From 4eee72cc944758f71135d9ae022eae8cedbf7987 Mon Sep 17 00:00:00 2001 From: ben-jaynes <1btjaynes@gmail.com> Date: Tue, 6 Oct 2026 11:55:37 -0700 Subject: [PATCH] vault backup: 2026-10-06 11:55:37 --- .../Chapter 2.1 Notes.md | 56 +++++++++++-------- 1 file changed, 33 insertions(+), 23 deletions(-) diff --git a/College/AU 26/MATH 208 (Matrix Algebra)/Chapter 2.1 Notes.md b/College/AU 26/MATH 208 (Matrix Algebra)/Chapter 2.1 Notes.md index 36d7d13..d38e36d 100644 --- a/College/AU 26/MATH 208 (Matrix Algebra)/Chapter 2.1 Notes.md +++ b/College/AU 26/MATH 208 (Matrix Algebra)/Chapter 2.1 Notes.md @@ -7,28 +7,38 @@ u_{1} \\ u_{2} \\ \vdots \\ u_{n} > [!NOTE] Basic Properties -> if +> if $\mathbf{u}$ and $\mathbf{v}$ are vectors defined as +> $$\mathbf{u} =\begin{bmatrix} +> u_{1} \\ u_{2} \\ \vdots \\ u_{n} +> \end{bmatrix} \quad \text{and} \quad \mathbf{v} =\begin{bmatrix} +> v_{1} \\ v_{2} \\ \vdots \\ v_{n} +> \end{bmatrix}$$ +> +> **Equality:** +> +> $\mathbf{u}=\mathbf{v}$ if and only if $u_{1}=v_{1}, u_{2}=v_{2},\dots,u_{n}=v_{n}$ +> +> **Addition:** +> $$\mathbf{u}+\mathbf{v} = \begin{bmatrix} +> u_{1} \\ u_{2} \\ \vdots \\ u_{n} +> \end{bmatrix} + \begin{bmatrix} +> v_{1} \\ v_{2} \\ \vdots \\ v_{n} +> \end{bmatrix} = \begin{bmatrix} +> u_{1}+v_{1} \\ u_{2}+v_{2} \\ \vdots \\ u_{n}+v_{n} +> \end{bmatrix}$$ +> +> **Scalar Multiplication:** +> $$c \mathbf{u} = c \begin{bmatrix} +> u_{1} \\ u_{2} \\ \vdots \\ u_{n} +> \end{bmatrix} = \begin{bmatrix} +> c \cdot u_{1} \\ c \cdot u_{2} \\ \vdots \\ c \cdot u_{n} +> \end{bmatrix}$$ -if $\mathbf{u}$ and $\mathbf{v}$ are vectors defined as -$$\mathbf{u} =\begin{bmatrix} -u_{1} \\ u_{2} \\ \vdots \\ u_{n} -\end{bmatrix} \quad \text{and} \quad \mathbf{v} =\begin{bmatrix} -v_{1} \\ v_{2} \\ \vdots \\ v_{n} -\end{bmatrix}$$ +A linear combination of vectors is when vectors multiplied by scalar coefficients are added or subtracted +$$c_{1}\mathbf{u_{1}}+c_{2}\mathbf{u_{2}}+\dots+c_{m}\mathbf{u_{m}}$$ +is a linear combination if all $c$ values are scalars and $\mathbf{u}$ are vectors -**Equality:** -$\mathbf{u}=\mathbf{v}$ if and only if $u_{1}=v_{1}, u_{2}=v_{2},\dots,u_{n}=v_{n}$ -**Addition:** -$$\mathbf{u}+\mathbf{v} = \begin{bmatrix} -u_{1} \\ u_{2} \\ \vdots \\ u_{n} -\end{bmatrix} + \begin{bmatrix} -v_{1} \\ v_{2} \\ \vdots \\ v_{n} -\end{bmatrix} = \begin{bmatrix} -u_{1}+v_{1} \\ u_{2}+v_{2} \\ \vdots \\ u_{n}+v_{n} -\end{bmatrix}$$ -**Scalar Multiplication:** -$$c \mathbf{u} = c \begin{bmatrix} -u_{1} \\ u_{2} \\ \vdots \\ u_{n} -\end{bmatrix} = \begin{bmatrix} -c \cdot u_{1} \\ c \cdot u_{2} \\ \vdots \\ c \cdot u_{n} -\end{bmatrix}$$ +The general form of a solution to a linear system of equations can be represented as a linear combination of vectors + +if the solution of a linear system of equations is +$$$$ \ No newline at end of file