Vector Identities
#Math
Topics
- Dot Product
- Cross Product
- Outer Product
- Double Product
- Hadamard Product
- Vector Triple Product
- Kronecker Product
- Triple Product
- Poisson's Equation
Geometric Algebra
| Product Type | Notation | Returns | Example | $=$ | Priority in Order of Operations |
|---|---|---|---|---|---|
| Dot | $a \cdot b$ | Scalar | $(1,2) \cdot (2,3)$ | $8$ | 1 |
| Cross | $a \times b$ | Vector | $(1,2, 3) \times (4, 5, 6)$ | $(-3,6,-3)$ | 2 |
| Complex | $Z * W$ | Complex | $(1-2i)(3+4i)$ | $11-2i$ | N/A |
| Wedge | $a \wedge b$ | Bivector | $e_1 \wedge e_2$ | $-e_2 \wedge e_1 = e_1e_2$ | 2 |
| Geometric | $ab$ | Scalar + Bivector | $(e_1+e_2)e_2$ | $e_1e_2+e_2e_2 = e_1e_2 + 1$ | 3 |
Formulas
$\displaystyle \nabla (fg)=f\nabla g+g\nabla f$
- $\displaystyle f$ and $\displaystyle g$ are scalar fields
$\displaystyle \nabla (\vec{A}\cdot \vec{B})=\vec{A}\times (\nabla \times \vec{B})+\vec{B}\times (\nabla \times \vec{A})+(\vec{A}\cdot \nabla )\vec{B}+(\vec{B}\cdot \nabla )\vec{A}$
- $\displaystyle \vec{A}$ and $\displaystyle \vec{B}$ are vector fields
$\displaystyle \nabla \cdot f\vec{A}=f(\nabla \cdot \vec{A})+\vec{A}\cdot \nabla f$
$\displaystyle \nabla \cdot (\vec{A}\times \vec{B})=\vec{B}\cdot (\nabla \times \vec{A})-\vec{A}\cdot (\nabla \times \vec{B})$
$\displaystyle \nabla \times f\vec{A}=f(\nabla \times \vec{A})-\vec{A}\times \nabla f$
$\displaystyle \nabla \times(\nabla V)=0$
- $\displaystyle V$ is a scalar field
- Curl of the gradient of a scalar field is 0
- Given by equality of mixed partials (e.g. $\displaystyle \partial_{x}\partial_{y}V-\partial_{y}\partial_{x}V=0$)
$\displaystyle \nabla \times (\nabla \times \vec{A})=\nabla (\nabla \cdot \vec{A})-\nabla ^{2} \vec{A}$
- Gradient of divergence - divergence of gradient
- GDDG, gold diggers dig gold