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📘 linear algebra

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Eigenvalue Operations
1. Problem: Find eigenvalues of $$A''$$ given eigenvalues of $$A = \begin{pmatrix}3 & -1 & 1 \\ -1 & 5 & -1 \\ 1 & -1 & 3\end{pmatrix}$$ are 3, 6, and the matrix is 3x3. Step 1: Gi
Vector Linear Combination
1. The problem is to express the vector \(\overline{x}\) as a linear combination of vectors \(\overline{p}, \overline{q}, \overline{r}\), i.e., find scalars \(a, b, c\) such that $
Gaussian Elimination
1. Solve the system \(\{x_1 + x_2 + 2x_3 = 8, -x_1 - 2x_2 + 3x_3 = 1, 3x_1 - 7x_2 + 4x_3 = 10\}\) by Gaussian elimination. Step 1: Write augmented matrix:\
Pivot Rows Solutions
1. We are given augmented matrices in row echelon form and need to identify pivot rows and columns and solve the system for each part. 2. Part (a):
Cross Product 2D
1. The cross product, mathematically defined, is an operation between two vectors in three-dimensional space, producing a vector that is perpendicular to both. 2. In 3D, for two ve
Matrix Input
1. The user seems to input a matrix with elements \(a, b, c, d\).\n2. Since the input is incomplete or malformed (\texttt{\begin{bmatrix}a&b\\c&d\end{bmatpoly}), it looks like the
Matrix Problems
1. Given matrices $$A=\begin{bmatrix}-1 & 1 & -1 \\ -3 & -2 & 0 \\ -2 & 1 & 0\end{bmatrix},
Matrices Operations
1. **Énoncé du problème :** Calculer les matrices $F = A + B + C$, $G = A - B - C$, puis $H = tA + tB - tC$, où $tM$ désigne la transposée d'une matrice $M$. Matrices données : $$A
Water Sector Pricing
**Problem statement:** Three sectors A (Agriculture), U (Urban), I (Industry) consume and supply water interdependently with given usage coefficients. Let $p_1, p_2, p_3$ be prices
Matrix Forms
1. Рассмотрим понятия. 2. Сокращение рядов — это процесс уменьшения размера матрицы, путем удаления строк или столбцов, не влияющих на ранг матрицы или на свойства решения системы.
Subspace Bases
1. **Problem Statement:** Given matrix $$ A = \begin{bmatrix}1 & 2 & 3 & 4 \\
Matrix Determinant
1. **State the problem:** You have a 3x3 matrix $$A = \begin{bmatrix} 1 & 0 & -2 \\ 4 & 2 & 7 \\ 1 & -5 & 4 \end{bmatrix}$$. 2. Since the problem provides the matrix $A$ but does n
Matrix Properties
1. The problem is to understand the matrix $A$ provided: $$A = \begin{bmatrix} 1 & 0 & -2 \\ 4 & 2 & 7 \\ 1 & -5 & 4 \end{bmatrix}$$
Vector Parallel
1. The problem asks us to find vectors parallel to the vector $$\begin{pmatrix}-4 \\ 2\end{pmatrix}$$. 2. Two vectors are parallel if one is a scalar multiple of the other.
Matrix Rank
1. Muammo: Berilgan matritsalarning rangini aniqlash: a) minorlar usulida, b) nol yig’ish usulida.
Matrix Rank
1. Problem: Find the ranks of matrices A (3x5) using minor method and matrices B (4x4) using zero sum method for all given pairs. 2. Minor Method (A matrices): The rank is the size
Svd Linear Algebra
1. Problem (a): Find the SVD of $A = \begin{pmatrix} -2 & 2 \\ 1 & 1 \end{pmatrix}$. Step 1: Compute $A^TA$ and $AA^T$:
Dimension Subspace
1. **State the problem:** We need to find the dimension of the subspace $S = \{(2a + 4b - c,\ 3a - 6b,\ -4a + b + 3c,\ -a + 3c) : a,b,c \in \mathbb{R}\}$, which is a subset of $\ma
Matrix Identity Multiplication
1. **State the problem:** We are given a matrix $A = \begin{bmatrix}-1 & 5 & 7 \\ 0 & -2 & 4\end{bmatrix}$, a vector $b = \begin{bmatrix}9 \\ 6\end{bmatrix}$, and a vector $x = \be
Matrices Eigenvalues
**Exercice 1** Soit la matrice $$A = \begin{pmatrix}0 & 2 & -1 \\ 3 & -2 & 0 \\ -2 & 2 & 1\end{pmatrix}$$.
Gauss Jordan Solve
1. Problem No. 2: Solve the system of linear equations using the Gauss-Jordan method: $$\begin{cases} -x_1 + 4x_2 + x_3 = 8 \\ \frac{5}{3}x_1 + \frac{2}{3}x_2 + \frac{2}{3}x_3 = 1