Math Problem Statement
- Given three vectors u = (1, 2), v = (3, 1) and b = (3, 4) in R 2 , suppose that b can be written as a linear combination of u and v as cu + dv = b (a) Write two equations in c and d corresponding to the vector equation cu + dv = b. (b) Solve the equations in part (a) for c and d. (c) Express b as a linear combination of u and v.
Solution
Given the vectors , , and in , we need to solve the following:
Part (a) - Writing the Equations in and
The vector equation can be expressed as:
This gives us two equations by equating the components:
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For the -component: Simplifying, we get:
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For the -component: Simplifying, we get:
So the two equations are:
Part (b) - Solving the Equations for and
We have the system of equations:
1. & \quad c + 3d = 3 \\ 2. & \quad 2c + d = 4 \end{aligned}$$ Let's solve this system: 1. Start with the second equation: $$2c + d = 4 \quad \text{(Equation 2)}$$ Solve for $$d$$: $$d = 4 - 2c$$ 2. Substitute $$d = 4 - 2c$$ into the first equation: $$c + 3(4 - 2c) = 3$$ Distribute and simplify: $$c + 12 - 6c = 3$$ Combine like terms: $$-5c + 12 = 3$$ Subtract 12 from both sides: $$-5c = -9$$ Divide by -5: $$c = \frac{9}{5}$$ 3. Now substitute $$c = \frac{9}{5}$$ back into the expression for $$d$$: $$d = 4 - 2\left(\frac{9}{5}\right)$$ Simplify: $$d = 4 - \frac{18}{5} = \frac{20}{5} - \frac{18}{5} = \frac{2}{5}$$ So, $$c = \frac{9}{5}$$ and $$d = \frac{2}{5}$$. ### Part (c) - Express $$b$$ as a Linear Combination of $$u$$ and $$v$$ Using the values of $$c$$ and $$d$$ found in part (b), we express $$b$$ as: $$b = cu + dv$$ Substitute the values: $$b = \frac{9}{5}(1, 2) + \frac{2}{5}(3, 1)$$ Distribute the scalar multiplication: $$b = \left(\frac{9}{5}, \frac{18}{5}\right) + \left(\frac{6}{5}, \frac{2}{5}\right)$$ Add the corresponding components: $$b = \left(\frac{9 + 6}{5}, \frac{18 + 2}{5}\right) = \left(\frac{15}{5}, \frac{20}{5}\right) = (3, 4)$$ So, $$b = (3, 4)$$ is expressed as the linear combination: $$\boxed{b = \frac{9}{5}u + \frac{2}{5}v}$$ Would you like more details or have any questions? --- Here are five related questions to explore: 1. How would you express a different vector $$c = (5, 7)$$ as a linear combination of $$u$$ and $$v$$? 2. What is the geometric interpretation of expressing a vector as a linear combination of two other vectors? 3. How do you determine if three vectors in $$\mathbb{R}^2$$ are linearly independent? 4. Can you find the inverse of the matrix formed by placing $$u$$ and $$v$$ as columns? 5. How do you verify if a vector $$b$$ lies within the span of $$u$$ and $$v$$? **Tip:** When solving systems of linear equations, substituting one equation into another can simplify the process and reduce the number of variables, making it easier to find the solution.Ask a new question for Free
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Math Problem Analysis
Mathematical Concepts
Vectors
Linear combinations
Systems of equations
Formulas
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Theorems
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Suitable Grade Level
Advanced High School
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