Math Problem Statement
Solution
Let's break down the problem:
You are given a homogeneous linear system over with four equations and three unknowns. It is known that the vectors are solutions to the system.
The questions are:
- Can we determine if the vector is a solution to the system?
- Can we determine if the vector is a solution to the system?
Solution Approach
Since this is a homogeneous system, any solution vector must be a linear combination of and to satisfy the system. To determine if a vector is a solution, we need to check if it can be expressed as for some scalars and .
-
For :
- Set up the equation:
- This gives the system:
- Solving this system will reveal if such and exist.
-
For :
- Set up the equation similarly:
- This gives the system:
- Solve this system to determine if such and exist.
Let me calculate these values for clarity.The solutions to the two questions are as follows:
-
For the vector :
- We found that and satisfy the system of equations. Therefore, this vector can be expressed as a linear combination of and , and it is a solution to the system.
-
For the vector :
- There is no solution for and that satisfies the system of equations. Thus, this vector cannot be expressed as a linear combination of and , 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:
- How do you determine if a vector is a solution to a homogeneous system?
- What are the properties of homogeneous systems in linear algebra?
- Can a homogeneous system with more equations than unknowns have non-trivial solutions?
- How does linear dependence between vectors affect the solution set of a system?
- 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
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