Math Problem Statement

give me an orthogonal vector for the vector (2,-3,2,1) and take me through the steps

Solution

To find an orthogonal vector to the given vector v=(2,3,2,1)\mathbf{v} = (2, -3, 2, 1), we need to find a vector w=(w1,w2,w3,w4)\mathbf{w} = (w_1, w_2, w_3, w_4) such that the dot product of v\mathbf{v} and w\mathbf{w} equals zero:

vw=2w1+(3)w2+2w3+1w4=0\mathbf{v} \cdot \mathbf{w} = 2w_1 + (-3)w_2 + 2w_3 + 1w_4 = 0

Let's go through the steps to find such a vector.

Step 1: Write the equation for orthogonality

The dot product of v\mathbf{v} and w\mathbf{w} is: 2w13w2+2w3+w4=02w_1 - 3w_2 + 2w_3 + w_4 = 0 We now need to find values for w1,w2,w3,w_1, w_2, w_3, and w4w_4 that satisfy this equation.

Step 2: Choose values for some of the components

We can choose arbitrary values for some components of w\mathbf{w} because there are infinitely many orthogonal vectors in 4-dimensional space.

Let's choose w1=1w_1 = 1 and w2=0w_2 = 0. This will simplify the equation.

Step 3: Solve for w3w_3 and w4w_4

Substituting w1=1w_1 = 1 and w2=0w_2 = 0 into the equation 2w13w2+2w3+w4=02w_1 - 3w_2 + 2w_3 + w_4 = 0, we get: 2(1)3(0)+2w3+w4=02(1) - 3(0) + 2w_3 + w_4 = 0 This simplifies to: 2+2w3+w4=02 + 2w_3 + w_4 = 0 2w3+w4=22w_3 + w_4 = -2 Now, we can choose one of the variables and solve for the other. Let's choose w3=1w_3 = 1.

Substituting w3=1w_3 = 1 into the equation 2w3+w4=22w_3 + w_4 = -2: 2(1)+w4=22(1) + w_4 = -2 2+w4=22 + w_4 = -2 w4=4w_4 = -4

Step 4: Write the orthogonal vector

We now have the components of w\mathbf{w}: w1=1,w2=0,w3=1,w4=4w_1 = 1, \quad w_2 = 0, \quad w_3 = 1, \quad w_4 = -4 So, one possible orthogonal vector to v=(2,3,2,1)\mathbf{v} = (2, -3, 2, 1) is: w=(1,0,1,4)\mathbf{w} = (1, 0, 1, -4)

Verification

To verify, we can compute the dot product: vw=2(1)+(3)(0)+2(1)+1(4)=2+0+24=0\mathbf{v} \cdot \mathbf{w} = 2(1) + (-3)(0) + 2(1) + 1(-4) = 2 + 0 + 2 - 4 = 0 Since the dot product is zero, the vector w=(1,0,1,4)\mathbf{w} = (1, 0, 1, -4) is indeed orthogonal to v\mathbf{v}.


Would you like more details or have any further questions?

Here are 5 related questions to further your understanding:

  1. What is the geometric meaning of orthogonal vectors in higher dimensions?
  2. Can you find another orthogonal vector to v=(2,3,2,1)\mathbf{v} = (2, -3, 2, 1)?
  3. How would you find an orthogonal vector if you were in a 3-dimensional space?
  4. What is the significance of dot products in physics or engineering?
  5. Can two vectors be orthogonal if their magnitudes are different?

Tip: In Rn\mathbb{R}^n, the set of vectors orthogonal to a given vector forms a hyperplane.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Orthogonality
Dot Product
Vector Spaces

Formulas

Dot Product Formula: v · w = 0
Orthogonality Condition: 2w1 - 3w2 + 2w3 + w4 = 0

Theorems

Orthogonal Vector Theorem
Properties of Dot Products in Vector Spaces

Suitable Grade Level

Grades 10-12