kform: k-forms

In stokes: The Exterior Calculus

k-forms

Description

Functionality for dealing with k-forms

Usage

kform(S)
as.kform(M,coeffs,lose=TRUE)
kform_basis(n, k)
kform_general(W,k,coeffs,lose=TRUE)
is.kform(x)
d(i)
e(i,n)
## S3 method for class 'kform'
as.function(x,...)

Arguments

n	Dimension of the vector space V=\mathbb{R}^n
i	Integer
k	A k-form maps V^k to \mathbb{R}
W	Integer vector of dimensions
M, coeffs	Index matrix and coefficients for a k-form
S	Object of class spray
lose	Boolean, with default TRUE meaning to coerce a 0-form to a scalar and FALSE meaning to return the formal 0-form
x	Object of class kform
...	Further arguments, currently ignored

Details

A k-form is an alternating k-tensor. In the package, k-forms are represented as sparse arrays (spray objects), but with a class of c("kform", "spray"). The constructor function kform() takes a spray object and returns a kform object: it ensures that rows of the index matrix are strictly nonnegative integers, have no repeated entries, and are strictly increasing. Function as.kform() is more user-friendly.

• kform() is the constructor function. It takes a spray object and returns a kform.

• as.kform() also returns a kform but is a bit more user-friendly than kform().

• kform_basis() is a low-level helper function that returns a matrix whose rows constitute a basis for the vector space \Lambda^k(\mathbb{R}^n) of k-forms.

• kform_general() returns a kform object with terms that span the space of alternating tensors.

• is.kform() returns TRUE if its argument is a kform object.

• d() is an easily-typed synonym for as.kform(). The idea is that d(1) = dx, d(2)=dy, d(5)=dx^5, etc. Also note that, for example, d(1:3)=dx^dy^dz, the volume form.

Recall that a k-tensor is a multilinear map from V^k to the reals, where V=\mathbb{R}^n is a vector space. A multilinear k-tensor T is alternating if it satisfies

T\left(v_1,\ldots,v_i,\ldots,v_j,\ldots,v_k\right)= -T\left(v_1,\ldots,v_j,\ldots,v_i,\ldots,v_k\right)

In the package, an object of class kform is an efficient representation of an alternating tensor.

Function kform_basis() is a low-level helper function that returns a matrix whose rows constitute a basis for the vector space \Lambda^k(\mathbb{R}^n) of k-forms:

\phi=\sum_{1\leq i_1 < \cdots < i_k\leq n} a_{i_1\ldots i_k}\mathrm{d}x_{i_1}\wedge\cdots\wedge\mathrm{d}x_{i_k}

and indeed we have:

a_{i_1\ldots i_k}=\phi\left(\mathbf{e}_{i_1},\ldots,\mathbf{e}_{i_k}\right)

where \mathbf{e}_j,1\leq j\leq k is a basis for V.

Value

All functions documented here return a kform object except as.function.kform(), which returns a function, and is.kform(), which returns a Boolean, and e(), which returns a conjugate basis to that of d().

Note

Hubbard and Hubbard use the term “k-form”, but Spivak does not.

Author(s)

Robin K. S. Hankin

References

Hubbard and Hubbard; Spivak

See Also

ktensor,lose

Examples

as.kform(cbind(1:5,2:6),rnorm(5))
kform_general(1:4,2,coeffs=1:6)  # used in electromagnetism

K1 <- as.kform(cbind(1:5,2:6),rnorm(5))
K2 <- kform_general(5:8,2,1:6)
K1^K2  # or wedge(K1,K2)

d(1:3)
dx^dy^dz   # same thing

d(sample(9)) # coeff is +/-1 depending on even/odd permutation of 1:9

f <- as.function(wedge(K1,K2))
E <- matrix(rnorm(32),8,4)
f(E) + f(E[,c(1,3,2,4)])  # should be zero by alternating property

options(kform_symbolic_print = 'd')
(d(5)+d(7)) ^ (d(2)^d(5) + 6*d(4)^d(7))
options(kform_symbolic_print = NULL)  # revert to default

stokes documentation built on June 22, 2024, 11:56 a.m.