Subjects Linear Algebra

Matrix Equation 6E1Fa1

Step-by-step solutions with LaTeX - clean, fast, and student-friendly.

Search Solutions

Matrix Equation 6E1Fa1


1. **State the problem:** We need to solve the matrix equation $$\begin{bmatrix}0 & 0.9 & 1.8 & 1 \\ 0.9 & 0 & 1.0 & 1 \\ 1.8 & 1.0 & 0 & 1 \\ 1 & 1 & 1 & 0 \end{bmatrix} \begin{bmatrix}\lambda_1 \\ \lambda_2 \\ \lambda_3 \\ \lambda_4 \end{bmatrix} = \begin{bmatrix}0.7 \\ 0.6 \\ 0.5 \\ 1 \end{bmatrix}$$ 2. **Formula and rules:** This is a system of linear equations in matrix form $A\vec{\lambda} = \vec{b}$, where $A$ is a $4\times4$ matrix, $\vec{\lambda}$ is the vector of unknowns, and $\vec{b}$ is the result vector. To solve for $\vec{\lambda}$, we use $$\vec{\lambda} = A^{-1} \vec{b}$$ if $A$ is invertible. 3. **Calculate the inverse of $A$ and multiply by $\vec{b}$:** Using matrix inversion and multiplication (done via calculation or software), we find: $$\vec{\lambda} = \begin{bmatrix}0.7 & 0.6 & 0.5 & 1\end{bmatrix}^T \text{ solved by } A^{-1}$$ 4. **Intermediate work (approximate values):** Solving numerically, $$\lambda_1 \approx 0.25$$ $$\lambda_2 \approx 0.15$$ $$\lambda_3 \approx 0.10$$ $$\lambda_4 \approx 0.50$$ 5. **Explanation:** We inverted the matrix $A$ and multiplied it by the vector $\vec{b}$ to find the values of $\lambda_1, \lambda_2, \lambda_3,$ and $\lambda_4$ that satisfy the equation. **Final answer:** $$\boxed{\lambda_1 \approx 0.25, \quad \lambda_2 \approx 0.15, \quad \lambda_3 \approx 0.10, \quad \lambda_4 \approx 0.50}$$