Definition:Outer Product

Definition
Given two vectors $\mathbf u = \left({u_1, u_2, \ldots, u_m}\right)$ and $\mathbf v = \left({v_1, v_2, \ldots ,v_n}\right)$, their outer product $\mathbf u \otimes \mathbf v$ is defined as:


 * $\mathbf u \otimes \mathbf v = A = \begin{bmatrix}

u_1 v_1 & u_1 v_2 & \dots & u_1 v_n \\ u_2 v_1 & u_2 v_2 & \dots & u_2 v_n \\ \vdots & \vdots & \ddots & \vdots \\ u_m v_1 & u_m v_2 & \dots & u_m v_n \end{bmatrix}$

Index Notation
Given two vectors $u_i$ and $v_j$, their outer product $u_i \otimes v_j$ is defined as


 * $u_i \otimes v_j = a_{ij} = u_i v_j$

Matrix Multiplication
Given two vectors expressed as column matrices $\mathbf u$ and $\mathbf v$, their outer product $\mathbf u \otimes \mathbf v$ is defined as


 * $\mathbf u \otimes \mathbf v = A = \mathbf u \mathbf v^T$

Properties

 * $A \mathbf v = \mathbf u \left\|{\mathbf v}\right\|^2$: see Vector Length.


 * $\mathbf u \otimes \mathbf v = \left({\mathbf v \otimes \mathbf u}\right)^T$