Math Problem Statement

Find three numbers a1, a2, a3 to normalize the orthogonal set in R^3.

Solution

To normalize the given orthogonal set in R3\mathbb{R}^3, we need to calculate the magnitudes of each vector and then divide each vector by its magnitude to find the normalization constants a1a_1, a2a_2, and a3a_3.

The vectors in question are:

  1. v1=(113)\mathbf{v_1} = \begin{pmatrix} 1 \\ -1 \\ 3 \end{pmatrix}
  2. v2=(211)\mathbf{v_2} = \begin{pmatrix} -2 \\ 1 \\ 1 \end{pmatrix}
  3. v3=(471)\mathbf{v_3} = \begin{pmatrix} 4 \\ 7 \\ 1 \end{pmatrix}

Steps to Normalize Each Vector

  1. Find the magnitude of each vector vi\mathbf{v_i}: vi=x2+y2+z2\| \mathbf{v_i} \| = \sqrt{x^2 + y^2 + z^2}
  2. Calculate normalization constants a1a_1, a2a_2, and a3a_3 by setting ai=1via_i = \frac{1}{\| \mathbf{v_i} \|}.

Let's go through each calculation.

1. Calculating a1a_1 for v1\mathbf{v_1}

v1=12+(1)2+32=1+1+9=11\| \mathbf{v_1} \| = \sqrt{1^2 + (-1)^2 + 3^2} = \sqrt{1 + 1 + 9} = \sqrt{11} a1=111a_1 = \frac{1}{\sqrt{11}}

2. Calculating a2a_2 for v2\mathbf{v_2}

v2=(2)2+12+12=4+1+1=6\| \mathbf{v_2} \| = \sqrt{(-2)^2 + 1^2 + 1^2} = \sqrt{4 + 1 + 1} = \sqrt{6} a2=16a_2 = \frac{1}{\sqrt{6}}

3. Calculating a3a_3 for v3\mathbf{v_3}

v3=42+72+12=16+49+1=66\| \mathbf{v_3} \| = \sqrt{4^2 + 7^2 + 1^2} = \sqrt{16 + 49 + 1} = \sqrt{66} a3=166a_3 = \frac{1}{\sqrt{66}}

Final Answer

So, the values for the normalization constants are:

  • a1=111a_1 = \frac{1}{\sqrt{11}}
  • a2=16a_2 = \frac{1}{\sqrt{6}}
  • a3=166a_3 = \frac{1}{\sqrt{66}}

Would you like more details on any specific step?


Here are five related questions to explore:

  1. How would you normalize a set of vectors in R2\mathbb{R}^2 instead?
  2. What is the significance of orthogonal vectors in vector spaces?
  3. Can you verify if two vectors are orthogonal by checking their dot product?
  4. How do you find an orthonormal basis for a subspace?
  5. What is the Gram-Schmidt process, and how is it used in orthogonalizing vectors?

Tip: Normalizing a vector turns it into a unit vector, which is helpful in various applications like defining directions in physics and engineering.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Vector Normalization
Orthogonal Vectors

Formulas

Magnitude of vector |v| = sqrt(x^2 + y^2 + z^2)
Normalization constant ai = 1 / |vi|

Theorems

Orthogonal Vector Theorem
Normalization of Vectors

Suitable Grade Level

Undergraduate