0,1)} must be a linearly independent subset of R3R3.

{(a,b,0),(c,d,0),(1,0,0)}{(a,b,0),(c,d,0),(1,0,0)} must be a linearly independent subset of R3R3.

{(a,b,0),(c,d,0),(0,1,0)}{(a,b,0),(c,d,0),(0,1,0)} must be a linearly independent subset of R3R3

Solution

Let’s analyze each option in detail, keeping in mind that a set of vectors is linearly independent if the only solution to the linear combination equaling the zero vector is when all the coefficients are zero.

Given that {(a,b),(c,d)}\{(a,b), (c,d)\} is linearly independent in R2\mathbb{R}^2, we know that there are no non-trivial solutions to the equation:

x1(a,b)+x2(c,d)=(0,0)x_1(a, b) + x_2(c, d) = (0, 0) which implies that x1=x2=0x_1 = x_2 = 0.

Now, we consider each set in R3\mathbb{R}^3:

1. {(a,b,0),(c,d,0)}\{(a,b,0), (c,d,0)\}

In R3\mathbb{R}^3, this is equivalent to the following equation for linear dependence:

x1(a,b,0)+x2(c,d,0)=(0,0,0)x_1(a, b, 0) + x_2(c, d, 0) = (0, 0, 0) The third component for both vectors is 0, meaning the problem reduces to checking the linear independence of (a,b)(a,b) and (c,d)(c,d) in R2\mathbb{R}^2, which we know is already linearly independent. Thus, {(a,b,0),(c,d,0)}\{(a,b,0), (c,d,0)\} is linearly independent in R3\mathbb{R}^3.

Conclusion: This set must be linearly independent.

2. {(a,b,0),(c,d,0),(0,0,1)}\{(a,b,0), (c,d,0), (0,0,1)\}

Now we check if adding the vector (0,0,1)(0,0,1) preserves linear independence:

x1(a,b,0)+x2(c,d,0)+x3(0,0,1)=(0,0,0)x_1(a, b, 0) + x_2(c, d, 0) + x_3(0, 0, 1) = (0, 0, 0) The third component forces x3=0x_3 = 0. This reduces the problem to:

x1(a,b)+x2(c,d)=(0,0)x_1(a, b) + x_2(c, d) = (0, 0) Since (a,b)(a,b) and (c,d)(c,d) are linearly independent, we conclude that x1=x2=0x_1 = x_2 = 0. Therefore, the entire set is linearly independent.

Conclusion: This set must be linearly independent.

3. {(a,b,0),(c,d,0),(1,0,0)}\{(a,b,0), (c,d,0), (1,0,0)\}

Next, consider the vector (1,0,0)(1,0,0):

x1(a,b,0)+x2(c,d,0)+x3(1,0,0)=(0,0,0)x_1(a, b, 0) + x_2(c, d, 0) + x_3(1, 0, 0) = (0, 0, 0) The third component forces x1=x2=0x_1 = x_2 = 0. Then we have x3(1,0,0)=(0,0,0)x_3(1, 0, 0) = (0, 0, 0), which implies x3=0x_3 = 0.

Thus, all coefficients are zero, so the set is linearly independent.

Conclusion: This set must be linearly independent.

4. {(a,b,0),(c,d,0),(0,1,0)}\{(a,b,0), (c,d,0), (0,1,0)\}

Finally, consider the vector (0,1,0)(0,1,0):

x1(a,b,0)+x2(c,d,0)+x3(0,1,0)=(0,0,0)x_1(a, b, 0) + x_2(c, d, 0) + x_3(0, 1, 0) = (0, 0, 0) The third component forces x1=x2=0x_1 = x_2 = 0, and the second component forces x3=0x_3 = 0. Hence, the set is linearly independent.

Conclusion: This set must be linearly independent.

Final Answer:

The following sets must be linearly independent in R3\mathbb{R}^3:

  • {(a,b,0),(c,d,0)}\{(a,b,0), (c,d,0)\}
  • {(a,b,0),(c,d,0),(0,0,1)}\{(a,b,0), (c,d,0), (0,0,1)\}
  • {(a,b,0),(c,d,0),(1,0,0)}\{(a,b,0), (c,d,0), (1,0,0)\}
  • {(a,b,0),(c,d,0),(0,1,0)}\{(a,b,0), (c,d,0), (0,1,0)\}

Do you need more details or have any questions? Here are some follow-up questions you might consider:

  1. How do we define linear independence in higher-dimensional spaces?
  2. Why is the vector (0,0,1)(0, 0, 1) in R3\mathbb{R}^3 automatically independent of the other two vectors?
  3. Can a set of more than two vectors in R2\mathbb{R}^2 ever be linearly independent?
  4. How can we generalize the idea of linear independence to larger sets of vectors in Rn\mathbb{R}^n?
  5. What happens to linear independence if one of the vectors is a linear combination of the others?

Tip: Always check the third components in R3\mathbb{R}^3 when vectors are extended from R2\mathbb{R}^2. If they’re non-zero and the original vectors are independent, you are likely maintaining independence.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Linear Independence
Vector Spaces
R^3
R^2

Formulas

x1(a, b) + x2(c, d) = (0, 0)
x1(a, b, 0) + x2(c, d, 0) + x3(0, 0, 1) = (0, 0, 0)

Theorems

Linear Independence Theorem
Vector Space Theorem

Suitable Grade Level

College-Level (Linear Algebra)