vault backup: 2026-10-06 12:05:42
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@@ -6,7 +6,7 @@ u_{1} \\ u_{2} \\ \vdots \\ u_{n}
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\end{bmatrix}$$
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> [!NOTE] Basic Properties
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> [!INFO] Basic Properties
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> if $\mathbf{u}$ and $\mathbf{v}$ are vectors defined as
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> $$\mathbf{u} =\begin{bmatrix}
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> u_{1} \\ u_{2} \\ \vdots \\ u_{n}
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@@ -34,11 +34,22 @@ u_{1} \\ u_{2} \\ \vdots \\ u_{n}
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> c \cdot u_{1} \\ c \cdot u_{2} \\ \vdots \\ c \cdot u_{n}
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> \end{bmatrix}$$
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A linear combination of vectors is when vectors multiplied by scalar coefficients are added or subtracted
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$$c_{1}\mathbf{u_{1}}+c_{2}\mathbf{u_{2}}+\dots+c_{m}\mathbf{u_{m}}$$
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is a linear combination if all $c$ values are scalars and $\mathbf{u}$ are vectors
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The general form of a solution to a linear system of equations can be represented as a linear combination of vectors
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if the solution of a linear system of equations is
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$$$$
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> [!EXAMPLE] Example
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> if the solution of a linear system of equations is
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> $$\begin{gather} x_{1} = 2 - 11s_{1} \\ x_{2} = 2 - 4s_{1} \\ x_{3} = 0 + 1s_{1} \end{gather}$$ then the vector form of the general solution is
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> $$\mathbf{x} = \begin{bmatrix}
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> x_{1} \\ x_{2} \\ x_{3}
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> \end{bmatrix} = \begin{bmatrix}
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> 2 \\ 2 \\ 0
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> \end{bmatrix} + s_{1}\begin{bmatrix}
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> -11 \\ -4 \\ 1
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> \end{bmatrix}$$
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