In the study of
geometric algebra
In mathematics, a geometric algebra (also known as a Clifford algebra) is an algebra that can represent and manipulate geometrical objects such as vectors. Geometric algebra is built out of two fundamental operations, addition and the geometric pr ...
s, a -blade or a simple -vector is a generalization of the concept of
scalars
Scalar may refer to:
*Scalar (mathematics), an element of a field, which is used to define a vector space, usually the field of real numbers
*Scalar (physics), a physical quantity that can be described by a single element of a number field such a ...
and
vector
Vector most often refers to:
* Euclidean vector, a quantity with a magnitude and a direction
* Disease vector, an agent that carries and transmits an infectious pathogen into another living organism
Vector may also refer to:
Mathematics a ...
s to include ''simple''
bivector
In mathematics, a bivector or 2-vector is a quantity in exterior algebra or geometric algebra that extends the idea of scalars and vectors. Considering a scalar as a degree-zero quantity and a vector as a degree-one quantity, a bivector is of ...
s,
trivector
In multilinear algebra, a multivector, sometimes called Clifford number or multor, is an element of the exterior algebra of a vector space . This algebra is graded, associative and alternating, and consists of linear combinations of simple -ve ...
s, etc. Specifically, a -blade is a
-vector that can be expressed as the
exterior product
In mathematics, specifically in topology,
the interior of a subset of a topological space is the union of all subsets of that are open in .
A point that is in the interior of is an interior point of .
The interior of is the complement of ...
(informally ''wedge product'') of 1-vectors, and is of ''
grade'' .
In detail:
* A 0-blade is a
scalar.
* A 1-blade is a
vector
Vector most often refers to:
* Euclidean vector, a quantity with a magnitude and a direction
* Disease vector, an agent that carries and transmits an infectious pathogen into another living organism
Vector may also refer to:
Mathematics a ...
. Every vector is simple.
* A 2-blade is a ''simple''
bivector
In mathematics, a bivector or 2-vector is a quantity in exterior algebra or geometric algebra that extends the idea of scalars and vectors. Considering a scalar as a degree-zero quantity and a vector as a degree-one quantity, a bivector is of ...
. Sums of 2-blades are also bivectors, but not always simple. A 2-blade may be expressed as the wedge product of two vectors and :
*:
* A 3-blade is a simple trivector, that is, it may be expressed as the wedge product of three vectors , , and :
*:
* In a
vector space
In mathematics and physics, a vector space (also called a linear space) is a set (mathematics), set whose elements, often called vector (mathematics and physics), ''vectors'', can be added together and multiplied ("scaled") by numbers called sc ...
of
dimension
In physics and mathematics, the dimension of a mathematical space (or object) is informally defined as the minimum number of coordinates needed to specify any point within it. Thus, a line has a dimension of one (1D) because only one coo ...
, a blade of grade is called a ''
pseudovector
In physics and mathematics, a pseudovector (or axial vector) is a quantity that transforms like a vector under continuous rigid transformations such as rotations or translations, but which does ''not'' transform like a vector under certain ' ...
''
or an ''
antivector''.
*The highest grade element in a space is called a ''
pseudoscalar
In linear algebra, a pseudoscalar is a quantity that behaves like a scalar, except that it changes sign under a parity inversion while a true scalar does not.
A pseudoscalar, when multiplied by an ordinary vector, becomes a '' pseudovector'' ...
'', and in a space of dimension is an -blade.
* In a vector space of dimension , there are dimensions of freedom in choosing a -blade for , of which one dimension is an overall scaling multiplier.
[For Grassmannians (including the result about dimension) a good book is: . The proof of the dimensionality is actually straightforward. Take the exterior product of vectors and perform elementary column operations on these (factoring the pivots out) until the top block are elementary basis vectors of . The wedge product is then parametrized by the product of the pivots and the lower block. Compare also with the dimension of a ]Grassmannian
In mathematics, the Grassmannian \mathbf_k(V) (named in honour of Hermann Grassmann) is a differentiable manifold that parameterizes the set of all k-dimension (vector space), dimensional linear subspaces of an n-dimensional vector space V over a ...
, , in which the scalar multiplier is eliminated.
A
vector subspace
Vector most often refers to:
* Euclidean vector, a quantity with a magnitude and a direction
* Disease vector, an agent that carries and transmits an infectious pathogen into another living organism
Vector may also refer to:
Mathematics a ...
of finite dimension may be represented by the -blade formed as a wedge product of all the elements of a basis for that subspace.
Indeed, a -blade is naturally equivalent to a -subspace, up to a scalar factor. When the space is endowed with a
volume form
In mathematics, a volume form or top-dimensional form is a differential form of degree equal to the differentiable manifold dimension. Thus on a manifold M of dimension n, a volume form is an n-form. It is an element of the space of sections of t ...
(an alternating -multilinear scalar-valued function), such a -blade may be normalized to take unit value, making the correspondence unique up to a sign.
Examples
In two-dimensional space, scalars are described as 0-blades, vectors are 1-blades, and area elements are 2-blades in this context known as
pseudoscalar
In linear algebra, a pseudoscalar is a quantity that behaves like a scalar, except that it changes sign under a parity inversion while a true scalar does not.
A pseudoscalar, when multiplied by an ordinary vector, becomes a '' pseudovector'' ...
s, in that they are elements of a one-dimensional space that is distinct from regular scalars.
In three-dimensional space, 0-blades are again scalars and 1-blades are three-dimensional vectors, while 2-blades are oriented area elements. In this case 3-blades are called pseudoscalars and represent three-dimensional volume elements, which form a one-dimensional vector space similar to scalars. Unlike scalars, 3-blades transform according to the
Jacobian determinant of a
change-of-coordinate function.
See also
*
Grassmannian
In mathematics, the Grassmannian \mathbf_k(V) (named in honour of Hermann Grassmann) is a differentiable manifold that parameterizes the set of all k-dimension (vector space), dimensional linear subspaces of an n-dimensional vector space V over a ...
*
Multivector
In multilinear algebra, a multivector, sometimes called Clifford number or multor, is an element of the exterior algebra of a vector space . This algebra is graded, associative and alternating, and consists of linear combinations of simple -ve ...
*
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 \wedge, such that v\wedge v=0 for every vector ...
*
Differential form
In mathematics, differential forms provide a unified approach to define integrands over curves, surfaces, solids, and higher-dimensional manifolds. The modern notion of differential forms was pioneered by Élie Cartan. It has many applications ...
*
Geometric algebra
In mathematics, a geometric algebra (also known as a Clifford algebra) is an algebra that can represent and manipulate geometrical objects such as vectors. Geometric algebra is built out of two fundamental operations, addition and the geometric pr ...
*
Clifford algebra
In mathematics, a Clifford algebra is an algebra generated by a vector space with a quadratic form, and is a unital associative algebra with the additional structure of a distinguished subspace. As -algebras, they generalize the real number ...
Notes
References
*
*
* A Lasenby,
J Lasenby & R Wareham] (2004
''A covariant approach to geometry using geometric algebra''Technical Report. University of Cambridge Department of Engineering, Cambridge, UK.
* {{cite book , title=Computer algebra and geometric algebra with applications , year=2005 , page=329 ''ff'' , author=R Wareham , author2=J Cameron , author3=J Lasenby, author3-link=Joan Lasenby , name-list-style=amp , chapter=Applications of conformal geometric algebra to computer vision and graphics , chapter-url=https://books.google.com/books?id=uxofVAQE3LoC&pg=PA330 , editor1= Hongbo Li, editor2=Peter J Olver, editor2-link=Peter J. Olver, editor3=Gerald Sommer , isbn=3-540-26296-2 , publisher=Springer
External links
A Geometric Algebra Primer especially for computer scientists.
Geometric algebra
Vector calculus