Math Problem Statement

Show that the vector w = (-2, 1) is a linear combination of vectors u = (1, 2) and v = (0, -3) in the vector space R^2.

Solution

To show that the vector w=(2,1)w = (-2, 1) is a linear combination of vectors u=(1,2)u = (1, 2) and v=(0,3)v = (0, -3), we need to find scalars aa and bb such that:

w=au+bvw = a \cdot u + b \cdot v

This means:

(2,1)=a(1,2)+b(0,3)(-2, 1) = a \cdot (1, 2) + b \cdot (0, -3)

Now, let's break this into two components (for the x- and y-coordinates):

Step 1: Equation for the x-coordinate

2=a1+b0-2 = a \cdot 1 + b \cdot 0 2=a-2 = a

Thus, a=2a = -2.

Step 2: Equation for the y-coordinate

1=a2+b(3)1 = a \cdot 2 + b \cdot (-3) Substitute a=2a = -2: 1=(2)2+b(3)1 = (-2) \cdot 2 + b \cdot (-3) 1=43b1 = -4 - 3b 3b=41=53b = -4 - 1 = -5 b=53=53b = \frac{-5}{-3} = \frac{5}{3}

Conclusion

The vector w=(2,1)w = (-2, 1) can be written as a linear combination of u=(1,2)u = (1, 2) and v=(0,3)v = (0, -3) as follows:

w=2u+53vw = -2 \cdot u + \frac{5}{3} \cdot v

This shows that ww is a linear combination of uu and vv.

Would you like further clarification on any part of the process?


Here are 5 related questions to consider:

  1. What are the conditions for a set of vectors to form a basis for R2\mathbb{R}^2?
  2. How can you determine if three vectors in R3\mathbb{R}^3 are linearly independent?
  3. What is the geometrical interpretation of a linear combination in 2D space?
  4. How do you solve for linear combinations in higher dimensions, such as R3\mathbb{R}^3 or Rn\mathbb{R}^n?
  5. What role do linear combinations play in determining the span of a set of vectors?

Tip: In vector spaces, finding linear combinations helps determine if one vector can be expressed using others, which is key to understanding the concept of vector span and independence.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Vector Spaces
Linear Combinations

Formulas

w = a * u + b * v
a * u_x + b * v_x = w_x
a * u_y + b * v_y = w_y

Theorems

Linear Combination Theorem

Suitable Grade Level

Grades 10-12