Math Problem Statement

If {v1,v2,v3}{v1​,v2​,v3​} forms a basis of R3R3, then which of the following are true?

{v1,v2,v1+v3}{v1​,v2​,v1​+v3​} forms a basis of R3R3.

{v1,v1+v2,v1+v3}{v1​,v1​+v2​,v1​+v3​} forms a basis of R3R3.

{v1,v1+v2,v1−v3}{v1​,v1​+v2​,v1​−v3​} forms a basis of R3R3.

{v1,v1−v2,v1−v3}{v1​,v1​−v2​,v1​−v3​} forms a basis of R3R3.

Solution

We are tasked with determining whether each set of vectors forms a basis for R3\mathbb{R}^3. Since we are given that {v1,v2,v3}\{v_1, v_2, v_3\} forms a basis of R3\mathbb{R}^3, we know that v1,v2,v3v_1, v_2, v_3 are linearly independent and span the vector space R3\mathbb{R}^3.

Key points to check:

  1. A set of vectors forms a basis for R3\mathbb{R}^3 if and only if the vectors are linearly independent and there are exactly 3 vectors.
  2. Linear independence means no vector in the set can be written as a linear combination of the others.

Let's examine each set of vectors to see if they form a basis.


1. Set: {v1,v2,v1+v3}\{v_1, v_2, v_1 + v_3\}

  • Consider the linear combination: c1v1+c2v2+c3(v1+v3)=0c_1 v_1 + c_2 v_2 + c_3 (v_1 + v_3) = 0 Expanding this equation: c1v1+c2v2+c3v1+c3v3=0c_1 v_1 + c_2 v_2 + c_3 v_1 + c_3 v_3 = 0 Grouping like terms: (c1+c3)v1+c2v2+c3v3=0(c_1 + c_3) v_1 + c_2 v_2 + c_3 v_3 = 0 Since v1,v2,v3v_1, v_2, v_3 are linearly independent, the only solution to this equation is: c1+c3=0,c2=0,c3=0c_1 + c_3 = 0, \quad c_2 = 0, \quad c_3 = 0 From c1+c3=0c_1 + c_3 = 0, we get c1=0c_1 = 0 and c3=0c_3 = 0, and since c2=0c_2 = 0, the vectors are linearly independent.

    Conclusion: True — The set {v1,v2,v1+v3}\{v_1, v_2, v_1 + v_3\} forms a basis of R3\mathbb{R}^3.


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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Vector Spaces
Linear Independence
Basis

Formulas

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Theorems

Basis Theorem
Linear Independence Criterion

Suitable Grade Level

College Level (Linear Algebra)