Math Problem Statement
Solution
To determine whether the vectors , , and lie in the span of , , and , we need to test if each of the given vectors can be expressed as a linear combination of , , and . This involves solving a system of linear equations for each vector.
The general form is:
where are scalars, and are the given vectors.
Given Vectors:
We test for:
Steps:
For each vector :
- Set up the equation , which translates into a system of 4 linear equations (one for each row).
- Solve the system for using methods such as Gaussian elimination, matrix row reduction, or solving augmented matrices.
Would you like me to solve the systems step by step for each , and verify if they lie in the span? Let me know!
Related Questions:
- What is the definition of the span of a set of vectors?
- How do you solve a linear system using Gaussian elimination?
- What does it mean if a vector lies outside the span of a set of vectors?
- How do you determine if vectors are linearly independent?
- How can the rank of a matrix help determine the span of vectors?
Tip: To verify if a vector lies in the span of other vectors, express the vectors as columns of a matrix and solve the system using row-reduction techniques.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Vector Span
Linear Combinations
Systems of Linear Equations
Formulas
v = x*a + y*b + z*c, where x, y, z are scalars
Matrix Representation for a Linear System
Row-Reduction and Gaussian Elimination
Theorems
Span of a Set of Vectors
Linear Independence and Dependence
Suitable Grade Level
University Level (First-Year Linear Algebra)
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