Previous: Introduction to Numbers, Up: Numbers [Contents][Index]

#### 5.1.2 Functions and Variables for Numbers

Function: bfloat (expr) ¶

  `bfloat` replaces integers, rationals, floating point numbers, and some symbolic constants in expr with bigfloat (variable-precision floating point) numbers.

  The constants `%e`, `%gamma`, `%phi`, and `%pi` are replaced by a numerical approximation. However, `%e` in `%e^x` is not replaced by a numeric value unless `bfloat(x)` is a number.

  `bfloat` also causes numerical evaluation of some built-in functions, namely trigonometric functions, exponential functions, `abs`, and `log`.

  The number of significant digits in the resulting bigfloats is specified by the global variable `fpprec`. Bigfloats already present in expr are replaced with values which have precision specified by the current value of `fpprec`.

  When `float2bf` is `false`, a warning message is printed when a floating point number is replaced by a bigfloat number with less precision.

  Examples:

  `bfloat` replaces integers, rationals, floating point numbers, and some symbolic constants in expr with bigfloat numbers.

      (%i1) bfloat([123, 17/29, 1.75]);
      (%o1)        [1.23b2, 5.862068965517241b-1, 1.75b0]
      (%i2) bfloat([%e, %gamma, %phi, %pi]);
      (%o2) [2.718281828459045b0, 5.772156649015329b-1,
                              1.618033988749895b0, 3.141592653589793b0]
      (%i3) bfloat((f(123) + g(h(17/29)))/(x + %gamma));
               1.0b0 (g(h(5.862068965517241b-1)) + f(1.23b2))
      (%o3)    ----------------------------------------------
                          x + 5.772156649015329b-1

  `bfloat` also causes numerical evaluation of some built-in functions.

      (%i1) bfloat(sin(17/29));
      (%o1)                 5.532051841609784b-1
      (%i2) bfloat(exp(%pi));
      (%o2)                  2.314069263277927b1
      (%i3) bfloat(abs(-%gamma));
      (%o3)                 5.772156649015329b-1
      (%i4) bfloat(log(%phi));
      (%o4)                 4.812118250596035b-1

  Categories: Numerical evaluation ·

Function: bfloatp (expr) ¶

  Returns `true` if expr is a bigfloat number, otherwise `false`.

  Categories: Numerical evaluation · Predicate functions ·

Option variable: bftorat ¶

  Default value: `false`

  `bftorat` controls the conversion of bfloats to rational numbers. When `bftorat` is `false`, `ratepsilon` will be used to control the conversion (this results in relatively small rational numbers). When `bftorat` is `true`, the rational number generated will accurately represent the bfloat.

  Note: `bftorat` has no effect on the transformation to rational numbers with the function `rationalize`.

  Example:

      (%i1) ratepsilon:1e-4;
      (%o1)                         1.0e-4
      (%i2) rat(bfloat(11111/111111)), bftorat:false;
      `rat' replaced 9.99990999991B-2 by 1/10 = 1.0B-1
                                     1
      (%o2)/R/                       --
                                     10
      (%i3) rat(bfloat(11111/111111)), bftorat:true;
      `rat' replaced 9.99990999991B-2 by 11111/111111 = 9.99990999991B-2
                                   11111
      (%o3)/R/                     ------
                                   111111

  Categories: Numerical evaluation ·

Option variable: bftrunc ¶

  Default value: `true`

  `bftrunc` causes trailing zeroes in non-zero bigfloat numbers not to be displayed. Thus, if `bftrunc` is `false`, `bfloat (1)` displays as `1.000000000000000B0`. Otherwise, this is displayed as `1.0B0`.

  Categories: Numerical evaluation ·

Function: bigfloat_bits () ¶

  Returns the number of bits of precision in a bigfloat number. This value depends, of course, on the value of `fpprec`.

      (%i1) fpprec:16;
      (%o1)                                 16
      (%i2) bigfloat_bits();
      (%o2)                                 56
      (%i3) fpprec:32;
      (%o3)                                 32
      (%i4) bigfloat_bits();
      (%o4)                                 109

  Categories: Numerical evaluation ·

Function: bigfloat_eps () ¶

  Returns the smallest bigfloat value, `eps`, such that `1+eps` is not equal to 1. The value depends on `fpprec`, of course.

      (%i1) fpprec:16;
      (%o1)                                 16
      (%i2) bigfloat_eps();
      (%o2)                        1.387778780781446b-17
      (%i3) fpprec:32;
      (%o3)                                 32
      (%i4) bigfloat_eps();
      (%o4)                1.5407439555097886824447823540679b-33

  Categories: Numerical evaluation ·

Function: decode_float (f) ¶

  `decode_float` takes a float f and returns a list of three values that characterizes f, which must be either a `float` or `bfloat`. The first value has the same type as f, but is a number in the range `[1, 2)`. The second value is an exponent. The third value is a float of the same type as f and has the value of 1 if f is greater than or equal to 0; otherwise, -1.

  If the returned list is `[mantissa, expo, sign]`, then `scale_float(mantissa, exp)*sign` is identical to f.

      (%i1) decode_float(4e0);
      (%o1)                            [1.0, 2, 1.0]
      (%i2) decode_float(4b0);
      (%o2)                          [1.0b0, 2, 1.0b0]
      (%i3) decode_float(%pi);

      decode_float is only defined for floats and bfloats: %pi
       -- an error. To debug this try: debugmode(true);
      (%i4) decode_float(float(%pi));
      (%o4)                     [1.570796326794897, 1, 1.0]
      (%i5) decode_float(1.1e-5);
      (%o5)                        [1.441792, - 17, 1.0]
      (%i6) %[1]*2^%[2];
      (%o6)                               1.1e-5

  This is a relatively simple interface to Common Lisp decode_float. However we return a signficand in the range `[1,2)` instead of `[0.5, 1)`. The former matches IEEE-754. Of course, this is extended to support bfloats.

  Categories: Numerical evaluation ·

Function: evenp (expr) ¶

  Returns `true` if expr is a literal even integer, otherwise `false`.

  `evenp` returns `false` if expr is a symbol, even if expr is declared `even`.

  Categories: Predicate functions ·

Function: float (expr) ¶

  Converts integers, rational numbers and bigfloats in expr to floating point numbers. It is also an `evflag`, `float` causes non-integral rational numbers and bigfloat numbers to be converted to floating point.

  Categories: Numerical evaluation · Evaluation flags ·

Option variable: float2bf ¶

  Default value: `true`

  When `float2bf` is `false`, a warning message is printed when a floating point number is replaced by a bigfloat number with less precision.

  Categories: Numerical evaluation ·

Function: float_bits () ¶

  Returns the number of bits of precision of a floating-point number.

  Categories: Numerical evaluation ·

Function: float_eps () ¶

  Returns the smallest floating-point value, `eps`, such that `1+eps` is not equal to 1.

  Categories: Numerical evaluation ·

Function: float_precision (f) ¶

  Returns the number of bits of precision of a floating-point number, which can be either a float or bigfloat. This is basically the number of bits used to represent the mantissa of a floating-point number. For floats, this is 53 (for IEEE double-floats), but can be less when denormal numbers occur. For bigfloats, this is equal to `fpprec`, when converted from digits to bits.

  Categories: Numerical evaluation ·

Function: floatnump (expr) ¶

  Returns `true` if expr is a floating point number, otherwise `false`.

  Categories: Numerical evaluation · Predicate functions ·

Option variable: fpprec ¶

  Default value: 16

  `fpprec` is the number of significant digits for arithmetic on bigfloat numbers. `fpprec` does not affect computations on ordinary floating point numbers.

  See also `bfloat` and `fpprintprec`.

  Categories: Numerical evaluation ·

Option variable: fpprintprec ¶

  Default value: 0

  `fpprintprec` is the number of digits to print when printing an ordinary float or bigfloat number.

  For ordinary floating point numbers, when `fpprintprec` has a value between 2 and 16 (inclusive), the number of digits printed is equal to `fpprintprec`. Otherwise, `fpprintprec` is 0, or greater than 16, and the number is printed "readably": that is, it is printed with sufficient digits to exactly reconstruct the number on input.

  For bigfloat numbers, when `fpprintprec` has a value between 2 and `fpprec` (inclusive), the number of digits printed is equal to `fpprintprec`. Otherwise, `fpprintprec` is 0, or greater than `fpprec`, and the number of digits printed is equal to `fpprec`.

  For both ordinary floats and bigfloats, trailing zero digits are suppressed. The actual number of digits printed is less than `fpprintprec` if there are trailing zero digits.

  `fpprintprec` cannot be 1.

  Categories: Numerical evaluation · Display flags and variables ·

Function: integerp (expr) ¶

  Returns `true` if expr is a literal numeric integer, otherwise `false`.

  `integerp` returns `false` if expr is a symbol, even if expr is declared `integer`.

  Examples:

      (%i1) integerp (0);
      (%o1)                         true
      (%i2) integerp (1);
      (%o2)                         true
      (%i3) integerp (-17);
      (%o3)                         true
      (%i4) integerp (0.0);
      (%o4)                         false
      (%i5) integerp (1.0);
      (%o5)                         false
      (%i6) integerp (%pi);
      (%o6)                         false
      (%i7) integerp (n);
      (%o7)                         false
      (%i8) declare (n, integer);
      (%o8)                         done
      (%i9) integerp (n);
      (%o9)                         false

  Categories: Predicate functions ·

Function: integer_decode_float (f) ¶

  `integer_decode_float` takes a float f and returns a list of three values that characterizes f, which must be either a `float` or `bfloat`. The first value is an integer. The second value is an exponent. The third value is 1 if f is positive or zero; otherwise, -1.

  If the returned list is `[mantissa, expo, sign]`, then `scale_float(fl(mantissa), expo)*sign` is identical to f. Here, `fl` is either `float` or `bfloat` depending on whether f is a `float` or a `bfloat`.

      (%i1) integer_decode_float(4.0);
      (%o1)                     [4503599627370496, - 50, 1]
      (%i2) integer_decode_float(4b0);
      (%o2)                    [36028797018963968, - 53, 1]
      (%i3) scale_float(float(%o1[1]), %o1[2]);
      (%o3)                                 4.0
      (%i4) scale_float(bfloat(%o2[1]), %o2[2]);
      (%o4)                                4.0b0
      (%i5) integer_decode_float(4);

      decode_float is only defined for floats and bfloats: 4
       -- an error. To debug this try: debugmode(true);
      (%i6) integer_decode_float(1e-7);
      (%o6)                     [7555786372591432, - 76, 1]
      (%i7) integer_decode_float(1b-7);
      (%o7)                    [60446290980731459, - 79, 1]
      (%i8) scale_float(float(%o6[1]), %o6[2]);
      (%o8)                               1.0e-7

  For lisps that support denormal numbers, we have the following results.

      (%i1) integer_decode_float(least_positive_float);
      (%o1)                           [1, - 1074, 1]
      (%i2) integer_decode_float(100*least_positive_float);
      (%o2)                          [100, - 1074, 1]
      (%i3) integer_decode_float(least_positive_normalized_float);
      (%o3)                    [4503599627370496, - 1074, 1]

  The number of bits in the integer part decreases as the denormal number decreases. Bfloat numbers do not have denormals because the exponent is not bounded.

  This is a relatively simple interface to Common Lisp integer_decode_float. However, the integer part can vary depending on the Lisp implementation; we return the same value, independent of the Lisp implementation. Of course, this is extended to support bfloats.

  Categories: Numerical evaluation ·

Function: is_power_of_two (n) ¶

  `is_power_to_two` returns `true` if n is a power of two and `false` otherwise. n may be an integer, a rational, a float, or a big float.

  Some examples:

      (%i1) is_power_of_two(0);
      (%o1)                                false
      (%i2) is_power_of_two(4);
      (%o2)                                true
      (%i3) is_power_of_two(355/113);
      (%o3)                                false
      (%i4) is_power_of_two(1/32);
      (%o4)                                true
      (%i5) is_power_of_two(1048576);
      (%o5)                                true
      (%i6) is_power_of_two(1048575);
      (%o6)                                false
      (%i7) is_power_of_two(0.0);
      (%o7)                                false
      (%i8) is_power_of_two(1048576.0);
      (%o8)                                true
      (%i9) is_power_of_two(1048575.0);
      (%o9)                                false
      (%i10) is_power_of_two(1/256.0);
      (%o10)                               true
      (%i11) is_power_of_two(0b0);
      (%o11)                               false
      (%i12) is_power_of_two(1048576b0);
      (%o12)                               true
      (%i13) is_power_of_two(1048575b0);
      (%o13)                               false
      (%i14) is_power_of_two(1/256b0);
      (%o14)                               true

  Categories: Predicate functions ·

Option variable: m1pbranch ¶

  Default value: `false`

  `m1pbranch` is the principal branch for `-1` to a power. Quantities such as `(-1)^(1/3)` (that is, an "odd" rational exponent) and `(-1)^(1/4)` (that is, an "even" rational exponent) are handled as follows:

                    domain:real

      (-1)^(1/3):      -1
      (-1)^(1/4):   (-1)^(1/4)

                   domain:complex
      m1pbranch:false          m1pbranch:true
      (-1)^(1/3)               1/2+%i*sqrt(3)/2
      (-1)^(1/4)              sqrt(2)/2+%i*sqrt(2)/2

  Categories: Expressions · Global flags ·

Function: nonnegintegerp (n) ¶

  Return `true` if and only if `n >= 0` and n is an integer.

  Categories: Predicate functions ·

Function: numberp (expr) ¶

  Returns `true` if expr is a literal integer, rational number, floating point number, or bigfloat, otherwise `false`.

  `numberp` returns `false` if expr is a symbol, even if expr is a symbolic number such as `%pi` or `%i`, or declared to be `even`, `odd`, `integer`, `rational`, `irrational`, `real`, `imaginary`, or `complex`.

  Examples:

      (%i1) numberp (42);
      (%o1)                         true
      (%i2) numberp (-13/19);
      (%o2)                         true
      (%i3) numberp (3.14159);
      (%o3)                         true
      (%i4) numberp (-1729b-4);
      (%o4)                         true
      (%i5) map (numberp, [%e, %pi, %i, %phi, inf, minf]);
      (%o5)      [false, false, false, false, false, false]
      (%i6) declare (a, even, b, odd, c, integer, d, rational,
           e, irrational, f, real, g, imaginary, h, complex);
      (%o6)                         done
      (%i7) map (numberp, [a, b, c, d, e, f, g, h]);
      (%o7) [false, false, false, false, false, false, false, false]

  Categories: Predicate functions ·

Option variable: numer ¶

  `numer` causes some mathematical functions (including exponentiation) with numerical arguments to be evaluated in floating point. It causes variables in `expr` which have been given numerals to be replaced by their values. It also sets the `float` switch on.

  See also `%enumer`.

  Examples:

      (%i1) [sqrt(2), sin(1), 1/(1+sqrt(3))];
                                              1
      (%o1)            [sqrt(2), sin(1), -----------]
                                         sqrt(3) + 1

      (%i2) [sqrt(2), sin(1), 1/(1+sqrt(3))],numer;
      (%o2) [1.414213562373095, 0.8414709848078965, 0.3660254037844387]

  Categories: Numerical evaluation · Evaluation flags ·

Option variable: numer_pbranch ¶

  Default value: `false`

  The option variable `numer_pbranch` controls the numerical evaluation of the power of a negative integer, rational, or floating point number. When `numer_pbranch` is `true` and the exponent is a floating point number or the option variable `numer` is `true` too, Maxima evaluates the numerical result using the principal branch. Otherwise a simplified, but not an evaluated result is returned.

  Examples:

      (%i1) (-2)^0.75;
                                       0.75
      (%o1)                       (- 2)

      (%i2) (-2)^0.75,numer_pbranch:true;
      (%o2)       1.189207115002721 %i - 1.189207115002721

      (%i3) (-2)^(3/4);
                                     3/4  3/4
      (%o3)                     (- 1)    2

      (%i4) (-2)^(3/4),numer;
                                                0.75
      (%o4)              1.681792830507429 (- 1)

      (%i5) (-2)^(3/4),numer,numer_pbranch:true;
      (%o5)       1.189207115002721 %i - 1.189207115002721

  Categories: Numerical evaluation ·

Function: numerval (x_1, expr_1, …, var_n, expr_n) ¶

  Declares the variables `x_1`, …, x_n to have numeric values equal to `expr_1`, …, `expr_n`. The numeric value is evaluated and substituted for the variable in any expressions in which the variable occurs if the `numer` flag is `true`. See also `ev`.

  The expressions `expr_1`, …, `expr_n` can be any expressions, not necessarily numeric.

  Categories: Declarations and inferences · Numerical evaluation ·

Function: oddp (expr) ¶

  Returns `true` if expr is a literal odd integer, otherwise `false`.

  `oddp` returns `false` if expr is a symbol, even if expr is declared `odd`.

  Categories: Predicate functions ·

Option variable: ratepsilon ¶

  Default value: `2.0e-15`

  `ratepsilon` is the tolerance used in the conversion of floating point numbers to rational numbers, when the option variable `bftorat` has the value `false`. See `bftorat` for an example.

  Categories: Numerical evaluation · Rational expressions ·

Function: rationalize (expr) ¶

  Convert all double floats and big floats in the Maxima expression expr to their exact rational equivalents. If you are not familiar with the binary representation of floating point numbers, you might be surprised that `rationalize (0.1)` does not equal 1/10. This behavior isn’t special to Maxima – the number 1/10 has a repeating, not a terminating, binary representation.

      (%i1) rationalize (0.5);
                                      1
      (%o1)                           -
                                      2

      (%i2) rationalize (0.1);
                              3602879701896397
      (%o2)                   -----------------
                              36028797018963968

      (%i3) fpprec : 5$

      (%i4) rationalize (0.1b0);
                                   209715
      (%o4)                        -------
                                   2097152

      (%i5) fpprec : 20$

      (%i6) rationalize (0.1b0);
                           236118324143482260685
      (%o6)                ----------------------
                           2361183241434822606848

      (%i7) rationalize (sin (0.1*x + 5.6));
                     3602879701896397 x   3152519739159347
      (%o7)      sin(------------------ + ----------------)
                     36028797018963968    562949953421312

  Categories: Numerical evaluation ·

Function: ratnump (expr) ¶

  Returns `true` if expr is a literal integer or ratio of literal integers, otherwise `false`.

  Categories: Predicate functions · Rational expressions ·

Function: scale_float (f, n) ¶

  `scale_float` scales the float f by the value `2^n`. This is done carefully so that no round-off every occurs. If f is a float, then it is possible to underflow to 0 or overflow, depending on the value of f and n. Bigfloats cannot underflow or overflow.

      (%i1) scale_float(2d0, 2);
      (%o1)                                 8.0
      (%i2) scale_float(2d0, -2);
      (%o2)                                 0.5
      (%i3) scale_float(-2d0, -10);
      (%o3)                            - 0.001953125
      (%i4) scale_float(1d0, -2000);
      (%o4)                                 0.0
      (%i5) scale_float(2b0, 2);
      (%o5)                                8.0b0
      (%i6) scale_float(1b0, -2000);
      (%o6)                       8.709809816217217b-603
      (%i7) scale_float(1, 5);

      scale_float: first arg must be a float or bfloat: 1
       -- an error. To debug this try: debugmode(true);
      (%i8) scale_float(1.0, n);

      scale_float: second arg must be an integer: n
       -- an error. To debug this try: debugmode(true);

  This is a relatively simple interface to Common Lisp scale_float. Of course, this is extended to support bfloats.

Function: unit_in_last_plase (n) ¶

  `unit_in_last_place` returns a value that is the gap between n and the nearest other number. See, for example, Kahan, FOOTNOTE 1. `unit_in_last_place` supports rational numbers, floating-point numbers and bigfloat numbers. For integer, the result is always 1, and for rational numbers the result is always 0.

  The examples below assume IEEE-754 arithmetic that supports denormal numbers. Some lisps like Clisp do not have denormal numbers.

      (%i1) unit_in_last_place(0);
      (%o1)                                  1
      (%i2) unit_in_last_place(-123);
      (%o2)                                  1
      (%i3) unit_in_last_place(2/3);
      (%o3)                                  0
      (%i4) unit_in_last_place(355/113);
      (%o4)                                  0
      (%i5) unit_in_last_place(0b0);
      (%o5)                                0.0b0
      (%i6) unit_in_last_place(0.0);
      (%o6)                       4.940656458412465e-324
      (%i7) unit_in_last_place(1.0);
      (%o7)                        1.110223024625157e-16
      (%i8) unit_in_last_place(1b0);
      (%o8)                        1.387778780781446b-17
      (%i9) unit_in_last_place(100.0);
      (%o9)                         1.4210854715202e-14
      (%i10) unit_in_last_place(100b0);
      (%o10)                       1.77635683940025b-15
      (%i11) fpprec:32;
      (%o11)                                32
      (%i12) unit_in_last_place(1b0);
      (%o12)               1.5407439555097886824447823540679b-33
      (%i13) unit_in_last_place(100b0);
      (%o13)               1.972152263052529513529321413207b-31

  Categories: Numerical evaluation ·

Previous: Introduction to Numbers, Up: Numbers [Contents][Index]