spray (version 1.0)

deriv:

Description

Partial differentiation of spray objects interpreted as multivariate polynomials

Usage

# S3 method for spray
deriv(expr, i , derivative = 1, ...)
aderiv(S,orders)

Arguments

expr

A spray object, interpreted as a multivariate polynomial

i

Dimension to differentiate with respect to

derivative

How many times to differentiate

...

Further arguments, currently ignored

S

spray object

orders

The orders of the differentials

Value

Both functions return a spray object.

Details

Function deriv.spray() is the method for generic spray(); if S is a spray object, then spray(S,i,n) returns \(\partial^n S/\partial x_i^n = S^{\left(x_i,\ldots,x_i\right)}\).

Function aderiv() is the generalized derivative; if S is a spray of arity 3, then aderiv(S,c(i,j,k)) returns \(\frac{\partial S^{i+j+k}}{\partial x_1^i\partial x_2^j\partial x_3^k}\).

See Also

asum

Examples

S <- spray(matrix(sample(-2:2,15,replace=TRUE),ncol=3),addrepeats=TRUE)

deriv(S,1)
deriv(S,2,2)

# differentiation is invariant under order:
aderiv(S,1:3) == deriv(deriv(deriv(S,1,1),2,2),3,3)

# Leibniz's rule:
S1 <- spray(matrix(sample(0:3,replace=TRUE,21),ncol=3),sample(7),addrepeats=TRUE)
S2 <- spray(matrix(sample(0:3,replace=TRUE,15),ncol=3),sample(5),addrepeats=TRUE)

S1*deriv(S2,1) + deriv(S1,1)*S2 == deriv(S1*S2,1)

# Generalized Leibniz:
aderiv(S1*S2,c(1,1,0)) == (
aderiv(S1,c(0,0,0))*aderiv(S2,c(1,1,0)) +
aderiv(S1,c(0,1,0))*aderiv(S2,c(1,0,0)) +
aderiv(S1,c(1,0,0))*aderiv(S2,c(0,1,0)) +
aderiv(S1,c(1,1,0))*aderiv(S2,c(0,0,0)) 
)