Math Problem Statement
Suppose T is a linear transformation from R ^ 2 to p_{2} such that RBT: U CO:CO1 Marks: 8 ii) 7 * [[1], [1]] = 2 - 3x + x ^ 2 and r * [[2], [3]] = 1 - x ^ 2 T * [[1], [- 2]] r * [[a], [b]]
Solution
Let's break this down step by step. You're dealing with a linear transformation from to , where is the space of polynomials of degree at most 2. The transformation acts on vectors in , and the images of specific vectors under are given as polynomials in .
Key Information Given:
- Find .
1. Linear Transformation Definition:
Since is a linear transformation, we know that for any vectors and scalars , the transformation satisfies:
We'll use this property to find .
2. Construct the Solution Using Given Information:
You are given the images of two specific vectors under :
Now, we need to express as a linear combination of and .
Let's solve the system:
[ [1, -2]^T = a[1, 1]^T + b[2, 3]^T ]
This leads to the equations:
3. Solve the System of Equations:
We now have the system:
1 &= a + 2b \\ -2 &= a + 3b \end{aligned}$$ Subtract the first equation from the second: $$(-2 - 1) = (a + 3b) - (a + 2b)$$ $$-3 = b$$ Substitute $$b = -3$$ into the first equation: $$1 = a + 2(-3)$$ $$1 = a - 6$$ $$a = 7$$ So, we have: \[ [1, -2]^T = 7[1, 1]^T - 3[2, 3]^T \] ### 4. Apply the Linear Transformation: Using the linearity of $$T$$, we can now compute $$T( [1, -2]^T )$$: \[ T( [1, -2]^T ) = 7T( [1, 1]^T ) - 3T( [2, 3]^T ) \] Substitute the given values for $$T( [1, 1]^T )$$ and $$T( [2, 3]^T )$$: $$T( [1, -2]^T ) = 7(2 - 3x + x^2) - 3(1 - x^2)$$ Now, distribute the constants: $$T( [1, -2]^T ) = 14 - 21x + 7x^2 - 3 + 3x^2$$ Simplify: $$T( [1, -2]^T ) = (14 - 3) + (-21x) + (7x^2 + 3x^2)$$ $$T( [1, -2]^T ) = 11 - 21x + 10x^2$$ ### Final Answer: $$T( [1, -2]^T ) = 11 - 21x + 10x^2$$ --- Would you like more details on any specific step? Here are some related questions to consider: 1. How do you find the matrix representation of a linear transformation? 2. How do linear transformations between vector spaces work in higher dimensions? 3. Can you always express a vector as a linear combination of other vectors? 4. What are some examples of linear transformations from $$\mathbb{R}^2$$ to $$P_2$$? 5. How does linearity simplify the process of finding images of vectors under a transformation? **Tip**: Always check if you can express a vector as a combination of known vectors to simplify the computation of transformations.Ask a new question for Free
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Linear Transformations
Vector Spaces
Polynomials of Degree 2
Formulas
T(a*u + b*v) = a*T(u) + b*T(v)
System of linear equations to find linear combination coefficients
Theorems
Linearity of Linear Transformations
Basis and Dimension Theorem
Suitable Grade Level
Undergraduate Linear Algebra
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