Math Problem Statement
Write step-by-step solution for this problem:
Given the set of vectors A=Span{(2,0,1),(1,3,4)} and a vector b=(5,6,7), find the point in the span of A that is nearest to b.
Solution
To find the point in the span of that is nearest to , we can use the concept of projection. Here's a step-by-step solution:
Step 1: Set Up the Problem
We need to find the vector in the span of such that is the closest point to .
Let the vectors in the span of be and . Any vector in the span of can be written as:
Step 2: Formulate the Problem as a System of Equations
We want to minimize the distance between and . The distance (squared) between and is:
Step 3: Solve for and
To find the minimum, we take the partial derivatives of with respect to and , and set them to zero.
This results in the following system of linear equations:
Step 4: Simplify the Equations
Simplify the equations:
Step 5: Solve the System of Equations
Solve the linear system:
From Equation 1: [ c_1 = \frac{
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Math Problem Analysis
Mathematical Concepts
Vector spaces
Linear algebra
Projection
Formulas
Distance formula
Partial derivative
Theorems
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Suitable Grade Level
Undergraduate
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