幾何代數 Geometric Algebra

Mathematics   Yoshio    Sep 8th, 2023 at 8:00 PM    8    0   

幾何代數

Geometric Algebra

Geometric Algebra

In mathematics, a geometric algebra (also known as a real Clifford algebra) is an extension of elementary algebra to work with geometrical objects such as vectors. Geometric algebra is built out of two fundamental operations, addition and the geometric product. Multiplication of vectors results in higher-dimensional objects called multivectors. Compared to other formalisms for manipulating geometric objects, geometric algebra is noteworthy for supporting vector division (though generally not for all elements) and addition of objects of different dimensions.

Geometric Product

The geometric product of two vectors gives a mixed-grade object consisting of a scalar part (their dot product) and a bivector part (their wedge product).

\(\overset\rightharpoonup u\overset\rightharpoonup v=\overset\rightharpoonup u\cdot\overset\rightharpoonup v+\overset\rightharpoonup u\wedge\overset\rightharpoonup v\)

\((|A||B|)^2 = |A * B|^2 + |A \times B|^2\)

Rotations, in any dimension

We noted complex numbers excel at describing rotations in two dimensions, and quaternions in three. Geometric algebra complex numbers excel at describing rotations in any dimension.

Let \(i\) be the product of two orthonormal vectors representing the plane in which we wish to rotate. Let \(theta\) be the angle about the origin we wish to rotate. Let \(u\) be a vector.

Decompose \(u\) with respect to \(i\):

\(u = u_{\perp} + u_{\parallel}\)

That is, we find vectors \(u_{\perp} \cdot i = 0\) and \(u_{\parallel} \wedge i = 0\) satisfying the above summation. These are unique and readily computed, but for this section we only need their existence.

Exterior algebra

In mathematics, the exterior product or wedge product of vectors is an algebraic construction used in geometry to study areas, volumes, and their higher-dimensional analogs.

Clifford Algebra? and Geometric, Grassmann, Exterior Algebras Pauli Spinors Weyl Spinors

Exterior algebra

In mathematics, the exterior algebra or Grassmann algebra of a vector space \(V\) is an associative algebra that contains \(V\), which has a product, called exterior product or wedge product and denoted with \(∧\), such that \(v∧v=0\) for every vector \(v\) in \(V\).

the names of the product come from the "wedge" symbol \(∧\) and the fact that the product of two elements of \(V\) is "outside" \(V\).



Differential forms

In mathematics, differential forms provide a unified approach to define integrands over curves, surfaces, solids, and higher-dimensional manifolds.

1-form

\(\int_Lf(x)dx\)

2-form

\(\iint_S\lbrack f(x,y,z)dx\wedge dy+g(x,y,z)dz\wedge dx+h(x,y,z)dy\wedge dz\rbrack\)

3-form

\(\iiint_Vf(x,y,z)dx\wedge dy\wedge dz\)


\(dx\wedge dx=0\)

\(dx\wedge dy=-dy\wedge dx\)


\(df=\frac{\partial f}{\partial x}dx+\frac{\partial f}{\partial y}dy+\frac{\partial f}{\partial z}dz\)

\(\omega=Pdx+Qdy+Rdz\)

\(d\omega=dP\wedge dx+dQ\wedge dy+dR\wedge dz\)

\(d\omega=(\frac{\partial R}{\partial y}-\frac{\partial Q}{\partial z})dy\wedge dz+(\frac{\partial P}{\partial z}-\frac{\partial R}{\partial x})dz\wedge dx+(\frac{\partial Q}{\partial x}-\frac{\partial P}{\partial y})dx\wedge dy\)

\(\omega=Ady\wedge dz+Bdz\wedge dx+Cdx\wedge dy\)

\(d\omega=dAdy\wedge dz+dBdz\wedge dx+dCdx\wedge dy\)

\(=(\frac{\partial A}{\partial x}+\frac{\partial B}{\partial y}+\frac{\partial C}{\partial z})dx\wedge dy\wedge dz\)

\(\omega=Hdx\wedge dy\wedge dz\)

\(\Rightarrow d\omega=dH\wedge dx\wedge dy\wedge dz\)

Based on Poincare Lemma, \(\int_{\partial\Sigma}\omega=\int_\Sigma d\omega\)

Start Quiz "HTML Basic"

You can test your HTML skills with W3docs' Quiz.

Learn HTML

Hyper Text Markup Language

Our free HTML tutorial for beginners will teach you HTML and how to create your website from the scratch. HTML isn't difficult, so hoping you will enjoy learning.

Start Quiz "HTML Basic"

You can test your HTML skills with W3docs' Quiz.

You will get 5% for each correct answer for single choice questions. In multiple choice question it might be up to 5%. At the end of the Quiz, your total score will be displayed. Maximum score is 100%.