vault backup: 2026-10-05 09:13:05
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@@ -8,9 +8,9 @@
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- $\sim$ is used to indicate the transformation between equivalent linear systems
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- matrices can be used to simplify when working with systems of linear equations
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- matrices with all constant terms of a linear system of equations are called a **augmented matrix**
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- $$\begin{gathered} \text{Linear System} \\ a_{11}x_{1} + a_{12}x_{2} + a_{13}x_{3} = b_{1} \\ a_{21}x_{1} + a_{22}x_{2} + a_{23}x_{3} = b_{2} \\ a_{31}x_{1} + a_{32}x_{2} + a_{33}x_{3} = b_{3} \end{gathered} \quad \sim \quad \begin{gathered} \text{Augmented Matrix} \\ \begin{bmatrix}
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- $$\begin{gathered} \text{Linear System} \\ a_{11}x_{1} + a_{12}x_{2} + a_{13}x_{3} = b_{1} \\ a_{21}x_{1} + a_{22}x_{2} + a_{23}x_{3} = b_{2} \\ a_{31}x_{1} + a_{32}x_{2} + a_{33}x_{3} = b_{3} \end{gathered} \quad \sim \quad \begin{gathered} \text{Augmented Matrix} \\ \left[\begin{array}{ccc|c}
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a_{11} & a_{12} & a_{13} & b_{1} \\ a_{21} & a_{22} & a_{23} & b_{2} \\ a_{31} & a_{32} & a_{33} & b_{3}
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\end{bmatrix} \end{gathered}$$
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\end{array}\right] \end{gathered}$$
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- Same elementary operations can be used with augmented matrices, now it is with rows instead of equations.
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- Gaussian Elimination
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- this is converting a matrix to **echelon form** (or row echelon form)
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@@ -32,21 +32,15 @@
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To find when the system $$\begin{gathered} 3x_{1} + 6x_{2} = 2 \\ hx_{1} + 12x_{2} = k \end{gathered}$$ has no solutions
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$$\begin{bmatrix}
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$$\left[\begin{array}{cc|c}
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3 & 6 & 2 \\ h & 12 & k
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\end{bmatrix} \sim \begin{bmatrix}
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\end{array}\right] \sim \left[\begin{array}{cc|c}
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h & 2h & \frac{2h}{3} \\ h & 12 & k
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\end{bmatrix} \sim \left[\begin{array}{cc|c}
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\end{array}\right] \sim \left[\begin{array}{cc|c}
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h & 2h & \frac{2h}{3} \\ 0 & 12 - 2h & k - \frac{2h}{3}
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\end{array}\right] $$
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There are no solutions the system of equations when there is no pivot in a row and the value on the right is not equal to zero (if the value on the right is also equal to zero than that equation is essentially $0=0$ which is always true).
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This means that there are no solutions when $$12-2h = 0 \to h=6$$ and $$k-\frac{2h}{3} \ne 0 \to k-4 \ne 0 \to k \ne 4$$
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$$
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\left[
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\begin{array}{cccc|c}
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1 & 0 & 3 & -1 & 0 \\
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0 & 1 & 1 & -1 & 0 \\
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0 & 0 & 0 & 0 & 0 \\
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\end{array}
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\right]
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$$
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This means that there are no solutions when $$12-2h = 0 \to h=6$$ and $$ \begin{gather} k-\frac{2h}{3} \ne 0 \\ k-4 \ne 0 \\[1.5ex] k \ne 4 \end{gather}$$
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