Math Problem Statement

Find the transition matrix from B to B'. B = {(1, 0), (0, 1)}, B' = {(2, 8), (1, 5)}

Solution

To find the transition matrix from the basis BB to the basis BB', we need to express each vector in BB' as a linear combination of the vectors in BB.

Given:

  • Basis B={(1,0),(0,1)}B = \{(1, 0), (0, 1)\} (which is the standard basis).
  • Basis B={(2,8),(1,5)}B' = \{(2, 8), (1, 5)\}.

The transition matrix PP from BB to BB' can be constructed by writing each vector in BB' in terms of the basis vectors in BB.

Step 1: Express each vector in BB' in terms of BB

Each vector in BB' can be written as a linear combination of the vectors in BB:

(2,8)=a(1,0)+b(0,1)=(a,b)(2, 8) = a(1, 0) + b(0, 1) = (a, b) Comparing components, we have: a=2,b=8a = 2, \quad b = 8 So, (2,8)=2(1,0)+8(0,1)(2, 8) = 2(1, 0) + 8(0, 1).

(1,5)=c(1,0)+d(0,1)=(c,d)(1, 5) = c(1, 0) + d(0, 1) = (c, d) Comparing components, we have: c=1,d=5c = 1, \quad d = 5 So, (1,5)=1(1,0)+5(0,1)(1, 5) = 1(1, 0) + 5(0, 1).

Step 2: Construct the transition matrix PP

The coefficients we found form the columns of the transition matrix PP from BB to BB':

2 & 1 \\ 8 & 5 \end{bmatrix}$$ ### Conclusion The transition matrix from $$B$$ to $$B'$$ is: $$P = \begin{bmatrix} 2 & 1 \\ 8 & 5 \end{bmatrix}$$ Would you like a detailed explanation of how transition matrices work or have any questions? Here are some related questions for further exploration: 1. How do you find the inverse of a transition matrix? 2. What is the geometric interpretation of the transition matrix in a 2D plane? 3. How do you use a transition matrix to change coordinates from one basis to another? 4. What is the difference between the transition matrix from $$B$$ to $$B'$$ and from $$B'$$ to $$B$$? 5. How do you determine if a transition matrix is invertible? **Tip:** To convert coordinates of a vector in basis $$B'$$ back to basis $$B$$, use the inverse of the transition matrix $$P$$.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Basis
Transition Matrix

Formulas

Transition Matrix P from B to B' = [v1_B' | v2_B']

Theorems

Linear Combination of Basis Vectors
Matrix Representation of Basis Transformation

Suitable Grade Level

Grades 10-12, Early College