Math Problem Statement

Given u = <3, 5, -1> and v = <8, -6, 10>, find the vector proj_v(u).

Solution

To find the vector projection of u onto 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}

Given:

  • u=3,5,1\mathbf{u} = \langle 3, 5, -1 \rangle
  • v=8,6,10\mathbf{v} = \langle 8, -6, 10 \rangle

Step-by-step Solution:

  1. Compute the dot product uv\mathbf{u} \cdot \mathbf{v}:

uv=3×8+5×(6)+(1)×10=243010=16\mathbf{u} \cdot \mathbf{v} = 3 \times 8 + 5 \times (-6) + (-1) \times 10 = 24 - 30 - 10 = -16

  1. Compute the dot product vv\mathbf{v} \cdot \mathbf{v} (magnitude squared of v):

vv=82+(6)2+102=64+36+100=200\mathbf{v} \cdot \mathbf{v} = 8^2 + (-6)^2 + 10^2 = 64 + 36 + 100 = 200

  1. Compute the scalar factor for the projection:

uvvv=16200=0.08\frac{\mathbf{u} \cdot \mathbf{v}}{\mathbf{v} \cdot \mathbf{v}} = \frac{-16}{200} = -0.08

  1. Multiply this scalar by vector v to find the projection:

projvu=0.08×8,6,10=0.64,0.48,0.8\text{proj}_{\mathbf{v}} \mathbf{u} = -0.08 \times \langle 8, -6, 10 \rangle = \langle -0.64, 0.48, -0.8 \rangle

Result:

projvu=0.64,0.48,0.8\text{proj}_{\mathbf{v}} \mathbf{u} = \langle -0.64, 0.48, -0.8 \rangle

Would you like more detailed explanations or have any questions?

Related Questions:

  1. How do you find the dot product of two vectors in 3D space?
  2. What is the geometric interpretation of the vector projection?
  3. How do you find the magnitude of a vector in three-dimensional space?
  4. How would the projection change if vector u\mathbf{u} was parallel to vector v\mathbf{v}?
  5. Can you find the orthogonal component of vector u\mathbf{u} relative to v\mathbf{v}?

Tip:

When finding vector projections, if u\mathbf{u} is perpendicular to v\mathbf{v}, the projection will be the zero vector.

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Math Problem Analysis

Mathematical Concepts

Vector Projection
Dot Product
Vector Operations

Formulas

Projection formula: proj_v(u) = (u ⋅ v / v ⋅ v) v
Dot product formula: u ⋅ v = u₁v₁ + u₂v₂ + u₃v₃

Theorems

Properties of Dot Products

Suitable Grade Level

Grades 10-12