Programmer Guide/Command Reference/EVAL/complex arithmetic: Difference between revisions
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{{DISPLAYTITLE:complex | {{DISPLAYTITLE:complex arithmetic}}__NOTOC__ | ||
Because the current version of the {{STX}} [[Programmer_Guide/Command_Reference/EVAL|EVAL command]] | Because the current version of the {{STX}} [[Programmer_Guide/Command_Reference/EVAL|EVAL command]] does not support a complex data type, a package of functions is used to implement arithmetic and special handling for [[#complex numerical objects|complex numbers]]. | ||
The package consists of the following functions: | |||
:[[#complex → complex|cr2p, cp2r, conj]], [[#complex → real|cr2len, cr2phi, cget]], [[#real → complex|cset, conj]], [[#multiplication and division (element-wise)|cmul, cdiv]], [[#special functions|ctrn, cdot, cmulv]] | |||
==complex numerical objects== | |||
:{|class=" | :* A complex number or complex scalar is a numerical object ''v'' with 2 rows and 1 column (a vector): | ||
::{|class="keinrahmen" | |||
|- | |- | ||
|''v''[0] = || ''re'' (cartesian: real part) or ''len'' (polar: length) | |||
| | |- | ||
|''v''[1] = || ''im'' (cartesian: imaginary part) or ''phi'' (polar: phase) | |||
|} | |||
:* A complex vector with N elements is a numerical object ''v'' with 2N rows and 1 column (a vector): | |||
::{|class="keinrahmen" | |||
|- | |||
|''v''[2*i] = || ''re''<sub>i</sub> or ''len''<sub>i</sub> | |||
|- | |||
|''v''[2*i+1] = || ''im''<sub>i</sub> or ''phi''<sub>i</sub> | |||
|} | |} | ||
: | :* A complex matrix with MxN elements is a numerical object ''v'' with 2N rows and M columns (a matrix): | ||
::{|class="keinrahmen" | |||
: | |- | ||
|''v''[2*i,j] = || ''re''<sub>i,j</sub> or ''len''<sub>i,j</sub> | |||
|- | |||
|''v''[2*i+1,j] = || ''im''<sub>i,j</sub> or ''phi''<sub>i,j</sub> | |||
|} | |||
:* In general a numerical object containing '''N x M''' complex numbers (N≥1, M≥1), consists of 2N rows and M columns, because each complex number uses two cells of a row. | |||
:* If a numerical object containing '''N x M''' complex numbers, is converted element-wise to real, the resulting object consists of '''N x M''' real numbers. | |||
;complex | ==complex → complex== | ||
:{|class=" | :{|class="keinrahmen" | ||
|''xc'' ||... any complex type | |||
| any complex type | |||
|- | |- | ||
|''rc'' ..||... same '''complex''' type as ''xc'' | |||
| same ''' | |||
|} | |} | ||
:;<code>'' | :;<code>''rc'' = '''cr2p'''(''xc'')</code>: Convert ''xc'' from cartesian (real, imaginary) to polar (length, phase) format. | ||
:;<code>''rc'' = '''cp2r'''(''xc'')</code>: Convert ''xc'' from polar (length, phase) to cartesian (real, imaginary) format. | |||
:;<code>'' | :;<code>''rc'' = '''conj'''(''xc'')</code>: Conjugate ''xc''; ''xc'' must be in cartesian format. | ||
:;<code>'' | |||
;real | ==complex → real== | ||
:{|class=" | :{|class="keinrahmen" | ||
|''xc'' ||... any complex type | |||
| any | |||
|- | |- | ||
|''r'' ||... same '''real''' type as ''xc'' | |||
|same type as ''x'' | |} | ||
:;<code>''r'' = '''cr2len'''(''xc'')</code>: Compute length of ''xc''; ''xc'' is stored in cartesian format. | |||
:;<code>''r'' = '''cr2phi'''(''xc'')</code>: Compute phase of ''xc''; ''xc'' is stored in cartesian format. | |||
:;<code>''r'' = '''cget'''(''xc'', 0)</code>: Get real part or length of ''xc'' (depends on format of ''xc''). | |||
:;<code>''r'' = '''cget'''(''xc'', 1)</code>: Get imaginary part or phase of ''xc'' (depends on format of ''xc''). | |||
==real → complex== | |||
:{|class="keinrahmen" | |||
|''x'' ||... any real type | |||
|- | |||
|''y'' ||... same type as ''x'' | |||
|- | |- | ||
|''rc'' ||... same '''complex''' type as ''x'' | |||
| same '''complex''' type as ''x'' | |||
|} | |} | ||
:;<code>''rc''=cset(''x'',''y'')</code>: Combine elements of ''x'' (real part or length) and ''y'' (imaginary part or phase) to | :;<code>''rc'' = '''cset'''(''x'', ''y'')</code>: Combine elements of ''x'' (real part or length) and ''y'' (imaginary part or phase) to complex numbers. | ||
==multiplication and division (element-wise)== | |||
:{|class=" | :{|class="keinrahmen" | ||
|''xc'' ||... any complex type (re,im) | |||
| any complex type (re,im) | |||
|- | |- | ||
|''yc'' ||... same '''complex''' type as 'xc' | |||
| same type as 'xc' | |||
|- | |- | ||
|''n'' ||... real or complex number (re,im) | |||
| | |||
|- | |- | ||
|result ''rc'' ||... same '''complex''' type as ''xc'' | |||
| same '''complex''' type as ''xc'' | |||
|} | |} | ||
:;<code>''rc''=cmul(''xc'',''n'')</code> | :;<code>''rc'' = '''cmul'''(''xc'', ''n'')</code> | ||
:;<code>''rc''=cmul(''n'',''xc'')</code>: Multiply each element of ''xc'' with the real or complex number ''n''. | :;<code>''rc'' = '''cmul'''(''n'', ''xc'')</code>: Multiply each element of ''xc'' with the real or complex number ''n''. | ||
:;<code>''rc''=cmul(''xc'',''yc'')</code>: Multiply ''xc'' and ''yc'' element by element. | ::<code>''rc''<sub>i,j</sub> = ''xc''<sub>i,j</sub> * ''n''</code> | ||
:;<code>''rc'' = '''cmul'''(''xc'', ''yc'')</code>: Multiply ''xc'' and ''yc'' element by element. | |||
::<code>''rc''<sub>i,j</sub> = ''xc''<sub>i,j</sub> * ''yc''<sub>i,j</sub></code> | |||
: | :;<code>''rc'' = '''cdiv'''(''xc'')</code>: Compute the inverse of each element of ''xc''. | ||
::<code>''rc''<sub>i,j</sub> = 1 / ''xc''<sub>i,j</sub></code> | |||
:;<code>''rc'' = '''cdiv'''(''xc'', ''n'')</code>: Divide each element of ''xc'' by the complex number ''n''. | |||
::<code>''rc''<sub>i,j</sub> = ''xc''<sub>i,j</sub> / ''n''</code> | |||
:;<code>''rc''= | :;<code>''rc'' = '''cdiv'''(''xc'', ''yc'')</code>: Divide ''xc'' by ''yc'' element by element. | ||
:;<code>''rc''= | ::<code>''rc''<sub>i,j</sub> = ''xc''<sub>i,j</sub> / ''yc''<sub>i,j</sub></code> | ||
;See also: [[ | ==special functions== | ||
:;<code>''rc''<sub>matrix</sub> = '''ctrn'''(''xc''<sub>matrix</sub>)</code>: Transposed the complex matrix ''xc''. | |||
::<code>''rc''<sub>i,j</sub> = ''xc''<sub>j,i</sub></code> | |||
:;<code>''rc''<sub>scalar</sub> = '''cdot'''(''xc''<sub>vector</sub>, ''yc''<sub>vector</sub>)</code>: Compute the dot product (inner product) of the two complex vectors ''xc'' and ''yc'' (both with N elements). | |||
::<code>''rc'' = sum<sub>i=0..N-1</sub> (''xc''<sub>i</sub> * ''yc''<sub>i</sub>) , i=0..N-1</code> | |||
:;<code>''rc''<sub>matrix</sub> = '''cmulv'''(''xc''<sub>vector</sub>, ''yc''<sub>vector</sub>)</code>: Compute the tensor (or dyadic) product of the two complex vectors ''xc'' and ''yc''. | |||
::<code>''rc''<sub>i,j</sub> = ''xc''<sub>i</sub> * ''yc''<sub>j</sub></code> | |||
:;<code>''rc''<sub>vector</sub> = '''cmulv'''(''xc''<sub>vector</sub>, ''yc''<sub>matrix</sub>)</code>: Compute the product of the complex vector ''xc'' (N elements) and the complex matrix ''yc'' (N rows, M columns). | |||
::<code>''rc''<sub>j</sub> = sum<sub>i=0..N-1</sub> (''xc''<sub>i</sub> * ''yc''<sub>i,j</sub>) , j=0..M-1</code> | |||
:;<code>''rc''<sub>vector</sub> = '''cmulv'''(''xc''<sub>matrix</sub>, ''yc''<sub>vector</sub>)</code>: Compute the product of the complex matrix ''xc'' (N rows, M columns) and the complex vector ''yc'' (M elements). | |||
::<code>''rc''<sub>i</sub> = sum<sub>j=0..M-1</sub> (''xc''<sub>i,j</sub> * ''yc''<sub>j</sub>) , i=0..N-1</code> | |||
:;<code>''rc''<sub>matrix</sub> = '''cmulv'''(''xc''<sub>matrix</sub>, ''yc''<sub>matrix</sub>)</code>: Compute the product of the complex '''NxM''' matrix ''xc'' and the complex '''MxL''' matrix ''yc''. The result is the complex NxL matrix ''rc''. | |||
::<code>''rc''<sub>i,k</sub> = sum<sub>j=0..M-1</sub> (''xc''<sub>i,j</sub> * ''yc''<sub>j,i</sub>) , i=0..N-1 and k=0..L-1</code> | |||
==See also== | |||
:[[../#complex numbers|complex numbers]], [[../vvset|vvset]], [[../vvget|vvget]], [[../vv|vv]], [[../fft|fft]], [[../dft|dft]] | |||
[[ | [[../#Functions|<function list>]] |
Latest revision as of 10:15, 2 May 2012
Because the current version of the STx EVAL command does not support a complex data type, a package of functions is used to implement arithmetic and special handling for complex numbers.
The package consists of the following functions:
complex numerical objects
- A complex number or complex scalar is a numerical object v with 2 rows and 1 column (a vector):
v[0] = re (cartesian: real part) or len (polar: length) v[1] = im (cartesian: imaginary part) or phi (polar: phase)
- A complex vector with N elements is a numerical object v with 2N rows and 1 column (a vector):
v[2*i] = rei or leni v[2*i+1] = imi or phii
- A complex matrix with MxN elements is a numerical object v with 2N rows and M columns (a matrix):
v[2*i,j] = rei,j or leni,j v[2*i+1,j] = imi,j or phii,j
- In general a numerical object containing N x M complex numbers (N≥1, M≥1), consists of 2N rows and M columns, because each complex number uses two cells of a row.
- If a numerical object containing N x M complex numbers, is converted element-wise to real, the resulting object consists of N x M real numbers.
complex → complex
xc ... any complex type rc .. ... same complex type as xc
rc = cr2p(xc)
- Convert xc from cartesian (real, imaginary) to polar (length, phase) format.
rc = cp2r(xc)
- Convert xc from polar (length, phase) to cartesian (real, imaginary) format.
rc = conj(xc)
- Conjugate xc; xc must be in cartesian format.
complex → real
xc ... any complex type r ... same real type as xc
r = cr2len(xc)
- Compute length of xc; xc is stored in cartesian format.
r = cr2phi(xc)
- Compute phase of xc; xc is stored in cartesian format.
r = cget(xc, 0)
- Get real part or length of xc (depends on format of xc).
r = cget(xc, 1)
- Get imaginary part or phase of xc (depends on format of xc).
real → complex
x ... any real type y ... same type as x rc ... same complex type as x
rc = cset(x, y)
- Combine elements of x (real part or length) and y (imaginary part or phase) to complex numbers.
multiplication and division (element-wise)
xc ... any complex type (re,im) yc ... same complex type as 'xc' n ... real or complex number (re,im) result rc ... same complex type as xc
rc = cmul(xc, n)
rc = cmul(n, xc)
- Multiply each element of xc with the real or complex number n.
rci,j = xci,j * n
rc = cmul(xc, yc)
- Multiply xc and yc element by element.
rci,j = xci,j * yci,j
rc = cdiv(xc)
- Compute the inverse of each element of xc.
rci,j = 1 / xci,j
rc = cdiv(xc, n)
- Divide each element of xc by the complex number n.
rci,j = xci,j / n
rc = cdiv(xc, yc)
- Divide xc by yc element by element.
rci,j = xci,j / yci,j
special functions
rcmatrix = ctrn(xcmatrix)
- Transposed the complex matrix xc.
rci,j = xcj,i
rcscalar = cdot(xcvector, ycvector)
- Compute the dot product (inner product) of the two complex vectors xc and yc (both with N elements).
rc = sumi=0..N-1 (xci * yci) , i=0..N-1
rcmatrix = cmulv(xcvector, ycvector)
- Compute the tensor (or dyadic) product of the two complex vectors xc and yc.
rci,j = xci * ycj
rcvector = cmulv(xcvector, ycmatrix)
- Compute the product of the complex vector xc (N elements) and the complex matrix yc (N rows, M columns).
rcj = sumi=0..N-1 (xci * yci,j) , j=0..M-1
rcvector = cmulv(xcmatrix, ycvector)
- Compute the product of the complex matrix xc (N rows, M columns) and the complex vector yc (M elements).
rci = sumj=0..M-1 (xci,j * ycj) , i=0..N-1
rcmatrix = cmulv(xcmatrix, ycmatrix)
- Compute the product of the complex NxM matrix xc and the complex MxL matrix yc. The result is the complex NxL matrix rc.
rci,k = sumj=0..M-1 (xci,j * ycj,i) , i=0..N-1 and k=0..L-1