Math Problem Statement
Suppose
B={[1 1 1],[1 0 1],w}
is a basis for .R3. Find w if the coordinate vector for [−2,−7,4] is [-1, 2, -3].
Solution
To find the vector such that forms a basis for , we can use the information given about the coordinate vector of in this basis.
Given:
- and are known basis vectors.
- The coordinate vector of in this basis is .
Using the coordinate vector, we can express in terms of the basis : [ [-2, -7, 4] = -1 \cdot [1, 1, 1] + 2 \cdot [1, 0, 1] + (-3) \cdot w ]
Expanding this equation: [ [-2, -7, 4] = [-1, -1, -1] + [2, 0, 2] - 3w ]
Combining terms on the right-hand side: [ [-2, -7, 4] = [1, -1, 1] - 3w ]
Now, we can isolate by rearranging terms: [ 3w = [1, -1, 1] - [-2, -7, 4] ]
Calculating the right-hand side:
Now, divide by 3 to solve for :
Thus, the vector that completes the basis is:
Would you like further details on this solution?
Additional Questions to Explore:
- What are the properties of a basis in ?
- How do coordinate vectors relate to basis transformations?
- Can you explain why a basis in must consist of three vectors?
- How would the solution change if the coordinate vector of were different?
- Why is it essential for the basis vectors to be linearly independent?
Tip: When working with coordinate vectors in a new basis, remember they represent a linear combination of basis vectors to express a vector in the standard coordinate system.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Basis and Dimension
Coordinate Vectors
Vector Spaces
Formulas
Vector in basis B expressed as a linear combination: v = c1 * b1 + c2 * b2 + c3 * b3
Solving for unknown vector w using coordinate vector: v = [1, 1, 1] * (-1) + [1, 0, 1] * 2 + w * (-3)
Theorems
Linear Independence in Vector Spaces
Basis of R^3
Suitable Grade Level
Undergraduate Level
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