Subjects linear algebra

Transition Matrix Cb7Ce2

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Question: Find the transition matrix from $B$ to $\mathbf{B'}$ for the following bases in $\mathbb{R}^3$. $B=\{(1,1,0),(1,0,1),(0,1,1)\}$ and $\mathbf{B'}=\{(1,0,1),(2,1,1),(1,2,1)\}$.
1. **State the problem:** We want to find the transition matrix from basis $B$ to basis $\mathbf{B'}$ in $\mathbb{R}^3$. This matrix converts coordinates of vectors from the $B$-basis representation to the $\mathbf{B'}$-basis representation. 2. **Recall the formula:** The transition matrix from $B$ to $\mathbf{B'}$, denoted $P_{B \to \mathbf{B'}}$, satisfies: $$[v]_{\mathbf{B'}} = P_{B \to \mathbf{B'}} [v]_B$$ for any vector $v$. 3. **Key idea:** To find $P_{B \to \mathbf{B'}}$, express each vector of $B$ in terms of the basis $\mathbf{B'}$. The columns of $P_{B \to \mathbf{B'}}$ are the coordinates of the vectors of $B$ expressed in $\mathbf{B'}$. 4. **Given bases:** $$B = \{b_1=(1,1,0), b_2=(1,0,1), b_3=(0,1,1)\}$$ $$\mathbf{B'} = \{b'_1=(1,0,1), b'_2=(2,1,1), b'_3=(1,2,1)\}$$ 5. **Express $b_1$ in terms of $\mathbf{B'}$: find scalars $x,y,z$ such that** $$b_1 = x b'_1 + y b'_2 + z b'_3$$ which means $$ (1,1,0) = x(1,0,1) + y(2,1,1) + z(1,2,1) $$ 6. **Set up the system of equations:** $$\begin{cases} 1 = x + 2y + z \\ 1 = 0x + y + 2z \\ 0 = x + y + z \end{cases}$$ 7. **Solve the system:** From the third equation: $$0 = x + y + z \implies x = -y - z$$ Substitute into the first: $$1 = (-y - z) + 2y + z = y$$ So, $$y = 1$$ Substitute $y=1$ into the second: $$1 = 1 + 2z \implies 2z = 0 \implies z = 0$$ Then, $$x = -1 - 0 = -1$$ 8. **Coordinates of $b_1$ in $\mathbf{B'}$ are:** $$(-1, 1, 0)$$ 9. **Repeat for $b_2 = (1,0,1)$:** $$ (1,0,1) = x b'_1 + y b'_2 + z b'_3 = (x + 2y + z, y + 2z, x + y + z) $$ System: $$\begin{cases} 1 = x + 2y + z \\ 0 = y + 2z \\ 1 = x + y + z \end{cases}$$ From the second: $$0 = y + 2z \implies y = -2z$$ Substitute into the first: $$1 = x + 2(-2z) + z = x - 4z + z = x - 3z$$ Substitute into the third: $$1 = x + (-2z) + z = x - z$$ From the third: $$x = 1 + z$$ Substitute into the first: $$1 = (1 + z) - 3z = 1 - 2z \implies -2z = 0 \implies z = 0$$ Then, $$y = -2(0) = 0$$ $$x = 1 + 0 = 1$$ 10. **Coordinates of $b_2$ in $\mathbf{B'}$ are:** $$(1, 0, 0)$$ 11. **Repeat for $b_3 = (0,1,1)$:** $$ (0,1,1) = x b'_1 + y b'_2 + z b'_3 = (x + 2y + z, y + 2z, x + y + z) $$ System: $$\begin{cases} 0 = x + 2y + z \\ 1 = y + 2z \\ 1 = x + y + z \end{cases}$$ From the first and third: Subtract first from third: $$(1) - (0) = (x + y + z) - (x + 2y + z) = y - 2y = -y = 1 \implies y = -1$$ From second: $$1 = -1 + 2z \implies 2z = 2 \implies z = 1$$ From first: $$0 = x + 2(-1) + 1 = x - 2 + 1 = x - 1 \implies x = 1$$ 12. **Coordinates of $b_3$ in $\mathbf{B'}$ are:** $$(1, -1, 1)$$ 13. **Form the transition matrix $P_{B \to \mathbf{B'}}$ with these coordinates as columns:** $$P_{B \to \mathbf{B'}} = \begin{bmatrix} -1 & 1 & 1 \\ 1 & 0 & -1 \\ 0 & 0 & 1 \end{bmatrix}$$ **Final answer:** $$\boxed{P_{B \to \mathbf{B'}} = \begin{bmatrix} -1 & 1 & 1 \\ 1 & 0 & -1 \\ 0 & 0 & 1 \end{bmatrix}}$$