Math Problem Statement
Solution
Let's break down the two parts of the question from the image:
(c) Linear Combination:
You are asked to write the vector as a linear combination of three given vectors: This means solving for scalars , , and such that: This translates into the system of equations: We can solve this system to find , , and .
(d) Find a Vector Not in the Span:
You need to find a vector that is not in the span of the three given vectors: The span of these vectors is the set of all possible linear combinations of them. To find a vector that is not in this span, one approach is to check whether a given vector satisfies the condition of being a linear combination of , , and . If it doesn't, then it lies outside the span.
Do you want me to solve these systems and find a vector outside the span?
Here are some follow-up questions:
- What does it mean for vectors to be linearly independent?
- How do you determine the dimension of the span of a set of vectors?
- What is the geometric interpretation of the span of vectors in ?
- What methods can be used to solve systems of linear equations (e.g., substitution, Gaussian elimination)?
- How does a basis relate to the concept of span?
Tip: When working with spans and vector spaces, always ensure that the number of vectors is appropriate for the dimension you're working in (e.g., three vectors should span at most a 3D space).
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Linear Combinations
Vector Span
Formulas
a*v1 + b*v2 + c*v3 = [-1, 1, -3]
System of linear equations to solve for scalars
Theorems
Span of a set of vectors
Linear independence
Suitable Grade Level
Undergraduate level (Linear Algebra)
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