Math Problem Statement

given two vectors u = <-1, 2, 1> and v = <2, -2, 1> compute the projection of u and v

Solution

To compute the projection of u\mathbf{u} onto v\mathbf{v}, we use the formula:

projvu=uvvvv\text{proj}_{\mathbf{v}} \mathbf{u} = \frac{\mathbf{u} \cdot \mathbf{v}}{\mathbf{v} \cdot \mathbf{v}} \mathbf{v}

Step 1: Compute the dot products uv\mathbf{u} \cdot \mathbf{v} and vv\mathbf{v} \cdot \mathbf{v}

uv=(1)(2)+(2)(2)+(1)(1)=24+1=5\mathbf{u} \cdot \mathbf{v} = (-1)(2) + (2)(-2) + (1)(1) = -2 - 4 + 1 = -5

vv=(2)2+(2)2+(1)2=4+4+1=9\mathbf{v} \cdot \mathbf{v} = (2)^2 + (-2)^2 + (1)^2 = 4 + 4 + 1 = 9

Step 2: Compute the projection

projvu=59v=592,2,1\text{proj}_{\mathbf{v}} \mathbf{u} = \frac{-5}{9} \mathbf{v} = \frac{-5}{9} \langle 2, -2, 1 \rangle

Step 3: Simplify

projvu=109,109,59\text{proj}_{\mathbf{v}} \mathbf{u} = \left\langle \frac{-10}{9}, \frac{10}{9}, \frac{-5}{9} \right\rangle


Would you like a step-by-step visualization of the vector projection?

Here are 5 related questions to deepen your understanding:

  1. How do dot products relate to vector projection?
  2. What is the geometric meaning of the projection of one vector onto another?
  3. How would you compute the projection if vectors were expressed symbolically instead of numerically?
  4. How does the length of the projection vector compare to the original vector?
  5. What happens when the two vectors are orthogonal?

Tip: The projection vector always points in the direction of the base vector v\mathbf{v}.

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Math Problem Analysis

Mathematical Concepts

Vector Algebra
Dot Product
Vector Projection

Formulas

Projection formula: proj_v u = (u ⋅ v / v ⋅ v) * v
Dot product formula: u ⋅ v = u1*v1 + u2*v2 + u3*v3

Theorems

Properties of Dot Product
Vector Projection Theorem

Suitable Grade Level

Grades 10-12, College Level