Math Problem Statement

Given a homogeneous linear system over ℝ with four equations and three unknowns, where two vectors \( v_1 = \begin{bmatrix} 1 \\ -1 \\ 0 \end{bmatrix} \) and \( v_2 = \begin{bmatrix} 1 \\ 1 \\ 1 \end{bmatrix} \) are solutions to the system. Determine if the vectors \( v = \begin{bmatrix} 1 \\ -5 \\ -2 \end{bmatrix} \) and \( v = \begin{bmatrix} 1 \\ -5 \\ 1 \end{bmatrix} \) are also solutions to the system.

Solution

To determine if the vectors v=[152]v = \begin{bmatrix} 1 \\ -5 \\ -2 \end{bmatrix} and v=[151]v = \begin{bmatrix} 1 \\ -5 \\ 1 \end{bmatrix} are solutions to the system, we should analyze if they can be expressed as a linear combination of the given vectors v1=[110]v_1 = \begin{bmatrix} 1 \\ -1 \\ 0 \end{bmatrix} and v2=[111]v_2 = \begin{bmatrix} 1 \\ 1 \\ 1 \end{bmatrix}, which are already solutions to the homogeneous linear system.

The problem is set in the context of a homogeneous system with four equations and three unknowns, meaning that any vector that can be represented as a linear combination of v1v_1 and v2v_2 will also satisfy the system.

Let's proceed by expressing each target vector as a potential linear combination of v1v_1 and v2v_2:

  1. For the vector v=[152]v = \begin{bmatrix} 1 \\ -5 \\ -2 \end{bmatrix}: We assume: [152]=a[110]+b[111]\begin{bmatrix} 1 \\ -5 \\ -2 \end{bmatrix} = a \begin{bmatrix} 1 \\ -1 \\ 0 \end{bmatrix} + b \begin{bmatrix} 1 \\ 1 \\ 1 \end{bmatrix} Expanding this, we get the following system of equations: a+b=1a + b = 1 a+b=5-a + b = -5 b=2b = -2 Solving this system, we find values for aa and bb. If consistent, v=[152]v = \begin{bmatrix} 1 \\ -5 \\ -2 \end{bmatrix} can be expressed as a combination of v1v_1 and v2v_2.

  2. For the vector v=[151]v = \begin{bmatrix} 1 \\ -5 \\ 1 \end{bmatrix}: Similarly, we assume: [151]=a[110]+b[111]\begin{bmatrix} 1 \\ -5 \\ 1 \end{bmatrix} = a \begin{bmatrix} 1 \\ -1 \\ 0 \end{bmatrix} + b \begin{bmatrix} 1 \\ 1 \\ 1 \end{bmatrix} Expanding, we derive a similar system of equations.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Homogeneous Systems
Linear Combinations

Formulas

Vector linear combination formula

Theorems

Linear dependence and span theorem

Suitable Grade Level

University Level (Linear Algebra Course)