PDL::Complex.3pm

Langue: en

Autres versions - même langue

Version: 2010-06-05 (fedora - 01/12/10)

Section: 3 (Bibliothèques de fonctions)

Sommaire

NAME

PDL::Complex - handle complex numbers

SYNOPSIS

   use PDL;
   use PDL::Complex;

DESCRIPTION

This module features a growing number of functions manipulating complex numbers. These are usually represented as a pair "[ real imag ]" or "[ angle phase ]". If not explicitly mentioned, the functions can work inplace (not yet implemented!!!) and require rectangular form.

While there is a procedural interface available ("$a/$b*$c <=" Cmul (Cdiv $a, $b), $c)>), you can also opt to cast your pdl's into the "PDL::Complex" datatype, which works just like your normal piddles, but with all the normal perl operators overloaded.

The latter means that "sin($a) + $b/$c" will be evaluated using the normal rules of complex numbers, while other pdl functions (like "max") just treat the piddle as a real-valued piddle with a lowest dimension of size 2, so "max" will return the maximum of all real and imaginary parts, not the ``highest'' (for some definition)

TIPS, TRICKS & CAVEATS

*
"i" is a constant exported by this module, which represents "-1**0.5", i.e. the imaginary unit. it can be used to quickly and conviniently write complex constants like this: "4+3*i".
*
Use "r2C(real-values)" to convert from real to complex, as in "$r = Cpow $cplx, r2C 2". The overloaded operators automatically do that for you, all the other functions, do not. So "Croots 1, 5" will return all the fifths roots of 1+1*i (due to threading).
*
use "cplx(real-valued-piddle)" to cast from normal piddles intot he complex datatype. Use "real(complex-valued-piddle)" to cast back. This requires a copy, though.
*
This module has received some testing by Vanuxem GrA~Xgory (g.vanuxem at wanadoo dot fr). Please report any other errors you come across!

EXAMPLE WALK-THROUGH

The complex constant five is equal to "pdl(1,0)": 
    perldl> p $x = r2C 5
    [5 0]

Now calculate the three roots of of five:

    perldl> p $r = Croots $x, 3 
 
    [
     [  1.7099759           0]
     [-0.85498797   1.4808826]
     [-0.85498797  -1.4808826]
    ]

Check that these really are the roots of unity:

    perldl> p $r ** 3
 
    [
     [             5              0]
     [             5 -3.4450524e-15]
     [             5 -9.8776239e-15]
    ]

Duh! Could be better. Now try by multiplying $r three times with itself:

    perldl> p $r*$r*$r
 
    [
     [             5              0]
     [             5 -2.8052647e-15]
     [             5 -7.5369398e-15]
    ]

Well... maybe "Cpow" (which is used by the "**" operator) isn't as bad as I thought. Now multiply by "i" and negate, which is just a very expensive way of swapping real and imaginary parts.

    perldl> p -($r*i)
 
    [
     [         -0   1.7099759]
     [  1.4808826 -0.85498797]
     [ -1.4808826 -0.85498797]
    ]

Now plot the magnitude of (part of) the complex sine. First generate the coefficients:

    perldl> $sin = i * zeroes(50)->xlinvals(2,4)
                     + zeroes(50)->xlinvals(0,7)

Now plot the imaginary part, the real part and the magnitude of the sine into the same diagram:

    perldl> line im sin $sin; hold
    perldl> line re sin $sin
    perldl> line abs sin $sin

Sorry, but I didn't yet try to reproduce the diagram in this text. Just run the commands yourself, making sure that you have loaded "PDL::Complex" (and "PDL::Graphics::PGPLOT").

FUNCTIONS

cplx real-valued-pdl

Cast a real-valued piddle to the complex datatype. The first dimension of the piddle must be of size 2. After this the usual (complex) arithmetic operators are applied to this pdl, rather than the normal elementwise pdl operators. Dataflow to the complex parent works. Use "sever" on the result if you don't want this.

complex real-valued-pdl

Cast a real-valued piddle to the complex datatype without dataflow and inplace. Achieved by merely reblessing a piddle. The first dimension of the piddle must be of size 2.

real cplx-valued-pdl

Cast a complex valued pdl back to the ``normal'' pdl datatype. Afterwards the normal elementwise pdl operators are used in operations. Dataflow to the real parent works. Use "sever" on the result if you don't want this.

r2C

   Signature: (r(); [o]c(m=2))

convert real to complex, assuming an imaginary part of zero

r2C does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

i2C

   Signature: (r(); [o]c(m=2))

convert imaginary to complex, assuming a real part of zero

i2C does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Cr2p

   Signature: (r(m=2); float+ [o]p(m=2))

convert complex numbers in rectangular form to polar (mod,arg) form

Cr2p does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Cp2r

   Signature: (r(m=2); [o]p(m=2))

convert complex numbers in polar (mod,arg) form to rectangular form

Cp2r does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Cmul

   Signature: (a(m=2); b(m=2); [o]c(m=2))

complex multiplication

Cmul does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Cprodover

   Signature: (a(m=2,n); [o]c(m=2))

Project via product to N-1 dimension

Cprodover does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Cscale

   Signature: (a(m=2); b(); [o]c(m=2))

mixed complex/real multiplication

Cscale does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Cdiv

   Signature: (a(m=2); b(m=2); [o]c(m=2))

complex division

Cdiv does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Ccmp

   Signature: (a(m=2); b(m=2); [o]c())

Complex comparison oeprator (spaceship). It orders by real first, then by imaginary. Hm, but it is mathematical nonsense! Complex numbers cannot be ordered.

Ccmp does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Cconj

   Signature: (a(m=2); [o]c(m=2))

complex conjugation

Cconj does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Cabs

   Signature: (a(m=2); [o]c())

complex "abs()" (also known as modulus)

Cabs does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Cabs2

   Signature: (a(m=2); [o]c())

complex squared "abs()" (also known squared modulus)

Cabs2 does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Carg

   Signature: (a(m=2); [o]c())

complex argument function (``angle'')

Carg does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Csin

   Signature: (a(m=2); [o]c(m=2))
 
 

   sin (a) = 1/(2*i) * (exp (a*i) - exp (-a*i))

Csin does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Ccos

   Signature: (a(m=2); [o]c(m=2))
 
 

   cos (a) = 1/2 * (exp (a*i) + exp (-a*i))

Ccos does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Ctan a [not inplace]

   tan (a) = -i * (exp (a*i) - exp (-a*i)) / (exp (a*i) + exp (-a*i))

Cexp

   Signature: (a(m=2); [o]c(m=2))

exp (a) = exp (real (a)) * (cos (imag (a)) + i * sin (imag (a)))

Cexp does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Clog

   Signature: (a(m=2); [o]c(m=2))

log (a) = log (cabs (a)) + i * carg (a)

Clog does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Cpow

   Signature: (a(m=2); b(m=2); [o]c(m=2))

complex "pow()" ("**"-operator)

Cpow does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Csqrt

   Signature: (a(m=2); [o]c(m=2))

Csqrt does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Casin

   Signature: (a(m=2); [o]c(m=2))

Casin does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Cacos

   Signature: (a(m=2); [o]c(m=2))

Cacos does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Catan cplx [not inplace]

Return the complex "atan()".

Csinh

   Signature: (a(m=2); [o]c(m=2))
 
 

   sinh (a) = (exp (a) - exp (-a)) / 2

Csinh does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Ccosh

   Signature: (a(m=2); [o]c(m=2))
 
 

   cosh (a) = (exp (a) + exp (-a)) / 2

Ccosh does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Ctanh

   Signature: (a(m=2); [o]c(m=2))

Ctanh does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Casinh

   Signature: (a(m=2); [o]c(m=2))

Casinh does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Cacosh

   Signature: (a(m=2); [o]c(m=2))

Cacosh does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Catanh

   Signature: (a(m=2); [o]c(m=2))

Catanh does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Cproj

   Signature: (a(m=2); [o]c(m=2))

compute the projection of a complex number to the riemann sphere

Cproj does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

Croots

   Signature: (a(m=2); [o]c(m=2,n); int n => n)

Compute the "n" roots of "a". "n" must be a positive integer. The result will always be a complex type!

Croots does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

re cplx, im cplx

Return the real or imaginary part of the complex number(s) given. These are slicing operators, so data flow works. The real and imaginary parts are returned as piddles (ref eq PDL).

rCpolynomial

   Signature: (coeffs(n); x(c=2,m); [o]out(c=2,m))

evaluate the polynomial with (real) coefficients "coeffs" at the (complex) position(s) "x". "coeffs[0]" is the constant term.

rCpolynomial does not process bad values. It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.

AUTHOR

Copyright (C) 2000 Marc Lehmann <pcg@goof.com>. All rights reserved. There is no warranty. You are allowed to redistribute this software / documentation as described in the file COPYING in the PDL distribution.

SEE ALSO

perl(1), PDL.