Distributions
We represent distributions as the real part of a complex function
in the limit where the imaginary part goes to 0. Signum (sign), delta
and doublet functions arise from "distributional" derivative of the
absolute value.
Ref.
Use definition of conjugate and derivative of abs(x) from SandBoxFunctionalSpecialFunction?
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)lib FSPECX
FunctionalSpecialFunction is now explicitly exposed in frame initial
FunctionalSpecialFunction will be automatically loaded when needed
from /var/aw/var/LatexWiki/FSPECX.NRLIB/FSPECX
wirtingerD(ex,z) == eval(D(eval(ex,z=%conjugate),%conjugate),%conjugate=z)
Type: Void
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abs(z)==sqrt(z*conjugate(z)); abs(z)
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Compiling function abs with type Variable(z) -> Expression(Integer)
Type: Expression(Integer)
Or as a function of real variables
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abz(a)==sqrt((a+%i*b)*(a-%i*b)); abz(x)
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Compiling function abz with type Variable(x) -> Expression(Complex(
Integer))
Type: Expression(Complex(Integer))
Total Wirtinger derivative of complex variables (CR-calculus)
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abs':=wirtingerD(abs(z),z)+wirtingerD(abs(z),conjugate z)
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Compiling function wirtingerD with type (Expression(Integer),
Variable(z)) -> Expression(Integer)
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Compiling function wirtingerD with type (Expression(Integer),
Expression(Integer)) -> Expression(Integer)
Type: Expression(Integer)
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abs'':=wirtingerD(abs',z)+wirtingerD(abs',conjugate z)
Type: Expression(Integer)
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abs''':=wirtingerD(abs'',z)+wirtingerD(abs'',conjugate z)
Type: Expression(Integer)
Consider a complex function of
for real
and with
.
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realSignum:=eval(eval(abs',z=a+%i*b),[conjugate(a)=a,conjugate(b)=b])
Type: Expression(Complex(Integer))
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test(realSignum=D(abz(a),a))
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Compiling function abz with type Variable(a) -> Expression(Complex(
Integer))
Type: Boolean
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signum(x)==eval(realSignum,a=x); signum(x)
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Compiling function signum with type Variable(x) -> Expression(
Complex(Integer))
Type: Expression(Complex(Integer))
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--
realDirac:=eval(eval(abs'',z=a+%i*b),[conjugate(a)=a,conjugate(b)=b])
Type: Expression(Complex(Integer))
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test(realDirac=D(abz(a),[a,a]))
Type: Boolean
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diracDelta(x)==eval(realDirac/2,a=x); diracDelta(x)
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Compiling function diracDelta with type Variable(x) -> Expression(
Complex(Integer))
Type: Expression(Complex(Integer))
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--
realUnitDoublet:=eval(eval(abs''',z=a+%i*b),[conjugate(a)=a,conjugate(b)=b])
Type: Expression(Complex(Integer))
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test(realUnitDoublet=D(abz(a),[a,a,a]))
Type: Boolean
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unitDoublet(x)==eval(-realUnitDoublet/2,a=x); unitDoublet(x)
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Compiling function unitDoublet with type Variable(x) -> Expression(
Complex(Integer))
Type: Expression(Complex(Integer))
signum Properties
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limit( signum(1) ,b=0)
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Compiling function signum with type PositiveInteger -> Expression(
Complex(Integer))
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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limit( signum(-1) ,b=0)
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Compiling function signum with type Integer -> Expression(Complex(
Integer))
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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limit( signum(0) ,b=0)
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Compiling function signum with type NonNegativeInteger -> Expression
(Complex(Integer))
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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limit( signum(x)^2 ,b=0)
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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-- odd function
test( signum(x)=-signum(-x))
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Compiling function signum with type Polynomial(Integer) ->
Expression(Complex(Integer))
Type: Boolean
diracDelta Properties
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limit( diracDelta(1) ,b=0)
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Compiling function diracDelta with type PositiveInteger ->
Expression(Complex(Integer))
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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limit( diracDelta(-1) ,b=0)
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Compiling function diracDelta with type Integer -> Expression(
Complex(Integer))
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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limit( diracDelta(0) ,b=0)
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Compiling function diracDelta with type NonNegativeInteger ->
Expression(Complex(Integer))
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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-- even function
test( diracDelta(x)=diracDelta(-x) )
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Compiling function diracDelta with type Polynomial(Integer) ->
Expression(Complex(Integer))
Type: Boolean
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limit( diracDelta(x)^2 ,b=0)
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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integrate(diracDelta(x),x=%minusInfinity..%plusInfinity,"noPole")
Type: Union(f1: OrderedCompletion
?(Expression(Complex(Integer))),
...)
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f(x)==x+c
Type: Void
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integrate(f(x)*diracDelta(x),x=%minusInfinity..%plusInfinity,"noPole")
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Compiling function f with type Variable(x) -> Polynomial(Integer)
Type: Union(f1: OrderedCompletion
?(Expression(Complex(Integer))),
...)
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integrate(f(x)*diracDelta(x-t),x=%minusInfinity..%plusInfinity,"noPole")
Type: Union(f1: OrderedCompletion
?(Expression(Complex(Integer))),
...)
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integrate(diracDelta(2*x),x=%minusInfinity..%plusInfinity,"noPole")
Type: Union(f1: OrderedCompletion
?(Expression(Complex(Integer))),
...)
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integrate(exp(x)*diracDelta(x),x=%minusInfinity..%plusInfinity,"noPole")
Type: Union(fail: failed,...)
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integrate(log(x)*diracDelta(x),x=%minusInfinity..%plusInfinity,"noPole")
Type: Union(f1: OrderedCompletion
?(Expression(Complex(Integer))),
...)
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limit( %, b=0)
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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--
limit( signum(x)*diracDelta(x) ,b=0)
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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diracDelta(x^2)
Type: Expression(Complex(Integer))
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limit(%,b=0)
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
The Unit Doublet function comes after diracDelta
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test(unitDoublet(x)=3*diracDelta(x)*signum(x)/abz(x))
Type: Boolean
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limit( unitDoublet(1) ,b=0)
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Compiling function unitDoublet with type PositiveInteger ->
Expression(Complex(Integer))
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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limit( unitDoublet(-1) ,b=0)
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Compiling function unitDoublet with type Integer -> Expression(
Complex(Integer))
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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limit( unitDoublet(0) ,b=0)
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Compiling function unitDoublet with type NonNegativeInteger ->
Expression(Complex(Integer))
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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-- odd function
test( unitDoublet(x)=-unitDoublet(-x) )
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Compiling function unitDoublet with type Polynomial(Integer) ->
Expression(Complex(Integer))
Type: Boolean
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limit( unitDoublet(x)^2 ,b=0)
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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integrate(unitDoublet(x),x=%minusInfinity..%plusInfinity,"noPole")
Type: Union(f1: OrderedCompletion
?(Expression(Complex(Integer))),
...)
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f(x)==x+c
Compiled code for f has been cleared.
1 old definition(s) deleted for function or rule f
Type: Void
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integrate(f(x)*unitDoublet(x),x=%minusInfinity..%plusInfinity,"noPole")
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Compiling function f with type Variable(x) -> Polynomial(Integer)
Type: Union(f1: OrderedCompletion
?(Expression(Complex(Integer))),
...)
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integrate(f(x)*unitDoublet(x-t),x=%minusInfinity..%plusInfinity,"noPole")
Type: Union(f1: OrderedCompletion
?(Expression(Complex(Integer))),
...)
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integrate(unitDoublet(2*x),x=%minusInfinity..%plusInfinity,"noPole")
Type: Union(f1: OrderedCompletion
?(Expression(Complex(Integer))),
...)
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f(x)==c*x
Compiled code for f has been cleared.
1 old definition(s) deleted for function or rule f
Type: Void
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integrate(f(x)*unitDoublet(x),x=%minusInfinity..%plusInfinity,"noPole")
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Compiling function f with type Variable(x) -> Polynomial(Integer)
Type: Union(f1: OrderedCompletion
?(Expression(Complex(Integer))),
...)
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--
limit( signum(x)*unitDoublet(x) ,b=0)
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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limit( diracDelta(x)*unitDoublet(x) ,b=0)
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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unitDoublet(x^2)
Type: Expression(Complex(Integer))
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limit(%,b=0)
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
Heaviside
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realHeaviside:=integrate(diracDelta(a),a)::Expression Complex Integer
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Compiling function diracDelta with type Variable(a) -> Expression(
Complex(Integer))
Type: Expression(Complex(Integer))
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heavisideStep(x)==eval(realHeaviside,a=x)
Type: Void
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limit( heavisideStep(1), b=0)
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Compiling function heavisideStep with type PositiveInteger ->
Expression(Complex(Integer))
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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limit( heavisideStep(-1) ,b=0)
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Compiling function heavisideStep with type Integer -> Expression(
Complex(Integer))
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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limit( heavisideStep(0) ,b=0)
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Compiling function heavisideStep with type NonNegativeInteger ->
Expression(Complex(Integer))
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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limit( heavisideStep(x), x=0)
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Compiling function heavisideStep with type Variable(x) -> Expression
(Complex(Integer))
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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limit( heavisideStep(x) ,x=%plusInfinity)
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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limit( heavisideStep(x) ,x=%minusInfinity)
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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test(simplify( (1+signum(x))/2 - heavisideStep(x) ) = 0)
Type: Boolean
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test(limit( integrate(heavisideStep(t),t=%minusInfinity..x, "noPole") - x*heavisideStep(x), b=0) =0)
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Compiling function heavisideStep with type Variable(t) -> Expression
(Complex(Integer))
Type: Boolean
Problems?
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-- expected 1/abs(c)
integrate(diracDelta(c*x),x=%minusInfinity..%plusInfinity,"noPole")
Type: Union(f1: OrderedCompletion
?(Expression(Complex(Integer))),
...)
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-- expected exp(x)
integrate(exp(x)*unitDoublet(x),x=%minusInfinity..%plusInfinity,"noPole")
Type: Union(fail: failed,...)
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-- expected 1/x
integrate(log(x)*unitDoublet(x),x=%minusInfinity..%plusInfinity,"noPole")
Type: Union(f1: OrderedCompletion
?(Expression(Complex(Integer))),
...)
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-- expected x*abs(x)/2
integrate(abs(x),x)
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Compiling function abs with type Variable(x) -> Expression(Integer)
Type: Union(Expression(Integer),...)
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integrate(abz(x),x)
Type: Union(Expression(Complex(Integer)),...)
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limit(%,b=0)
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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-- expected abs(x)
integrate(abs',%z)
Type: Union(Expression(Integer),...)
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integrate(signum(x),x)
Type: Union(Expression(Complex(Integer)),...)
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limit(%,b=0)
Type: Union(OrderedCompletion
?(Expression(Complex(Integer))),
...)
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-- expected signum(x)/2
integrate(abs'',%z)
Type: Union(Expression(Integer),...)
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integrate(diracDelta(x^2+y^2), x=%minusInfinity..%plusInfinity, "noPole")
Type: Union(fail: failed,...)
Convolution
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g(x)==eval((abs(a+%i*b)/2+abs(a-%i*b)/2),a=x)/2
Type: Void
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g(y)
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Compiling function abs with type Polynomial(Complex(Integer)) ->
Expression(Complex(Integer))
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Compiling function g with type Variable(y) -> Expression(Complex(
Integer))
Type: Expression(Complex(Integer))
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h(x)==heavisideStep(x+1/2)-heavisideStep(x-1/2)
Type: Void
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h(x)
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Compiling function heavisideStep with type Polynomial(Fraction(
Integer)) -> Expression(Complex(Integer))
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Compiling function h with type Variable(x) -> Expression(Complex(
Integer))
Type: Expression(Complex(Integer))
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conv:=integrate(h(x-y)*g(y),y=%minusInfinity..%plusInfinity,"noPole")
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Compiling function h with type Polynomial(Integer) -> Expression(
Complex(Integer))
Type: Union(fail: failed,...)
Representing a distribution as a series of bump functions
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)lib GDRAW
GnuDraw is now explicitly exposed in frame initial
GnuDraw will be automatically loaded when needed from
/var/aw/var/LatexWiki/GDRAW.NRLIB/GDRAW
X:=[(x/10)::DFLOAT for x in -100..100 by 1];
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Y:=[eval(unitDoublet(x),b=1.0)::DFLOAT for x in X];
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Compiling function unitDoublet with type DoubleFloat -> Expression(
Complex(DoubleFloat))
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gnuDraw(X,Y,"SandBoxDiracDeltaX2.dat")
Graph data being transmitted to the viewport manager...
FriCAS2D data being transmitted to the viewport manager...
Type: Void