Math Problem Statement

Given a homogeneous linear system over R with four equations and three unknowns. It is known that the vectors v1 = [1, -1, 0] and v2 = [1, 1, 1] are solutions to the system. Determine if the vectors v = [1, -5, -2] and v = [1, -5, 1] are solutions to the system.

Solution

Let's break down the problem:

You are given a homogeneous linear system over R\mathbb{R} with four equations and three unknowns. It is known that the vectors v1=[110]andv2=[111]\mathbf{v_1} = \begin{bmatrix} 1 \\ -1 \\ 0 \end{bmatrix} \quad \text{and} \quad \mathbf{v_2} = \begin{bmatrix} 1 \\ 1 \\ 1 \end{bmatrix} are solutions to the system.

The questions are:

  1. Can we determine if the vector v=[152]\mathbf{v} = \begin{bmatrix} 1 \\ -5 \\ -2 \end{bmatrix} is a solution to the system?
  2. Can we determine if the vector v=[151]\mathbf{v} = \begin{bmatrix} 1 \\ -5 \\ 1 \end{bmatrix} is a solution to the system?

Solution Approach

Since this is a homogeneous system, any solution vector v\mathbf{v} must be a linear combination of v1\mathbf{v_1} and v2\mathbf{v_2} to satisfy the system. To determine if a vector is a solution, we need to check if it can be expressed as v=av1+bv2\mathbf{v} = a \mathbf{v_1} + b \mathbf{v_2} for some scalars aa and bb.

  1. For v=[152]\mathbf{v} = \begin{bmatrix} 1 \\ -5 \\ -2 \end{bmatrix}:

    • Set up the equation: a[110]+b[111]=[152]a \begin{bmatrix} 1 \\ -1 \\ 0 \end{bmatrix} + b \begin{bmatrix} 1 \\ 1 \\ 1 \end{bmatrix} = \begin{bmatrix} 1 \\ -5 \\ -2 \end{bmatrix}
    • This gives the system: a+b=1a + b = 1 a+b=5-a + b = -5 b=2b = -2
    • Solving this system will reveal if such aa and bb exist.
  2. For v=[151]\mathbf{v} = \begin{bmatrix} 1 \\ -5 \\ 1 \end{bmatrix}:

    • Set up the equation similarly: a[110]+b[111]=[151]a \begin{bmatrix} 1 \\ -1 \\ 0 \end{bmatrix} + b \begin{bmatrix} 1 \\ 1 \\ 1 \end{bmatrix} = \begin{bmatrix} 1 \\ -5 \\ 1 \end{bmatrix}
    • This gives the system: a+b=1a + b = 1 a+b=5-a + b = -5 b=1b = 1
    • Solve this system to determine if such aa and bb exist.

Let me calculate these values for clarity.The solutions to the two questions are as follows:

  1. For the vector v=[152]\mathbf{v} = \begin{bmatrix} 1 \\ -5 \\ -2 \end{bmatrix}:

    • We found that a=3a = 3 and b=2b = -2 satisfy the system of equations. Therefore, this vector can be expressed as a linear combination of v1\mathbf{v_1} and v2\mathbf{v_2}, and it is a solution to the system.
  2. For the vector v=[151]\mathbf{v} = \begin{bmatrix} 1 \\ -5 \\ 1 \end{bmatrix}:

    • There is no solution for aa and bb that satisfies the system of equations. Thus, this vector cannot be expressed as a linear combination of v1\mathbf{v_1} and v2\mathbf{v_2}, and it is not a solution to the system.

Would you like further details or have any questions?

Here are some related questions to explore further:

  1. How do you determine if a vector is a solution to a homogeneous system?
  2. What are the properties of homogeneous systems in linear algebra?
  3. Can a homogeneous system with more equations than unknowns have non-trivial solutions?
  4. How does linear dependence between vectors affect the solution set of a system?
  5. What are the implications of a solution being expressible as a linear combination of basis vectors?

Tip: In a homogeneous system, if you know some solutions, any linear combination of these solutions will also be a solution.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Homogeneous Linear System
Vector Spaces
Linear Combinations

Formulas

Linear combination equation: v = a*v1 + b*v2

Theorems

Homogeneous Linear System Theorem
Linear Independence and Dependence of Vectors

Suitable Grade Level

Undergraduate