Math Problem Statement
Solution
The problem asks you to express the vector w as a linear combination of the vectors v₁ and v₂.
Given:
We need to find scalars and such that: This can be written as the system of equations: This gives the following system of equations:
However, notice that equations 2 and 3 are contradictory, because both cannot be true simultaneously. This means there is no solution for and that satisfies all three equations.
Therefore, the vector w cannot be expressed as a linear combination of v₁ and v₂, and the answer is DNE (Does Not Exist).
Would you like further details or have any questions about this? Here are 5 related questions for further exploration:
- How do you solve a system of equations for linear combinations?
- What does it mean if a vector cannot be expressed as a linear combination of other vectors?
- What is the geometric interpretation of a linear combination in 3D space?
- How would you check if a set of vectors is linearly independent?
- What is the rank of a matrix, and how is it related to linear combinations?
Tip: When equations in a system contradict each other, it typically means the vectors are linearly independent and the combination does not exist.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Vector Spaces
Systems of Equations
Formulas
w = c₁ * v₁ + c₂ * v₂
System of linear equations
Theorems
Linear Combination Theorem
Inconsistency in Linear Systems
Suitable Grade Level
Undergraduate - Early
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