Home » Archimedes archive » Acorn User » AU 1997-10 A.adf » Extras » Apple][e/PD/BOB/ARMBOB/doc/arrayDoc

Apple][e/PD/BOB/ARMBOB/doc/arrayDoc

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\#��75

  �BThe functions in the Array Library extend ArmBob to allow some vector
  �Band matrix operations to be performed.

  It is supposed that the elements of numerical input arrays are either
  all of type �AINTEGER�7 or all of type �AREAL�7. If the input arrays are both
  of type �AINTEGER�7, the output will be of type �AINTEGER�7, except for
  �8inverse()�7; otherwise the output will be of type �AREAL�7. A few of the
  functions can deal with arrays of mixed types, but this should not be
  relied on as it can lead to errors that are not detected. Arrays of
  mixed types can always be converted to �AREAL�7 arrays by using the
  function �8multiple()�7 with the �AREAL�7 factor 1.0.  

  Variables of type �AVECTOR�7 are treated as row vectors, but it may be
  expedient to treat row vectors as 1�x�n matrices and column vectors as
  n�x�1 matrices for consistency, so functions �8form_row()�7 and
  �8form_column()�7 are provided for conversions: both are special cases of
  �8form_matrix()�7.  

  Arrays with elements of type �ASTRING�7 can be formed with �8form_matrix()�7
  or �8form_column()�7 or �8form_row()�7, concatenated with �8concat()�7 and printed
  with �8printarray()�7. No other array functions can be used with string
  arrays.

  Nearly all the array functions use the auxiliary function �8newmatrix()�7,
  and �8printarray()�7 uses the function �8format()�7, so these functions are
  provided with the Array Library.

  �BInput�7

  �8form_matrix(m,n,v)
    Returns an m x n matrix from a �AVECTOR�7 v of size m*n, whose rows are
    successive sets of n elements of the vector. The elements of v should
    be all �AINTEGER�7, all �AREAL�7 or all �ASTRING�7. An error is given if the
    vector v is not of size m*n.
  
  �8form_column(v)
    Returns a column vector from a �AVECTOR�7 v. The elements of v should be all
    �AINTEGER�7 or all �AREAL�7. It is a special case of �8form_matrix()�7.

  �8form_row(v)
    Returns a row vector from a �AVECTOR�7 v. The elements of v should be all
    �AINTEGER�7 or all �AREAL�7. It is a special case of �8form_matrix()�7; also a
    �AVECTOR�7 is treated as a row vector, so this function is only included
    for convenience. 

  �BOutput

  �8printarray(A,l,p)
    Prints the elements of an array (matrix or vector) A in successive
    rows, each with field width l, and with p digits after the decimal
    point for �AREAL�7 elements by using �8format()�7.

  �8format(n,l,p)
    Formats variables of types �AINTEGER�7, �AREAL�7 and �ASTRING�7 for output. It
    converts �AREAL�7 or �AINTEGER�7 numbers n to signed decimal strings, with p
    digits after the decimal point for reals (p is irrelevant for integers
    and strings), and returns them, or strings n, either padded with
    leading spaces to make their lengths up to l or, if l is too small (in
    particular if l = 0), at full length without any leading spaces.

  �BManipulation

  �8add(c,A)
    Returns the result of adding the constant c to every element of the
    array (matrix or vector) A.

  �8sum(A,B)
    Returns the array sum A + B of matrices or vectors A and B. An error
    is given when the arrays are incompatible for addition.

  �8multiple(c,A)
    Returns the result of multiplying every element of the array (matrix
    or vector) A by the constant c.

  �8product(A,B)
    Returns the matrix product A.B of the array A (matrix or row vector)
    and the matrix B. An error is given when the arrays are incompatible
    for multiplication.

  �8trace(A)
    Returns the trace of the square matrix A. An error is given when A is
    not square.

  �8transpose(A)
    Returns the transpose of the matrix A.

  �8inverse(A)
    Returns the inverse of a non-singular square matrix A, formed by using
    elementary row operations. The elements of d can be �AINTEGER�7 or �AREAL�7,
    but the elements of the inverse will be �AREAL�7. Errors are given if A is
    not square or is singular. Elements with absolute values less than
    norm(A)/1000000 are set to zero. It uses the function �8abs()�7.

  �8concat(A,B)
   Returns the array concatenation A + B of the �ASTRING�7 arrays A and B
   (matrices or vectors). An error is given when the arrays are not
   compatible.

  �BAuxiliary functions

  �8newmatrix(m,n)
    Returns a new m x n matrix with elements of type �ANIL�7.

  �8abs(n)
    Returns the absolute value of a �AREAL�7 variable n. Used by �8inverse()�7.

  �8int_10(n)
    Returns an �AINTEGER�7 n as a decimal string. Used by �8format()�7.
00000000  5c 23 a3 a4 37 35 0a 0a  20 20 a3 42 54 68 65 20  |\#..75..  .BThe |
00000010  66 75 6e 63 74 69 6f 6e  73 20 69 6e 20 74 68 65  |functions in the|
00000020  20 41 72 72 61 79 20 4c  69 62 72 61 72 79 20 65  | Array Library e|
00000030  78 74 65 6e 64 20 41 72  6d 42 6f 62 20 74 6f 20  |xtend ArmBob to |
00000040  61 6c 6c 6f 77 20 73 6f  6d 65 20 76 65 63 74 6f  |allow some vecto|
00000050  72 0a 20 20 a3 42 61 6e  64 20 6d 61 74 72 69 78  |r.  .Band matrix|
00000060  20 6f 70 65 72 61 74 69  6f 6e 73 20 74 6f 20 62  | operations to b|
00000070  65 20 70 65 72 66 6f 72  6d 65 64 2e 0a 0a 20 20  |e performed...  |
00000080  49 74 20 69 73 20 73 75  70 70 6f 73 65 64 20 74  |It is supposed t|
00000090  68 61 74 20 74 68 65 20  65 6c 65 6d 65 6e 74 73  |hat the elements|
000000a0  20 6f 66 20 6e 75 6d 65  72 69 63 61 6c 20 69 6e  | of numerical in|
000000b0  70 75 74 20 61 72 72 61  79 73 20 61 72 65 20 65  |put arrays are e|
000000c0  69 74 68 65 72 0a 20 20  61 6c 6c 20 6f 66 20 74  |ither.  all of t|
000000d0  79 70 65 20 a3 41 49 4e  54 45 47 45 52 a3 37 20  |ype .AINTEGER.7 |
000000e0  6f 72 20 61 6c 6c 20 6f  66 20 74 79 70 65 20 a3  |or all of type .|
000000f0  41 52 45 41 4c a3 37 2e  20 49 66 20 74 68 65 20  |AREAL.7. If the |
00000100  69 6e 70 75 74 20 61 72  72 61 79 73 20 61 72 65  |input arrays are|
00000110  20 62 6f 74 68 0a 20 20  6f 66 20 74 79 70 65 20  | both.  of type |
00000120  a3 41 49 4e 54 45 47 45  52 a3 37 2c 20 74 68 65  |.AINTEGER.7, the|
00000130  20 6f 75 74 70 75 74 20  77 69 6c 6c 20 62 65 20  | output will be |
00000140  6f 66 20 74 79 70 65 20  a3 41 49 4e 54 45 47 45  |of type .AINTEGE|
00000150  52 a3 37 2c 20 65 78 63  65 70 74 20 66 6f 72 0a  |R.7, except for.|
00000160  20 20 a3 38 69 6e 76 65  72 73 65 28 29 a3 37 3b  |  .8inverse().7;|
00000170  20 6f 74 68 65 72 77 69  73 65 20 74 68 65 20 6f  | otherwise the o|
00000180  75 74 70 75 74 20 77 69  6c 6c 20 62 65 20 6f 66  |utput will be of|
00000190  20 74 79 70 65 20 a3 41  52 45 41 4c a3 37 2e 20  | type .AREAL.7. |
000001a0  41 20 66 65 77 20 6f 66  20 74 68 65 0a 20 20 66  |A few of the.  f|
000001b0  75 6e 63 74 69 6f 6e 73  20 63 61 6e 20 64 65 61  |unctions can dea|
000001c0  6c 20 77 69 74 68 20 61  72 72 61 79 73 20 6f 66  |l with arrays of|
000001d0  20 6d 69 78 65 64 20 74  79 70 65 73 2c 20 62 75  | mixed types, bu|
000001e0  74 20 74 68 69 73 20 73  68 6f 75 6c 64 20 6e 6f  |t this should no|
000001f0  74 20 62 65 0a 20 20 72  65 6c 69 65 64 20 6f 6e  |t be.  relied on|
00000200  20 61 73 20 69 74 20 63  61 6e 20 6c 65 61 64 20  | as it can lead |
00000210  74 6f 20 65 72 72 6f 72  73 20 74 68 61 74 20 61  |to errors that a|
00000220  72 65 20 6e 6f 74 20 64  65 74 65 63 74 65 64 2e  |re not detected.|
00000230  20 41 72 72 61 79 73 20  6f 66 0a 20 20 6d 69 78  | Arrays of.  mix|
00000240  65 64 20 74 79 70 65 73  20 63 61 6e 20 61 6c 77  |ed types can alw|
00000250  61 79 73 20 62 65 20 63  6f 6e 76 65 72 74 65 64  |ays be converted|
00000260  20 74 6f 20 a3 41 52 45  41 4c a3 37 20 61 72 72  | to .AREAL.7 arr|
00000270  61 79 73 20 62 79 20 75  73 69 6e 67 20 74 68 65  |ays by using the|
00000280  0a 20 20 66 75 6e 63 74  69 6f 6e 20 a3 38 6d 75  |.  function .8mu|
00000290  6c 74 69 70 6c 65 28 29  a3 37 20 77 69 74 68 20  |ltiple().7 with |
000002a0  74 68 65 20 a3 41 52 45  41 4c a3 37 20 66 61 63  |the .AREAL.7 fac|
000002b0  74 6f 72 20 31 2e 30 2e  20 20 0a 0a 20 20 56 61  |tor 1.0.  ..  Va|
000002c0  72 69 61 62 6c 65 73 20  6f 66 20 74 79 70 65 20  |riables of type |
000002d0  a3 41 56 45 43 54 4f 52  a3 37 20 61 72 65 20 74  |.AVECTOR.7 are t|
000002e0  72 65 61 74 65 64 20 61  73 20 72 6f 77 20 76 65  |reated as row ve|
000002f0  63 74 6f 72 73 2c 20 62  75 74 20 69 74 20 6d 61  |ctors, but it ma|
00000300  79 20 62 65 0a 20 20 65  78 70 65 64 69 65 6e 74  |y be.  expedient|
00000310  20 74 6f 20 74 72 65 61  74 20 72 6f 77 20 76 65  | to treat row ve|
00000320  63 74 6f 72 73 20 61 73  20 31 a0 78 a0 6e 20 6d  |ctors as 1.x.n m|
00000330  61 74 72 69 63 65 73 20  61 6e 64 20 63 6f 6c 75  |atrices and colu|
00000340  6d 6e 20 76 65 63 74 6f  72 73 20 61 73 0a 20 20  |mn vectors as.  |
00000350  6e a0 78 a0 31 20 6d 61  74 72 69 63 65 73 20 66  |n.x.1 matrices f|
00000360  6f 72 20 63 6f 6e 73 69  73 74 65 6e 63 79 2c 20  |or consistency, |
00000370  73 6f 20 66 75 6e 63 74  69 6f 6e 73 20 a3 38 66  |so functions .8f|
00000380  6f 72 6d 5f 72 6f 77 28  29 a3 37 20 61 6e 64 0a  |orm_row().7 and.|
00000390  20 20 a3 38 66 6f 72 6d  5f 63 6f 6c 75 6d 6e 28  |  .8form_column(|
000003a0  29 a3 37 20 61 72 65 20  70 72 6f 76 69 64 65 64  |).7 are provided|
000003b0  20 66 6f 72 20 63 6f 6e  76 65 72 73 69 6f 6e 73  | for conversions|
000003c0  3a 20 62 6f 74 68 20 61  72 65 20 73 70 65 63 69  |: both are speci|
000003d0  61 6c 20 63 61 73 65 73  20 6f 66 0a 20 20 a3 38  |al cases of.  .8|
000003e0  66 6f 72 6d 5f 6d 61 74  72 69 78 28 29 a3 37 2e  |form_matrix().7.|
000003f0  20 20 0a 0a 20 20 41 72  72 61 79 73 20 77 69 74  |  ..  Arrays wit|
00000400  68 20 65 6c 65 6d 65 6e  74 73 20 6f 66 20 74 79  |h elements of ty|
00000410  70 65 20 a3 41 53 54 52  49 4e 47 a3 37 20 63 61  |pe .ASTRING.7 ca|
00000420  6e 20 62 65 20 66 6f 72  6d 65 64 20 77 69 74 68  |n be formed with|
00000430  20 a3 38 66 6f 72 6d 5f  6d 61 74 72 69 78 28 29  | .8form_matrix()|
00000440  a3 37 0a 20 20 6f 72 20  a3 38 66 6f 72 6d 5f 63  |.7.  or .8form_c|
00000450  6f 6c 75 6d 6e 28 29 a3  37 20 6f 72 20 a3 38 66  |olumn().7 or .8f|
00000460  6f 72 6d 5f 72 6f 77 28  29 a3 37 2c 20 63 6f 6e  |orm_row().7, con|
00000470  63 61 74 65 6e 61 74 65  64 20 77 69 74 68 20 a3  |catenated with .|
00000480  38 63 6f 6e 63 61 74 28  29 a3 37 20 61 6e 64 20  |8concat().7 and |
00000490  70 72 69 6e 74 65 64 0a  20 20 77 69 74 68 20 a3  |printed.  with .|
000004a0  38 70 72 69 6e 74 61 72  72 61 79 28 29 a3 37 2e  |8printarray().7.|
000004b0  20 4e 6f 20 6f 74 68 65  72 20 61 72 72 61 79 20  | No other array |
000004c0  66 75 6e 63 74 69 6f 6e  73 20 63 61 6e 20 62 65  |functions can be|
000004d0  20 75 73 65 64 20 77 69  74 68 20 73 74 72 69 6e  | used with strin|
000004e0  67 0a 20 20 61 72 72 61  79 73 2e 0a 0a 20 20 4e  |g.  arrays...  N|
000004f0  65 61 72 6c 79 20 61 6c  6c 20 74 68 65 20 61 72  |early all the ar|
00000500  72 61 79 20 66 75 6e 63  74 69 6f 6e 73 20 75 73  |ray functions us|
00000510  65 20 74 68 65 20 61 75  78 69 6c 69 61 72 79 20  |e the auxiliary |
00000520  66 75 6e 63 74 69 6f 6e  20 a3 38 6e 65 77 6d 61  |function .8newma|
00000530  74 72 69 78 28 29 a3 37  2c 0a 20 20 61 6e 64 20  |trix().7,.  and |
00000540  a3 38 70 72 69 6e 74 61  72 72 61 79 28 29 a3 37  |.8printarray().7|
00000550  20 75 73 65 73 20 74 68  65 20 66 75 6e 63 74 69  | uses the functi|
00000560  6f 6e 20 a3 38 66 6f 72  6d 61 74 28 29 a3 37 2c  |on .8format().7,|
00000570  20 73 6f 20 74 68 65 73  65 20 66 75 6e 63 74 69  | so these functi|
00000580  6f 6e 73 20 61 72 65 0a  20 20 70 72 6f 76 69 64  |ons are.  provid|
00000590  65 64 20 77 69 74 68 20  74 68 65 20 41 72 72 61  |ed with the Arra|
000005a0  79 20 4c 69 62 72 61 72  79 2e 0a 0a 20 20 a3 42  |y Library...  .B|
000005b0  49 6e 70 75 74 a3 37 0a  0a 20 20 a3 38 66 6f 72  |Input.7..  .8for|
000005c0  6d 5f 6d 61 74 72 69 78  28 6d 2c 6e 2c 76 29 0a  |m_matrix(m,n,v).|
000005d0  20 20 20 20 52 65 74 75  72 6e 73 20 61 6e 20 6d  |    Returns an m|
000005e0  20 78 20 6e 20 6d 61 74  72 69 78 20 66 72 6f 6d  | x n matrix from|
000005f0  20 61 20 a3 41 56 45 43  54 4f 52 a3 37 20 76 20  | a .AVECTOR.7 v |
00000600  6f 66 20 73 69 7a 65 20  6d 2a 6e 2c 20 77 68 6f  |of size m*n, who|
00000610  73 65 20 72 6f 77 73 20  61 72 65 0a 20 20 20 20  |se rows are.    |
00000620  73 75 63 63 65 73 73 69  76 65 20 73 65 74 73 20  |successive sets |
00000630  6f 66 20 6e 20 65 6c 65  6d 65 6e 74 73 20 6f 66  |of n elements of|
00000640  20 74 68 65 20 76 65 63  74 6f 72 2e 20 54 68 65  | the vector. The|
00000650  20 65 6c 65 6d 65 6e 74  73 20 6f 66 20 76 20 73  | elements of v s|
00000660  68 6f 75 6c 64 0a 20 20  20 20 62 65 20 61 6c 6c  |hould.    be all|
00000670  20 a3 41 49 4e 54 45 47  45 52 a3 37 2c 20 61 6c  | .AINTEGER.7, al|
00000680  6c 20 a3 41 52 45 41 4c  a3 37 20 6f 72 20 61 6c  |l .AREAL.7 or al|
00000690  6c 20 a3 41 53 54 52 49  4e 47 a3 37 2e 20 41 6e  |l .ASTRING.7. An|
000006a0  20 65 72 72 6f 72 20 69  73 20 67 69 76 65 6e 20  | error is given |
000006b0  69 66 20 74 68 65 0a 20  20 20 20 76 65 63 74 6f  |if the.    vecto|
000006c0  72 20 76 20 69 73 20 6e  6f 74 20 6f 66 20 73 69  |r v is not of si|
000006d0  7a 65 20 6d 2a 6e 2e 0a  20 20 0a 20 20 a3 38 66  |ze m*n..  .  .8f|
000006e0  6f 72 6d 5f 63 6f 6c 75  6d 6e 28 76 29 0a 20 20  |orm_column(v).  |
000006f0  20 20 52 65 74 75 72 6e  73 20 61 20 63 6f 6c 75  |  Returns a colu|
00000700  6d 6e 20 76 65 63 74 6f  72 20 66 72 6f 6d 20 61  |mn vector from a|
00000710  20 a3 41 56 45 43 54 4f  52 a3 37 20 76 2e 20 54  | .AVECTOR.7 v. T|
00000720  68 65 20 65 6c 65 6d 65  6e 74 73 20 6f 66 20 76  |he elements of v|
00000730  20 73 68 6f 75 6c 64 20  62 65 20 61 6c 6c 0a 20  | should be all. |
00000740  20 20 20 a3 41 49 4e 54  45 47 45 52 a3 37 20 6f  |   .AINTEGER.7 o|
00000750  72 20 61 6c 6c 20 a3 41  52 45 41 4c a3 37 2e 20  |r all .AREAL.7. |
00000760  49 74 20 69 73 20 61 20  73 70 65 63 69 61 6c 20  |It is a special |
00000770  63 61 73 65 20 6f 66 20  a3 38 66 6f 72 6d 5f 6d  |case of .8form_m|
00000780  61 74 72 69 78 28 29 a3  37 2e 0a 0a 20 20 a3 38  |atrix().7...  .8|
00000790  66 6f 72 6d 5f 72 6f 77  28 76 29 0a 20 20 20 20  |form_row(v).    |
000007a0  52 65 74 75 72 6e 73 20  61 20 72 6f 77 20 76 65  |Returns a row ve|
000007b0  63 74 6f 72 20 66 72 6f  6d 20 61 20 a3 41 56 45  |ctor from a .AVE|
000007c0  43 54 4f 52 a3 37 20 76  2e 20 54 68 65 20 65 6c  |CTOR.7 v. The el|
000007d0  65 6d 65 6e 74 73 20 6f  66 20 76 20 73 68 6f 75  |ements of v shou|
000007e0  6c 64 20 62 65 20 61 6c  6c 0a 20 20 20 20 a3 41  |ld be all.    .A|
000007f0  49 4e 54 45 47 45 52 a3  37 20 6f 72 20 61 6c 6c  |INTEGER.7 or all|
00000800  20 a3 41 52 45 41 4c a3  37 2e 20 49 74 20 69 73  | .AREAL.7. It is|
00000810  20 61 20 73 70 65 63 69  61 6c 20 63 61 73 65 20  | a special case |
00000820  6f 66 20 a3 38 66 6f 72  6d 5f 6d 61 74 72 69 78  |of .8form_matrix|
00000830  28 29 a3 37 3b 20 61 6c  73 6f 20 61 0a 20 20 20  |().7; also a.   |
00000840  20 a3 41 56 45 43 54 4f  52 a3 37 20 69 73 20 74  | .AVECTOR.7 is t|
00000850  72 65 61 74 65 64 20 61  73 20 61 20 72 6f 77 20  |reated as a row |
00000860  76 65 63 74 6f 72 2c 20  73 6f 20 74 68 69 73 20  |vector, so this |
00000870  66 75 6e 63 74 69 6f 6e  20 69 73 20 6f 6e 6c 79  |function is only|
00000880  20 69 6e 63 6c 75 64 65  64 0a 20 20 20 20 66 6f  | included.    fo|
00000890  72 20 63 6f 6e 76 65 6e  69 65 6e 63 65 2e 20 0a  |r convenience. .|
000008a0  0a 20 20 a3 42 4f 75 74  70 75 74 0a 0a 20 20 a3  |.  .BOutput..  .|
000008b0  38 70 72 69 6e 74 61 72  72 61 79 28 41 2c 6c 2c  |8printarray(A,l,|
000008c0  70 29 0a 20 20 20 20 50  72 69 6e 74 73 20 74 68  |p).    Prints th|
000008d0  65 20 65 6c 65 6d 65 6e  74 73 20 6f 66 20 61 6e  |e elements of an|
000008e0  20 61 72 72 61 79 20 28  6d 61 74 72 69 78 20 6f  | array (matrix o|
000008f0  72 20 76 65 63 74 6f 72  29 20 41 20 69 6e 20 73  |r vector) A in s|
00000900  75 63 63 65 73 73 69 76  65 0a 20 20 20 20 72 6f  |uccessive.    ro|
00000910  77 73 2c 20 65 61 63 68  20 77 69 74 68 20 66 69  |ws, each with fi|
00000920  65 6c 64 20 77 69 64 74  68 20 6c 2c 20 61 6e 64  |eld width l, and|
00000930  20 77 69 74 68 20 70 20  64 69 67 69 74 73 20 61  | with p digits a|
00000940  66 74 65 72 20 74 68 65  20 64 65 63 69 6d 61 6c  |fter the decimal|
00000950  0a 20 20 20 20 70 6f 69  6e 74 20 66 6f 72 20 a3  |.    point for .|
00000960  41 52 45 41 4c a3 37 20  65 6c 65 6d 65 6e 74 73  |AREAL.7 elements|
00000970  20 62 79 20 75 73 69 6e  67 20 a3 38 66 6f 72 6d  | by using .8form|
00000980  61 74 28 29 a3 37 2e 0a  0a 20 20 a3 38 66 6f 72  |at().7...  .8for|
00000990  6d 61 74 28 6e 2c 6c 2c  70 29 0a 20 20 20 20 46  |mat(n,l,p).    F|
000009a0  6f 72 6d 61 74 73 20 76  61 72 69 61 62 6c 65 73  |ormats variables|
000009b0  20 6f 66 20 74 79 70 65  73 20 a3 41 49 4e 54 45  | of types .AINTE|
000009c0  47 45 52 a3 37 2c 20 a3  41 52 45 41 4c a3 37 20  |GER.7, .AREAL.7 |
000009d0  61 6e 64 20 a3 41 53 54  52 49 4e 47 a3 37 20 66  |and .ASTRING.7 f|
000009e0  6f 72 20 6f 75 74 70 75  74 2e 20 49 74 0a 20 20  |or output. It.  |
000009f0  20 20 63 6f 6e 76 65 72  74 73 20 a3 41 52 45 41  |  converts .AREA|
00000a00  4c a3 37 20 6f 72 20 a3  41 49 4e 54 45 47 45 52  |L.7 or .AINTEGER|
00000a10  a3 37 20 6e 75 6d 62 65  72 73 20 6e 20 74 6f 20  |.7 numbers n to |
00000a20  73 69 67 6e 65 64 20 64  65 63 69 6d 61 6c 20 73  |signed decimal s|
00000a30  74 72 69 6e 67 73 2c 20  77 69 74 68 20 70 0a 20  |trings, with p. |
00000a40  20 20 20 64 69 67 69 74  73 20 61 66 74 65 72 20  |   digits after |
00000a50  74 68 65 20 64 65 63 69  6d 61 6c 20 70 6f 69 6e  |the decimal poin|
00000a60  74 20 66 6f 72 20 72 65  61 6c 73 20 28 70 20 69  |t for reals (p i|
00000a70  73 20 69 72 72 65 6c 65  76 61 6e 74 20 66 6f 72  |s irrelevant for|
00000a80  20 69 6e 74 65 67 65 72  73 0a 20 20 20 20 61 6e  | integers.    an|
00000a90  64 20 73 74 72 69 6e 67  73 29 2c 20 61 6e 64 20  |d strings), and |
00000aa0  72 65 74 75 72 6e 73 20  74 68 65 6d 2c 20 6f 72  |returns them, or|
00000ab0  20 73 74 72 69 6e 67 73  20 6e 2c 20 65 69 74 68  | strings n, eith|
00000ac0  65 72 20 70 61 64 64 65  64 20 77 69 74 68 0a 20  |er padded with. |
00000ad0  20 20 20 6c 65 61 64 69  6e 67 20 73 70 61 63 65  |   leading space|
00000ae0  73 20 74 6f 20 6d 61 6b  65 20 74 68 65 69 72 20  |s to make their |
00000af0  6c 65 6e 67 74 68 73 20  75 70 20 74 6f 20 6c 20  |lengths up to l |
00000b00  6f 72 2c 20 69 66 20 6c  20 69 73 20 74 6f 6f 20  |or, if l is too |
00000b10  73 6d 61 6c 6c 20 28 69  6e 0a 20 20 20 20 70 61  |small (in.    pa|
00000b20  72 74 69 63 75 6c 61 72  20 69 66 20 6c 20 3d 20  |rticular if l = |
00000b30  30 29 2c 20 61 74 20 66  75 6c 6c 20 6c 65 6e 67  |0), at full leng|
00000b40  74 68 20 77 69 74 68 6f  75 74 20 61 6e 79 20 6c  |th without any l|
00000b50  65 61 64 69 6e 67 20 73  70 61 63 65 73 2e 0a 0a  |eading spaces...|
00000b60  20 20 a3 42 4d 61 6e 69  70 75 6c 61 74 69 6f 6e  |  .BManipulation|
00000b70  0a 0a 20 20 a3 38 61 64  64 28 63 2c 41 29 0a 20  |..  .8add(c,A). |
00000b80  20 20 20 52 65 74 75 72  6e 73 20 74 68 65 20 72  |   Returns the r|
00000b90  65 73 75 6c 74 20 6f 66  20 61 64 64 69 6e 67 20  |esult of adding |
00000ba0  74 68 65 20 63 6f 6e 73  74 61 6e 74 20 63 20 74  |the constant c t|
00000bb0  6f 20 65 76 65 72 79 20  65 6c 65 6d 65 6e 74 20  |o every element |
00000bc0  6f 66 20 74 68 65 0a 20  20 20 20 61 72 72 61 79  |of the.    array|
00000bd0  20 28 6d 61 74 72 69 78  20 6f 72 20 76 65 63 74  | (matrix or vect|
00000be0  6f 72 29 20 41 2e 0a 0a  20 20 a3 38 73 75 6d 28  |or) A...  .8sum(|
00000bf0  41 2c 42 29 0a 20 20 20  20 52 65 74 75 72 6e 73  |A,B).    Returns|
00000c00  20 74 68 65 20 61 72 72  61 79 20 73 75 6d 20 41  | the array sum A|
00000c10  20 2b 20 42 20 6f 66 20  6d 61 74 72 69 63 65 73  | + B of matrices|
00000c20  20 6f 72 20 76 65 63 74  6f 72 73 20 41 20 61 6e  | or vectors A an|
00000c30  64 20 42 2e 20 41 6e 20  65 72 72 6f 72 0a 20 20  |d B. An error.  |
00000c40  20 20 69 73 20 67 69 76  65 6e 20 77 68 65 6e 20  |  is given when |
00000c50  74 68 65 20 61 72 72 61  79 73 20 61 72 65 20 69  |the arrays are i|
00000c60  6e 63 6f 6d 70 61 74 69  62 6c 65 20 66 6f 72 20  |ncompatible for |
00000c70  61 64 64 69 74 69 6f 6e  2e 0a 0a 20 20 a3 38 6d  |addition...  .8m|
00000c80  75 6c 74 69 70 6c 65 28  63 2c 41 29 0a 20 20 20  |ultiple(c,A).   |
00000c90  20 52 65 74 75 72 6e 73  20 74 68 65 20 72 65 73  | Returns the res|
00000ca0  75 6c 74 20 6f 66 20 6d  75 6c 74 69 70 6c 79 69  |ult of multiplyi|
00000cb0  6e 67 20 65 76 65 72 79  20 65 6c 65 6d 65 6e 74  |ng every element|
00000cc0  20 6f 66 20 74 68 65 20  61 72 72 61 79 20 28 6d  | of the array (m|
00000cd0  61 74 72 69 78 0a 20 20  20 20 6f 72 20 76 65 63  |atrix.    or vec|
00000ce0  74 6f 72 29 20 41 20 62  79 20 74 68 65 20 63 6f  |tor) A by the co|
00000cf0  6e 73 74 61 6e 74 20 63  2e 0a 0a 20 20 a3 38 70  |nstant c...  .8p|
00000d00  72 6f 64 75 63 74 28 41  2c 42 29 0a 20 20 20 20  |roduct(A,B).    |
00000d10  52 65 74 75 72 6e 73 20  74 68 65 20 6d 61 74 72  |Returns the matr|
00000d20  69 78 20 70 72 6f 64 75  63 74 20 41 2e 42 20 6f  |ix product A.B o|
00000d30  66 20 74 68 65 20 61 72  72 61 79 20 41 20 28 6d  |f the array A (m|
00000d40  61 74 72 69 78 20 6f 72  20 72 6f 77 20 76 65 63  |atrix or row vec|
00000d50  74 6f 72 29 0a 20 20 20  20 61 6e 64 20 74 68 65  |tor).    and the|
00000d60  20 6d 61 74 72 69 78 20  42 2e 20 41 6e 20 65 72  | matrix B. An er|
00000d70  72 6f 72 20 69 73 20 67  69 76 65 6e 20 77 68 65  |ror is given whe|
00000d80  6e 20 74 68 65 20 61 72  72 61 79 73 20 61 72 65  |n the arrays are|
00000d90  20 69 6e 63 6f 6d 70 61  74 69 62 6c 65 0a 20 20  | incompatible.  |
00000da0  20 20 66 6f 72 20 6d 75  6c 74 69 70 6c 69 63 61  |  for multiplica|
00000db0  74 69 6f 6e 2e 0a 0a 20  20 a3 38 74 72 61 63 65  |tion...  .8trace|
00000dc0  28 41 29 0a 20 20 20 20  52 65 74 75 72 6e 73 20  |(A).    Returns |
00000dd0  74 68 65 20 74 72 61 63  65 20 6f 66 20 74 68 65  |the trace of the|
00000de0  20 73 71 75 61 72 65 20  6d 61 74 72 69 78 20 41  | square matrix A|
00000df0  2e 20 41 6e 20 65 72 72  6f 72 20 69 73 20 67 69  |. An error is gi|
00000e00  76 65 6e 20 77 68 65 6e  20 41 20 69 73 0a 20 20  |ven when A is.  |
00000e10  20 20 6e 6f 74 20 73 71  75 61 72 65 2e 0a 0a 20  |  not square... |
00000e20  20 a3 38 74 72 61 6e 73  70 6f 73 65 28 41 29 0a  | .8transpose(A).|
00000e30  20 20 20 20 52 65 74 75  72 6e 73 20 74 68 65 20  |    Returns the |
00000e40  74 72 61 6e 73 70 6f 73  65 20 6f 66 20 74 68 65  |transpose of the|
00000e50  20 6d 61 74 72 69 78 20  41 2e 0a 0a 20 20 a3 38  | matrix A...  .8|
00000e60  69 6e 76 65 72 73 65 28  41 29 0a 20 20 20 20 52  |inverse(A).    R|
00000e70  65 74 75 72 6e 73 20 74  68 65 20 69 6e 76 65 72  |eturns the inver|
00000e80  73 65 20 6f 66 20 61 20  6e 6f 6e 2d 73 69 6e 67  |se of a non-sing|
00000e90  75 6c 61 72 20 73 71 75  61 72 65 20 6d 61 74 72  |ular square matr|
00000ea0  69 78 20 41 2c 20 66 6f  72 6d 65 64 20 62 79 20  |ix A, formed by |
00000eb0  75 73 69 6e 67 0a 20 20  20 20 65 6c 65 6d 65 6e  |using.    elemen|
00000ec0  74 61 72 79 20 72 6f 77  20 6f 70 65 72 61 74 69  |tary row operati|
00000ed0  6f 6e 73 2e 20 54 68 65  20 65 6c 65 6d 65 6e 74  |ons. The element|
00000ee0  73 20 6f 66 20 64 20 63  61 6e 20 62 65 20 a3 41  |s of d can be .A|
00000ef0  49 4e 54 45 47 45 52 a3  37 20 6f 72 20 a3 41 52  |INTEGER.7 or .AR|
00000f00  45 41 4c a3 37 2c 0a 20  20 20 20 62 75 74 20 74  |EAL.7,.    but t|
00000f10  68 65 20 65 6c 65 6d 65  6e 74 73 20 6f 66 20 74  |he elements of t|
00000f20  68 65 20 69 6e 76 65 72  73 65 20 77 69 6c 6c 20  |he inverse will |
00000f30  62 65 20 a3 41 52 45 41  4c a3 37 2e 20 45 72 72  |be .AREAL.7. Err|
00000f40  6f 72 73 20 61 72 65 20  67 69 76 65 6e 20 69 66  |ors are given if|
00000f50  20 41 20 69 73 0a 20 20  20 20 6e 6f 74 20 73 71  | A is.    not sq|
00000f60  75 61 72 65 20 6f 72 20  69 73 20 73 69 6e 67 75  |uare or is singu|
00000f70  6c 61 72 2e 20 45 6c 65  6d 65 6e 74 73 20 77 69  |lar. Elements wi|
00000f80  74 68 20 61 62 73 6f 6c  75 74 65 20 76 61 6c 75  |th absolute valu|
00000f90  65 73 20 6c 65 73 73 20  74 68 61 6e 0a 20 20 20  |es less than.   |
00000fa0  20 6e 6f 72 6d 28 41 29  2f 31 30 30 30 30 30 30  | norm(A)/1000000|
00000fb0  20 61 72 65 20 73 65 74  20 74 6f 20 7a 65 72 6f  | are set to zero|
00000fc0  2e 20 49 74 20 75 73 65  73 20 74 68 65 20 66 75  |. It uses the fu|
00000fd0  6e 63 74 69 6f 6e 20 a3  38 61 62 73 28 29 a3 37  |nction .8abs().7|
00000fe0  2e 0a 0a 20 20 a3 38 63  6f 6e 63 61 74 28 41 2c  |...  .8concat(A,|
00000ff0  42 29 0a 20 20 20 52 65  74 75 72 6e 73 20 74 68  |B).   Returns th|
00001000  65 20 61 72 72 61 79 20  63 6f 6e 63 61 74 65 6e  |e array concaten|
00001010  61 74 69 6f 6e 20 41 20  2b 20 42 20 6f 66 20 74  |ation A + B of t|
00001020  68 65 20 a3 41 53 54 52  49 4e 47 a3 37 20 61 72  |he .ASTRING.7 ar|
00001030  72 61 79 73 20 41 20 61  6e 64 20 42 0a 20 20 20  |rays A and B.   |
00001040  28 6d 61 74 72 69 63 65  73 20 6f 72 20 76 65 63  |(matrices or vec|
00001050  74 6f 72 73 29 2e 20 41  6e 20 65 72 72 6f 72 20  |tors). An error |
00001060  69 73 20 67 69 76 65 6e  20 77 68 65 6e 20 74 68  |is given when th|
00001070  65 20 61 72 72 61 79 73  20 61 72 65 20 6e 6f 74  |e arrays are not|
00001080  0a 20 20 20 63 6f 6d 70  61 74 69 62 6c 65 2e 0a  |.   compatible..|
00001090  0a 20 20 a3 42 41 75 78  69 6c 69 61 72 79 20 66  |.  .BAuxiliary f|
000010a0  75 6e 63 74 69 6f 6e 73  0a 0a 20 20 a3 38 6e 65  |unctions..  .8ne|
000010b0  77 6d 61 74 72 69 78 28  6d 2c 6e 29 0a 20 20 20  |wmatrix(m,n).   |
000010c0  20 52 65 74 75 72 6e 73  20 61 20 6e 65 77 20 6d  | Returns a new m|
000010d0  20 78 20 6e 20 6d 61 74  72 69 78 20 77 69 74 68  | x n matrix with|
000010e0  20 65 6c 65 6d 65 6e 74  73 20 6f 66 20 74 79 70  | elements of typ|
000010f0  65 20 a3 41 4e 49 4c a3  37 2e 0a 0a 20 20 a3 38  |e .ANIL.7...  .8|
00001100  61 62 73 28 6e 29 0a 20  20 20 20 52 65 74 75 72  |abs(n).    Retur|
00001110  6e 73 20 74 68 65 20 61  62 73 6f 6c 75 74 65 20  |ns the absolute |
00001120  76 61 6c 75 65 20 6f 66  20 61 20 a3 41 52 45 41  |value of a .AREA|
00001130  4c a3 37 20 76 61 72 69  61 62 6c 65 20 6e 2e 20  |L.7 variable n. |
00001140  55 73 65 64 20 62 79 20  a3 38 69 6e 76 65 72 73  |Used by .8invers|
00001150  65 28 29 a3 37 2e 0a 0a  20 20 a3 38 69 6e 74 5f  |e().7...  .8int_|
00001160  31 30 28 6e 29 0a 20 20  20 20 52 65 74 75 72 6e  |10(n).    Return|
00001170  73 20 61 6e 20 a3 41 49  4e 54 45 47 45 52 a3 37  |s an .AINTEGER.7|
00001180  20 6e 20 61 73 20 61 20  64 65 63 69 6d 61 6c 20  | n as a decimal |
00001190  73 74 72 69 6e 67 2e 20  55 73 65 64 20 62 79 20  |string. Used by |
000011a0  a3 38 66 6f 72 6d 61 74  28 29 a3 37 2e 0a        |.8format().7..|
000011ae