Math Problem Statement

Let u⃗ 1=[3,−3] , u⃗ 2=[0,3] , v⃗ 1=[−1,0] and v⃗ 2=[3,3] , so that B={u⃗ 1,u⃗ 2} and C={v⃗ 1,v⃗ 2} are bases of R2 . Find the transition matrix PCB .

Solution

To find the transition matrix PCBP_{C \to B} from the basis C={v1,v2}C = \{ \vec{v}_1, \vec{v}_2 \} to the basis B={u1,u2}B = \{ \vec{u}_1, \vec{u}_2 \}, we need to express each vector in CC in terms of the basis vectors in BB.

Here are the steps:

  1. Express v1\vec{v}_1 in terms of u1\vec{u}_1 and u2\vec{u}_2: Find scalars aa and bb such that: v1=au1+bu2\vec{v}_1 = a\vec{u}_1 + b\vec{u}_2 This can be written as a system of linear equations.

  2. Express v2\vec{v}_2 in terms of u1\vec{u}_1 and u2\vec{u}_2: Find scalars cc and dd such that: v2=cu1+du2\vec{v}_2 = c\vec{u}_1 + d\vec{u}_2 Similarly, this will lead to another system of linear equations.

  3. Form the matrix: The matrix PCBP_{C \to B} will have the form: PCB=[acbd]P_{C \to B} = \begin{bmatrix} a & c \\ b & d \end{bmatrix} where a,ba, b are the coefficients for v1\vec{v}_1 and c,dc, d are the coefficients for v2\vec{v}_2.

Let's solve for the coefficients by setting up the systems of equations and solving them.The transition matrix PCBP_{C \to B} from the basis C={v1,v2}C = \{ \vec{v}_1, \vec{v}_2 \} to the basis B={u1,u2}B = \{ \vec{u}_1, \vec{u}_2 \} is:

PCB=[131132]P_{C \to B} = \begin{bmatrix} -\frac{1}{3} & 1 \\ -\frac{1}{3} & 2 \end{bmatrix}

This matrix represents how vectors in the basis CC can be expressed in terms of the basis BB.

Would you like more details on the process or have any other questions?

Here are 5 related questions you might find helpful:

  1. How do you find the transition matrix from one basis to another in higher dimensions?
  2. What is the geometric interpretation of a transition matrix?
  3. How can you verify that a given matrix is indeed a valid transition matrix?
  4. What is the inverse of a transition matrix and how is it related to the original bases?
  5. How can transition matrices be applied in computer graphics transformations?

Tip: The determinant of a transition matrix indicates how the area (or volume in higher dimensions) is scaled when transitioning between bases.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Basis
Transition Matrix

Formulas

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Theorems

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Suitable Grade Level

Advanced Undergraduate