
(FPCore (z)
:precision binary64
(let* ((t_0 (- (- 1.0 z) 1.0)) (t_1 (+ t_0 7.0)) (t_2 (+ t_1 0.5)))
(*
(/ PI (sin (* PI z)))
(*
(* (* (sqrt (* PI 2.0)) (pow t_2 (+ t_0 0.5))) (exp (- t_2)))
(+
(+
(+
(+
(+
(+
(+
(+ 0.9999999999998099 (/ 676.5203681218851 (+ t_0 1.0)))
(/ -1259.1392167224028 (+ t_0 2.0)))
(/ 771.3234287776531 (+ t_0 3.0)))
(/ -176.6150291621406 (+ t_0 4.0)))
(/ 12.507343278686905 (+ t_0 5.0)))
(/ -0.13857109526572012 (+ t_0 6.0)))
(/ 9.984369578019572e-6 t_1))
(/ 1.5056327351493116e-7 (+ t_0 8.0)))))))
double code(double z) {
double t_0 = (1.0 - z) - 1.0;
double t_1 = t_0 + 7.0;
double t_2 = t_1 + 0.5;
return (((double) M_PI) / sin((((double) M_PI) * z))) * (((sqrt((((double) M_PI) * 2.0)) * pow(t_2, (t_0 + 0.5))) * exp(-t_2)) * ((((((((0.9999999999998099 + (676.5203681218851 / (t_0 + 1.0))) + (-1259.1392167224028 / (t_0 + 2.0))) + (771.3234287776531 / (t_0 + 3.0))) + (-176.6150291621406 / (t_0 + 4.0))) + (12.507343278686905 / (t_0 + 5.0))) + (-0.13857109526572012 / (t_0 + 6.0))) + (9.984369578019572e-6 / t_1)) + (1.5056327351493116e-7 / (t_0 + 8.0))));
}
public static double code(double z) {
double t_0 = (1.0 - z) - 1.0;
double t_1 = t_0 + 7.0;
double t_2 = t_1 + 0.5;
return (Math.PI / Math.sin((Math.PI * z))) * (((Math.sqrt((Math.PI * 2.0)) * Math.pow(t_2, (t_0 + 0.5))) * Math.exp(-t_2)) * ((((((((0.9999999999998099 + (676.5203681218851 / (t_0 + 1.0))) + (-1259.1392167224028 / (t_0 + 2.0))) + (771.3234287776531 / (t_0 + 3.0))) + (-176.6150291621406 / (t_0 + 4.0))) + (12.507343278686905 / (t_0 + 5.0))) + (-0.13857109526572012 / (t_0 + 6.0))) + (9.984369578019572e-6 / t_1)) + (1.5056327351493116e-7 / (t_0 + 8.0))));
}
def code(z): t_0 = (1.0 - z) - 1.0 t_1 = t_0 + 7.0 t_2 = t_1 + 0.5 return (math.pi / math.sin((math.pi * z))) * (((math.sqrt((math.pi * 2.0)) * math.pow(t_2, (t_0 + 0.5))) * math.exp(-t_2)) * ((((((((0.9999999999998099 + (676.5203681218851 / (t_0 + 1.0))) + (-1259.1392167224028 / (t_0 + 2.0))) + (771.3234287776531 / (t_0 + 3.0))) + (-176.6150291621406 / (t_0 + 4.0))) + (12.507343278686905 / (t_0 + 5.0))) + (-0.13857109526572012 / (t_0 + 6.0))) + (9.984369578019572e-6 / t_1)) + (1.5056327351493116e-7 / (t_0 + 8.0))))
function code(z) t_0 = Float64(Float64(1.0 - z) - 1.0) t_1 = Float64(t_0 + 7.0) t_2 = Float64(t_1 + 0.5) return Float64(Float64(pi / sin(Float64(pi * z))) * Float64(Float64(Float64(sqrt(Float64(pi * 2.0)) * (t_2 ^ Float64(t_0 + 0.5))) * exp(Float64(-t_2))) * Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(0.9999999999998099 + Float64(676.5203681218851 / Float64(t_0 + 1.0))) + Float64(-1259.1392167224028 / Float64(t_0 + 2.0))) + Float64(771.3234287776531 / Float64(t_0 + 3.0))) + Float64(-176.6150291621406 / Float64(t_0 + 4.0))) + Float64(12.507343278686905 / Float64(t_0 + 5.0))) + Float64(-0.13857109526572012 / Float64(t_0 + 6.0))) + Float64(9.984369578019572e-6 / t_1)) + Float64(1.5056327351493116e-7 / Float64(t_0 + 8.0))))) end
function tmp = code(z) t_0 = (1.0 - z) - 1.0; t_1 = t_0 + 7.0; t_2 = t_1 + 0.5; tmp = (pi / sin((pi * z))) * (((sqrt((pi * 2.0)) * (t_2 ^ (t_0 + 0.5))) * exp(-t_2)) * ((((((((0.9999999999998099 + (676.5203681218851 / (t_0 + 1.0))) + (-1259.1392167224028 / (t_0 + 2.0))) + (771.3234287776531 / (t_0 + 3.0))) + (-176.6150291621406 / (t_0 + 4.0))) + (12.507343278686905 / (t_0 + 5.0))) + (-0.13857109526572012 / (t_0 + 6.0))) + (9.984369578019572e-6 / t_1)) + (1.5056327351493116e-7 / (t_0 + 8.0)))); end
code[z_] := Block[{t$95$0 = N[(N[(1.0 - z), $MachinePrecision] - 1.0), $MachinePrecision]}, Block[{t$95$1 = N[(t$95$0 + 7.0), $MachinePrecision]}, Block[{t$95$2 = N[(t$95$1 + 0.5), $MachinePrecision]}, N[(N[(Pi / N[Sin[N[(Pi * z), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[Sqrt[N[(Pi * 2.0), $MachinePrecision]], $MachinePrecision] * N[Power[t$95$2, N[(t$95$0 + 0.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[Exp[(-t$95$2)], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[(N[(N[(N[(N[(0.9999999999998099 + N[(676.5203681218851 / N[(t$95$0 + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-1259.1392167224028 / N[(t$95$0 + 2.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(771.3234287776531 / N[(t$95$0 + 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-176.6150291621406 / N[(t$95$0 + 4.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(12.507343278686905 / N[(t$95$0 + 5.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-0.13857109526572012 / N[(t$95$0 + 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(9.984369578019572e-6 / t$95$1), $MachinePrecision]), $MachinePrecision] + N[(1.5056327351493116e-7 / N[(t$95$0 + 8.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - z\right) - 1\\
t_1 := t\_0 + 7\\
t_2 := t\_1 + 0.5\\
\frac{\pi}{\sin \left(\pi \cdot z\right)} \cdot \left(\left(\left(\sqrt{\pi \cdot 2} \cdot {t\_2}^{\left(t\_0 + 0.5\right)}\right) \cdot e^{-t\_2}\right) \cdot \left(\left(\left(\left(\left(\left(\left(\left(0.9999999999998099 + \frac{676.5203681218851}{t\_0 + 1}\right) + \frac{-1259.1392167224028}{t\_0 + 2}\right) + \frac{771.3234287776531}{t\_0 + 3}\right) + \frac{-176.6150291621406}{t\_0 + 4}\right) + \frac{12.507343278686905}{t\_0 + 5}\right) + \frac{-0.13857109526572012}{t\_0 + 6}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{t\_1}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{t\_0 + 8}\right)\right)
\end{array}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 9 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (z)
:precision binary64
(let* ((t_0 (- (- 1.0 z) 1.0)) (t_1 (+ t_0 7.0)) (t_2 (+ t_1 0.5)))
(*
(/ PI (sin (* PI z)))
(*
(* (* (sqrt (* PI 2.0)) (pow t_2 (+ t_0 0.5))) (exp (- t_2)))
(+
(+
(+
(+
(+
(+
(+
(+ 0.9999999999998099 (/ 676.5203681218851 (+ t_0 1.0)))
(/ -1259.1392167224028 (+ t_0 2.0)))
(/ 771.3234287776531 (+ t_0 3.0)))
(/ -176.6150291621406 (+ t_0 4.0)))
(/ 12.507343278686905 (+ t_0 5.0)))
(/ -0.13857109526572012 (+ t_0 6.0)))
(/ 9.984369578019572e-6 t_1))
(/ 1.5056327351493116e-7 (+ t_0 8.0)))))))
double code(double z) {
double t_0 = (1.0 - z) - 1.0;
double t_1 = t_0 + 7.0;
double t_2 = t_1 + 0.5;
return (((double) M_PI) / sin((((double) M_PI) * z))) * (((sqrt((((double) M_PI) * 2.0)) * pow(t_2, (t_0 + 0.5))) * exp(-t_2)) * ((((((((0.9999999999998099 + (676.5203681218851 / (t_0 + 1.0))) + (-1259.1392167224028 / (t_0 + 2.0))) + (771.3234287776531 / (t_0 + 3.0))) + (-176.6150291621406 / (t_0 + 4.0))) + (12.507343278686905 / (t_0 + 5.0))) + (-0.13857109526572012 / (t_0 + 6.0))) + (9.984369578019572e-6 / t_1)) + (1.5056327351493116e-7 / (t_0 + 8.0))));
}
public static double code(double z) {
double t_0 = (1.0 - z) - 1.0;
double t_1 = t_0 + 7.0;
double t_2 = t_1 + 0.5;
return (Math.PI / Math.sin((Math.PI * z))) * (((Math.sqrt((Math.PI * 2.0)) * Math.pow(t_2, (t_0 + 0.5))) * Math.exp(-t_2)) * ((((((((0.9999999999998099 + (676.5203681218851 / (t_0 + 1.0))) + (-1259.1392167224028 / (t_0 + 2.0))) + (771.3234287776531 / (t_0 + 3.0))) + (-176.6150291621406 / (t_0 + 4.0))) + (12.507343278686905 / (t_0 + 5.0))) + (-0.13857109526572012 / (t_0 + 6.0))) + (9.984369578019572e-6 / t_1)) + (1.5056327351493116e-7 / (t_0 + 8.0))));
}
def code(z): t_0 = (1.0 - z) - 1.0 t_1 = t_0 + 7.0 t_2 = t_1 + 0.5 return (math.pi / math.sin((math.pi * z))) * (((math.sqrt((math.pi * 2.0)) * math.pow(t_2, (t_0 + 0.5))) * math.exp(-t_2)) * ((((((((0.9999999999998099 + (676.5203681218851 / (t_0 + 1.0))) + (-1259.1392167224028 / (t_0 + 2.0))) + (771.3234287776531 / (t_0 + 3.0))) + (-176.6150291621406 / (t_0 + 4.0))) + (12.507343278686905 / (t_0 + 5.0))) + (-0.13857109526572012 / (t_0 + 6.0))) + (9.984369578019572e-6 / t_1)) + (1.5056327351493116e-7 / (t_0 + 8.0))))
function code(z) t_0 = Float64(Float64(1.0 - z) - 1.0) t_1 = Float64(t_0 + 7.0) t_2 = Float64(t_1 + 0.5) return Float64(Float64(pi / sin(Float64(pi * z))) * Float64(Float64(Float64(sqrt(Float64(pi * 2.0)) * (t_2 ^ Float64(t_0 + 0.5))) * exp(Float64(-t_2))) * Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(0.9999999999998099 + Float64(676.5203681218851 / Float64(t_0 + 1.0))) + Float64(-1259.1392167224028 / Float64(t_0 + 2.0))) + Float64(771.3234287776531 / Float64(t_0 + 3.0))) + Float64(-176.6150291621406 / Float64(t_0 + 4.0))) + Float64(12.507343278686905 / Float64(t_0 + 5.0))) + Float64(-0.13857109526572012 / Float64(t_0 + 6.0))) + Float64(9.984369578019572e-6 / t_1)) + Float64(1.5056327351493116e-7 / Float64(t_0 + 8.0))))) end
function tmp = code(z) t_0 = (1.0 - z) - 1.0; t_1 = t_0 + 7.0; t_2 = t_1 + 0.5; tmp = (pi / sin((pi * z))) * (((sqrt((pi * 2.0)) * (t_2 ^ (t_0 + 0.5))) * exp(-t_2)) * ((((((((0.9999999999998099 + (676.5203681218851 / (t_0 + 1.0))) + (-1259.1392167224028 / (t_0 + 2.0))) + (771.3234287776531 / (t_0 + 3.0))) + (-176.6150291621406 / (t_0 + 4.0))) + (12.507343278686905 / (t_0 + 5.0))) + (-0.13857109526572012 / (t_0 + 6.0))) + (9.984369578019572e-6 / t_1)) + (1.5056327351493116e-7 / (t_0 + 8.0)))); end
code[z_] := Block[{t$95$0 = N[(N[(1.0 - z), $MachinePrecision] - 1.0), $MachinePrecision]}, Block[{t$95$1 = N[(t$95$0 + 7.0), $MachinePrecision]}, Block[{t$95$2 = N[(t$95$1 + 0.5), $MachinePrecision]}, N[(N[(Pi / N[Sin[N[(Pi * z), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[Sqrt[N[(Pi * 2.0), $MachinePrecision]], $MachinePrecision] * N[Power[t$95$2, N[(t$95$0 + 0.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[Exp[(-t$95$2)], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[(N[(N[(N[(N[(0.9999999999998099 + N[(676.5203681218851 / N[(t$95$0 + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-1259.1392167224028 / N[(t$95$0 + 2.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(771.3234287776531 / N[(t$95$0 + 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-176.6150291621406 / N[(t$95$0 + 4.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(12.507343278686905 / N[(t$95$0 + 5.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-0.13857109526572012 / N[(t$95$0 + 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(9.984369578019572e-6 / t$95$1), $MachinePrecision]), $MachinePrecision] + N[(1.5056327351493116e-7 / N[(t$95$0 + 8.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(1 - z\right) - 1\\
t_1 := t\_0 + 7\\
t_2 := t\_1 + 0.5\\
\frac{\pi}{\sin \left(\pi \cdot z\right)} \cdot \left(\left(\left(\sqrt{\pi \cdot 2} \cdot {t\_2}^{\left(t\_0 + 0.5\right)}\right) \cdot e^{-t\_2}\right) \cdot \left(\left(\left(\left(\left(\left(\left(\left(0.9999999999998099 + \frac{676.5203681218851}{t\_0 + 1}\right) + \frac{-1259.1392167224028}{t\_0 + 2}\right) + \frac{771.3234287776531}{t\_0 + 3}\right) + \frac{-176.6150291621406}{t\_0 + 4}\right) + \frac{12.507343278686905}{t\_0 + 5}\right) + \frac{-0.13857109526572012}{t\_0 + 6}\right) + \frac{9.984369578019572 \cdot 10^{-6}}{t\_1}\right) + \frac{1.5056327351493116 \cdot 10^{-7}}{t\_0 + 8}\right)\right)
\end{array}
\end{array}
(FPCore (z)
:precision binary64
(let* ((t_0 (/ 676.5203681218851 (- 1.0 z)))
(t_1 (/ PI (sin (* z PI))))
(t_2 (cbrt (* PI 2.0))))
(if (<= z -4.5e-16)
(*
(* (sqrt (* PI 2.0)) (pow E (fma (- 0.5 z) (log (- 7.5 z)) (+ z -7.5))))
(*
t_1
(-
(+
(/ -0.13857109526572012 (- 6.0 z))
(+ (/ -176.6150291621406 (- 4.0 z)) (/ 12.507343278686905 (- 5.0 z))))
(-
(+
(/ 9.984369578019572e-6 (- z 7.0))
(/ 1.5056327351493116e-7 (- z 8.0)))
(+
(+ t_0 (/ -1259.1392167224028 (- 2.0 z)))
(+ 0.9999999999998099 (/ 771.3234287776531 (- 3.0 z))))))))
(*
(*
t_1
(*
(* (fabs t_2) (sqrt t_2))
(*
(pow (+ 7.5 (+ (- 1.0 z) -1.0)) (- (- 1.0 z) 0.5))
(exp (+ (+ -6.0 (+ z -1.0)) -0.5)))))
(+
(+
(+
(-
(+ t_0 0.9999999999998099)
(/ -1259.1392167224028 (+ -1.0 (+ z -1.0))))
(+
(/ 771.3234287776531 (- (- 1.0 z) -2.0))
(/ -176.6150291621406 (- (- 1.0 z) -3.0))))
(+
(/ 12.507343278686905 (- (- 1.0 z) -4.0))
(/ -0.13857109526572012 (- (- 1.0 z) -5.0))))
(+
(/ 9.984369578019572e-6 (- (- 1.0 z) -6.0))
(/ 1.5056327351493116e-7 (- (- 1.0 z) -7.0))))))))
double code(double z) {
double t_0 = 676.5203681218851 / (1.0 - z);
double t_1 = ((double) M_PI) / sin((z * ((double) M_PI)));
double t_2 = cbrt((((double) M_PI) * 2.0));
double tmp;
if (z <= -4.5e-16) {
tmp = (sqrt((((double) M_PI) * 2.0)) * pow(((double) M_E), fma((0.5 - z), log((7.5 - z)), (z + -7.5)))) * (t_1 * (((-0.13857109526572012 / (6.0 - z)) + ((-176.6150291621406 / (4.0 - z)) + (12.507343278686905 / (5.0 - z)))) - (((9.984369578019572e-6 / (z - 7.0)) + (1.5056327351493116e-7 / (z - 8.0))) - ((t_0 + (-1259.1392167224028 / (2.0 - z))) + (0.9999999999998099 + (771.3234287776531 / (3.0 - z)))))));
} else {
tmp = (t_1 * ((fabs(t_2) * sqrt(t_2)) * (pow((7.5 + ((1.0 - z) + -1.0)), ((1.0 - z) - 0.5)) * exp(((-6.0 + (z + -1.0)) + -0.5))))) * (((((t_0 + 0.9999999999998099) - (-1259.1392167224028 / (-1.0 + (z + -1.0)))) + ((771.3234287776531 / ((1.0 - z) - -2.0)) + (-176.6150291621406 / ((1.0 - z) - -3.0)))) + ((12.507343278686905 / ((1.0 - z) - -4.0)) + (-0.13857109526572012 / ((1.0 - z) - -5.0)))) + ((9.984369578019572e-6 / ((1.0 - z) - -6.0)) + (1.5056327351493116e-7 / ((1.0 - z) - -7.0))));
}
return tmp;
}
function code(z) t_0 = Float64(676.5203681218851 / Float64(1.0 - z)) t_1 = Float64(pi / sin(Float64(z * pi))) t_2 = cbrt(Float64(pi * 2.0)) tmp = 0.0 if (z <= -4.5e-16) tmp = Float64(Float64(sqrt(Float64(pi * 2.0)) * (exp(1) ^ fma(Float64(0.5 - z), log(Float64(7.5 - z)), Float64(z + -7.5)))) * Float64(t_1 * Float64(Float64(Float64(-0.13857109526572012 / Float64(6.0 - z)) + Float64(Float64(-176.6150291621406 / Float64(4.0 - z)) + Float64(12.507343278686905 / Float64(5.0 - z)))) - Float64(Float64(Float64(9.984369578019572e-6 / Float64(z - 7.0)) + Float64(1.5056327351493116e-7 / Float64(z - 8.0))) - Float64(Float64(t_0 + Float64(-1259.1392167224028 / Float64(2.0 - z))) + Float64(0.9999999999998099 + Float64(771.3234287776531 / Float64(3.0 - z)))))))); else tmp = Float64(Float64(t_1 * Float64(Float64(abs(t_2) * sqrt(t_2)) * Float64((Float64(7.5 + Float64(Float64(1.0 - z) + -1.0)) ^ Float64(Float64(1.0 - z) - 0.5)) * exp(Float64(Float64(-6.0 + Float64(z + -1.0)) + -0.5))))) * Float64(Float64(Float64(Float64(Float64(t_0 + 0.9999999999998099) - Float64(-1259.1392167224028 / Float64(-1.0 + Float64(z + -1.0)))) + Float64(Float64(771.3234287776531 / Float64(Float64(1.0 - z) - -2.0)) + Float64(-176.6150291621406 / Float64(Float64(1.0 - z) - -3.0)))) + Float64(Float64(12.507343278686905 / Float64(Float64(1.0 - z) - -4.0)) + Float64(-0.13857109526572012 / Float64(Float64(1.0 - z) - -5.0)))) + Float64(Float64(9.984369578019572e-6 / Float64(Float64(1.0 - z) - -6.0)) + Float64(1.5056327351493116e-7 / Float64(Float64(1.0 - z) - -7.0))))); end return tmp end
code[z_] := Block[{t$95$0 = N[(676.5203681218851 / N[(1.0 - z), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(Pi / N[Sin[N[(z * Pi), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[Power[N[(Pi * 2.0), $MachinePrecision], 1/3], $MachinePrecision]}, If[LessEqual[z, -4.5e-16], N[(N[(N[Sqrt[N[(Pi * 2.0), $MachinePrecision]], $MachinePrecision] * N[Power[E, N[(N[(0.5 - z), $MachinePrecision] * N[Log[N[(7.5 - z), $MachinePrecision]], $MachinePrecision] + N[(z + -7.5), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[(t$95$1 * N[(N[(N[(-0.13857109526572012 / N[(6.0 - z), $MachinePrecision]), $MachinePrecision] + N[(N[(-176.6150291621406 / N[(4.0 - z), $MachinePrecision]), $MachinePrecision] + N[(12.507343278686905 / N[(5.0 - z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(N[(9.984369578019572e-6 / N[(z - 7.0), $MachinePrecision]), $MachinePrecision] + N[(1.5056327351493116e-7 / N[(z - 8.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(t$95$0 + N[(-1259.1392167224028 / N[(2.0 - z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(0.9999999999998099 + N[(771.3234287776531 / N[(3.0 - z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(t$95$1 * N[(N[(N[Abs[t$95$2], $MachinePrecision] * N[Sqrt[t$95$2], $MachinePrecision]), $MachinePrecision] * N[(N[Power[N[(7.5 + N[(N[(1.0 - z), $MachinePrecision] + -1.0), $MachinePrecision]), $MachinePrecision], N[(N[(1.0 - z), $MachinePrecision] - 0.5), $MachinePrecision]], $MachinePrecision] * N[Exp[N[(N[(-6.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision] + -0.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[(N[(t$95$0 + 0.9999999999998099), $MachinePrecision] - N[(-1259.1392167224028 / N[(-1.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(771.3234287776531 / N[(N[(1.0 - z), $MachinePrecision] - -2.0), $MachinePrecision]), $MachinePrecision] + N[(-176.6150291621406 / N[(N[(1.0 - z), $MachinePrecision] - -3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(12.507343278686905 / N[(N[(1.0 - z), $MachinePrecision] - -4.0), $MachinePrecision]), $MachinePrecision] + N[(-0.13857109526572012 / N[(N[(1.0 - z), $MachinePrecision] - -5.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(9.984369578019572e-6 / N[(N[(1.0 - z), $MachinePrecision] - -6.0), $MachinePrecision]), $MachinePrecision] + N[(1.5056327351493116e-7 / N[(N[(1.0 - z), $MachinePrecision] - -7.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{676.5203681218851}{1 - z}\\
t_1 := \frac{\pi}{\sin \left(z \cdot \pi\right)}\\
t_2 := \sqrt[3]{\pi \cdot 2}\\
\mathbf{if}\;z \leq -4.5 \cdot 10^{-16}:\\
\;\;\;\;\left(\sqrt{\pi \cdot 2} \cdot {e}^{\left(\mathsf{fma}\left(0.5 - z, \log \left(7.5 - z\right), z + -7.5\right)\right)}\right) \cdot \left(t\_1 \cdot \left(\left(\frac{-0.13857109526572012}{6 - z} + \left(\frac{-176.6150291621406}{4 - z} + \frac{12.507343278686905}{5 - z}\right)\right) - \left(\left(\frac{9.984369578019572 \cdot 10^{-6}}{z - 7} + \frac{1.5056327351493116 \cdot 10^{-7}}{z - 8}\right) - \left(\left(t\_0 + \frac{-1259.1392167224028}{2 - z}\right) + \left(0.9999999999998099 + \frac{771.3234287776531}{3 - z}\right)\right)\right)\right)\right)\\
\mathbf{else}:\\
\;\;\;\;\left(t\_1 \cdot \left(\left(\left|t\_2\right| \cdot \sqrt{t\_2}\right) \cdot \left({\left(7.5 + \left(\left(1 - z\right) + -1\right)\right)}^{\left(\left(1 - z\right) - 0.5\right)} \cdot e^{\left(-6 + \left(z + -1\right)\right) + -0.5}\right)\right)\right) \cdot \left(\left(\left(\left(\left(t\_0 + 0.9999999999998099\right) - \frac{-1259.1392167224028}{-1 + \left(z + -1\right)}\right) + \left(\frac{771.3234287776531}{\left(1 - z\right) - -2} + \frac{-176.6150291621406}{\left(1 - z\right) - -3}\right)\right) + \left(\frac{12.507343278686905}{\left(1 - z\right) - -4} + \frac{-0.13857109526572012}{\left(1 - z\right) - -5}\right)\right) + \left(\frac{9.984369578019572 \cdot 10^{-6}}{\left(1 - z\right) - -6} + \frac{1.5056327351493116 \cdot 10^{-7}}{\left(1 - z\right) - -7}\right)\right)\\
\end{array}
\end{array}
if z < -4.5000000000000002e-16Initial program 58.3%
Simplified58.7%
add-exp-log58.4%
*-commutative58.4%
log-prod58.4%
add-log-exp98.4%
log-pow98.4%
neg-mul-198.4%
fma-define98.4%
Applied egg-rr98.4%
*-un-lft-identity98.4%
exp-prod99.1%
+-commutative99.1%
fma-define99.1%
Applied egg-rr99.1%
exp-1-e99.1%
fma-undefine99.1%
mul-1-neg99.1%
+-commutative99.1%
sub-neg99.1%
+-commutative99.1%
Simplified99.1%
if -4.5000000000000002e-16 < z Initial program 97.4%
Simplified99.1%
pow1/299.1%
add-cube-cbrt99.3%
unpow-prod-down99.3%
pow299.3%
*-commutative99.3%
*-commutative99.3%
Applied egg-rr99.3%
unpow1/299.3%
unpow299.3%
rem-sqrt-square99.3%
unpow1/299.3%
Simplified99.3%
Final simplification99.3%
(FPCore (z)
:precision binary64
(let* ((t_0 (/ PI (sin (* z PI))))
(t_1 (sqrt (* PI 2.0)))
(t_2 (/ 771.3234287776531 (- 3.0 z))))
(if (<= z -4e-16)
(*
(* t_1 (pow E (fma (- 0.5 z) (log (- 7.5 z)) (+ z -7.5))))
(*
t_0
(-
(+
(/ -0.13857109526572012 (- 6.0 z))
(+ (/ -176.6150291621406 (- 4.0 z)) (/ 12.507343278686905 (- 5.0 z))))
(-
(+
(/ 9.984369578019572e-6 (- z 7.0))
(/ 1.5056327351493116e-7 (- z 8.0)))
(+
(+ (/ 676.5203681218851 (- 1.0 z)) (/ -1259.1392167224028 (- 2.0 z)))
(+ 0.9999999999998099 t_2))))))
(*
(* t_0 (* t_1 (* (exp (+ z -7.5)) (pow (- 7.5 z) (- 0.5 z)))))
(-
(+
(/ 9.984369578019572e-6 (- (- 1.0 z) -6.0))
(/ 1.5056327351493116e-7 (- (- 1.0 z) -7.0)))
(+
(+
(/ 12.507343278686905 (+ -4.0 (+ z -1.0)))
(/ -0.13857109526572012 (+ -5.0 (+ z -1.0))))
(+
(-
(+
(/ 676.5203681218851 (+ z -1.0))
(/ -1259.1392167224028 (- z 2.0)))
0.9999999999998099)
(- (/ -176.6150291621406 (- z 4.0)) t_2))))))))
double code(double z) {
double t_0 = ((double) M_PI) / sin((z * ((double) M_PI)));
double t_1 = sqrt((((double) M_PI) * 2.0));
double t_2 = 771.3234287776531 / (3.0 - z);
double tmp;
if (z <= -4e-16) {
tmp = (t_1 * pow(((double) M_E), fma((0.5 - z), log((7.5 - z)), (z + -7.5)))) * (t_0 * (((-0.13857109526572012 / (6.0 - z)) + ((-176.6150291621406 / (4.0 - z)) + (12.507343278686905 / (5.0 - z)))) - (((9.984369578019572e-6 / (z - 7.0)) + (1.5056327351493116e-7 / (z - 8.0))) - (((676.5203681218851 / (1.0 - z)) + (-1259.1392167224028 / (2.0 - z))) + (0.9999999999998099 + t_2)))));
} else {
tmp = (t_0 * (t_1 * (exp((z + -7.5)) * pow((7.5 - z), (0.5 - z))))) * (((9.984369578019572e-6 / ((1.0 - z) - -6.0)) + (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) - (((12.507343278686905 / (-4.0 + (z + -1.0))) + (-0.13857109526572012 / (-5.0 + (z + -1.0)))) + ((((676.5203681218851 / (z + -1.0)) + (-1259.1392167224028 / (z - 2.0))) - 0.9999999999998099) + ((-176.6150291621406 / (z - 4.0)) - t_2))));
}
return tmp;
}
function code(z) t_0 = Float64(pi / sin(Float64(z * pi))) t_1 = sqrt(Float64(pi * 2.0)) t_2 = Float64(771.3234287776531 / Float64(3.0 - z)) tmp = 0.0 if (z <= -4e-16) tmp = Float64(Float64(t_1 * (exp(1) ^ fma(Float64(0.5 - z), log(Float64(7.5 - z)), Float64(z + -7.5)))) * Float64(t_0 * Float64(Float64(Float64(-0.13857109526572012 / Float64(6.0 - z)) + Float64(Float64(-176.6150291621406 / Float64(4.0 - z)) + Float64(12.507343278686905 / Float64(5.0 - z)))) - Float64(Float64(Float64(9.984369578019572e-6 / Float64(z - 7.0)) + Float64(1.5056327351493116e-7 / Float64(z - 8.0))) - Float64(Float64(Float64(676.5203681218851 / Float64(1.0 - z)) + Float64(-1259.1392167224028 / Float64(2.0 - z))) + Float64(0.9999999999998099 + t_2)))))); else tmp = Float64(Float64(t_0 * Float64(t_1 * Float64(exp(Float64(z + -7.5)) * (Float64(7.5 - z) ^ Float64(0.5 - z))))) * Float64(Float64(Float64(9.984369578019572e-6 / Float64(Float64(1.0 - z) - -6.0)) + Float64(1.5056327351493116e-7 / Float64(Float64(1.0 - z) - -7.0))) - Float64(Float64(Float64(12.507343278686905 / Float64(-4.0 + Float64(z + -1.0))) + Float64(-0.13857109526572012 / Float64(-5.0 + Float64(z + -1.0)))) + Float64(Float64(Float64(Float64(676.5203681218851 / Float64(z + -1.0)) + Float64(-1259.1392167224028 / Float64(z - 2.0))) - 0.9999999999998099) + Float64(Float64(-176.6150291621406 / Float64(z - 4.0)) - t_2))))); end return tmp end
code[z_] := Block[{t$95$0 = N[(Pi / N[Sin[N[(z * Pi), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[N[(Pi * 2.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$2 = N[(771.3234287776531 / N[(3.0 - z), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[z, -4e-16], N[(N[(t$95$1 * N[Power[E, N[(N[(0.5 - z), $MachinePrecision] * N[Log[N[(7.5 - z), $MachinePrecision]], $MachinePrecision] + N[(z + -7.5), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[(t$95$0 * N[(N[(N[(-0.13857109526572012 / N[(6.0 - z), $MachinePrecision]), $MachinePrecision] + N[(N[(-176.6150291621406 / N[(4.0 - z), $MachinePrecision]), $MachinePrecision] + N[(12.507343278686905 / N[(5.0 - z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(N[(9.984369578019572e-6 / N[(z - 7.0), $MachinePrecision]), $MachinePrecision] + N[(1.5056327351493116e-7 / N[(z - 8.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(N[(676.5203681218851 / N[(1.0 - z), $MachinePrecision]), $MachinePrecision] + N[(-1259.1392167224028 / N[(2.0 - z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(0.9999999999998099 + t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(t$95$0 * N[(t$95$1 * N[(N[Exp[N[(z + -7.5), $MachinePrecision]], $MachinePrecision] * N[Power[N[(7.5 - z), $MachinePrecision], N[(0.5 - z), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[(N[(9.984369578019572e-6 / N[(N[(1.0 - z), $MachinePrecision] - -6.0), $MachinePrecision]), $MachinePrecision] + N[(1.5056327351493116e-7 / N[(N[(1.0 - z), $MachinePrecision] - -7.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(N[(12.507343278686905 / N[(-4.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-0.13857109526572012 / N[(-5.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[(N[(676.5203681218851 / N[(z + -1.0), $MachinePrecision]), $MachinePrecision] + N[(-1259.1392167224028 / N[(z - 2.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 0.9999999999998099), $MachinePrecision] + N[(N[(-176.6150291621406 / N[(z - 4.0), $MachinePrecision]), $MachinePrecision] - t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\pi}{\sin \left(z \cdot \pi\right)}\\
t_1 := \sqrt{\pi \cdot 2}\\
t_2 := \frac{771.3234287776531}{3 - z}\\
\mathbf{if}\;z \leq -4 \cdot 10^{-16}:\\
\;\;\;\;\left(t\_1 \cdot {e}^{\left(\mathsf{fma}\left(0.5 - z, \log \left(7.5 - z\right), z + -7.5\right)\right)}\right) \cdot \left(t\_0 \cdot \left(\left(\frac{-0.13857109526572012}{6 - z} + \left(\frac{-176.6150291621406}{4 - z} + \frac{12.507343278686905}{5 - z}\right)\right) - \left(\left(\frac{9.984369578019572 \cdot 10^{-6}}{z - 7} + \frac{1.5056327351493116 \cdot 10^{-7}}{z - 8}\right) - \left(\left(\frac{676.5203681218851}{1 - z} + \frac{-1259.1392167224028}{2 - z}\right) + \left(0.9999999999998099 + t\_2\right)\right)\right)\right)\right)\\
\mathbf{else}:\\
\;\;\;\;\left(t\_0 \cdot \left(t\_1 \cdot \left(e^{z + -7.5} \cdot {\left(7.5 - z\right)}^{\left(0.5 - z\right)}\right)\right)\right) \cdot \left(\left(\frac{9.984369578019572 \cdot 10^{-6}}{\left(1 - z\right) - -6} + \frac{1.5056327351493116 \cdot 10^{-7}}{\left(1 - z\right) - -7}\right) - \left(\left(\frac{12.507343278686905}{-4 + \left(z + -1\right)} + \frac{-0.13857109526572012}{-5 + \left(z + -1\right)}\right) + \left(\left(\left(\frac{676.5203681218851}{z + -1} + \frac{-1259.1392167224028}{z - 2}\right) - 0.9999999999998099\right) + \left(\frac{-176.6150291621406}{z - 4} - t\_2\right)\right)\right)\right)\\
\end{array}
\end{array}
if z < -3.9999999999999999e-16Initial program 58.3%
Simplified58.7%
add-exp-log58.4%
*-commutative58.4%
log-prod58.4%
add-log-exp98.4%
log-pow98.4%
neg-mul-198.4%
fma-define98.4%
Applied egg-rr98.4%
*-un-lft-identity98.4%
exp-prod99.1%
+-commutative99.1%
fma-define99.1%
Applied egg-rr99.1%
exp-1-e99.1%
fma-undefine99.1%
mul-1-neg99.1%
+-commutative99.1%
sub-neg99.1%
+-commutative99.1%
Simplified99.1%
if -3.9999999999999999e-16 < z Initial program 97.4%
Simplified99.1%
*-un-lft-identity99.1%
--rgt-identity99.1%
+-commutative99.1%
metadata-eval99.1%
associate-+l-99.1%
+-commutative99.1%
add-exp-log99.1%
expm1-define99.1%
sub-neg99.1%
log1p-define99.1%
expm1-log1p-u99.1%
sub-neg99.1%
Applied egg-rr99.1%
*-lft-identity99.1%
+-commutative99.1%
associate-+l+99.1%
Simplified99.1%
Taylor expanded in z around inf 99.1%
*-commutative99.1%
sub-neg99.1%
metadata-eval99.1%
+-commutative99.1%
exp-to-pow99.1%
Simplified99.1%
*-un-lft-identity99.1%
sub-neg99.1%
metadata-eval99.1%
sub-neg99.1%
metadata-eval99.1%
Applied egg-rr99.1%
*-lft-identity99.1%
+-commutative99.1%
associate-+r-99.1%
metadata-eval99.1%
+-commutative99.1%
associate-+r-99.1%
metadata-eval99.1%
Simplified99.1%
Final simplification99.1%
(FPCore (z)
:precision binary64
(let* ((t_0 (sqrt (* PI 2.0)))
(t_1 (/ PI (sin (* z PI))))
(t_2 (/ -1259.1392167224028 (- 2.0 z)))
(t_3 (/ 771.3234287776531 (- 3.0 z)))
(t_4 (/ 676.5203681218851 (+ z -1.0))))
(if (<= z -7.5e-11)
(*
(*
t_1
(-
(+
(/ -0.13857109526572012 (- 6.0 z))
(+ (/ -176.6150291621406 (- 4.0 z)) (/ 12.507343278686905 (- 5.0 z))))
(-
(+
(/ 9.984369578019572e-6 (- z 7.0))
(/ 1.5056327351493116e-7 (- z 8.0)))
(+
(+ (/ 676.5203681218851 (- 1.0 z)) t_2)
(+ 0.9999999999998099 t_3)))))
(* t_0 (exp (- (+ z (* (- 0.5 z) (log (- 7.5 z)))) 7.5))))
(if (<= z 1.6e-84)
(*
(-
(+
(/ 9.984369578019572e-6 (- (- 1.0 z) -6.0))
(/ 1.5056327351493116e-7 (- (- 1.0 z) -7.0)))
(+
(+
(/ 12.507343278686905 (+ -4.0 (+ z -1.0)))
(/ -0.13857109526572012 (+ -5.0 (+ z -1.0))))
(+
(+
(/ 771.3234287776531 (+ -2.0 (+ z -1.0)))
(/ -176.6150291621406 (+ -3.0 (+ z -1.0))))
(- (+ t_4 (/ -1259.1392167224028 (- z 2.0))) 0.9999999999998099))))
(*
(*
t_0
(*
(pow (+ 7.5 (+ (- 1.0 z) -1.0)) (- (- 1.0 z) 0.5))
(exp (+ (+ -6.0 (+ z -1.0)) -0.5))))
(/ 1.0 z)))
(*
(*
t_0
(*
(pow (+ (- 1.0 z) 6.5) (+ (- 1.0 z) -0.5))
(exp (- (+ z -1.0) 6.5))))
(*
t_1
(+
(+
(- 0.9999999999998099 (- t_4 (+ t_2 t_3)))
(/ -176.6150291621406 (+ (- 1.0 z) 3.0)))
(-
(-
(/ 1.5056327351493116e-7 (+ 7.0 (- 1.0 z)))
(/ 9.984369578019572e-6 (- (+ z -1.0) 6.0)))
(-
(/ -0.13857109526572012 (- (+ z -1.0) 5.0))
(/ 12.507343278686905 (+ (- 1.0 z) 4.0)))))))))))
double code(double z) {
double t_0 = sqrt((((double) M_PI) * 2.0));
double t_1 = ((double) M_PI) / sin((z * ((double) M_PI)));
double t_2 = -1259.1392167224028 / (2.0 - z);
double t_3 = 771.3234287776531 / (3.0 - z);
double t_4 = 676.5203681218851 / (z + -1.0);
double tmp;
if (z <= -7.5e-11) {
tmp = (t_1 * (((-0.13857109526572012 / (6.0 - z)) + ((-176.6150291621406 / (4.0 - z)) + (12.507343278686905 / (5.0 - z)))) - (((9.984369578019572e-6 / (z - 7.0)) + (1.5056327351493116e-7 / (z - 8.0))) - (((676.5203681218851 / (1.0 - z)) + t_2) + (0.9999999999998099 + t_3))))) * (t_0 * exp(((z + ((0.5 - z) * log((7.5 - z)))) - 7.5)));
} else if (z <= 1.6e-84) {
tmp = (((9.984369578019572e-6 / ((1.0 - z) - -6.0)) + (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) - (((12.507343278686905 / (-4.0 + (z + -1.0))) + (-0.13857109526572012 / (-5.0 + (z + -1.0)))) + (((771.3234287776531 / (-2.0 + (z + -1.0))) + (-176.6150291621406 / (-3.0 + (z + -1.0)))) + ((t_4 + (-1259.1392167224028 / (z - 2.0))) - 0.9999999999998099)))) * ((t_0 * (pow((7.5 + ((1.0 - z) + -1.0)), ((1.0 - z) - 0.5)) * exp(((-6.0 + (z + -1.0)) + -0.5)))) * (1.0 / z));
} else {
tmp = (t_0 * (pow(((1.0 - z) + 6.5), ((1.0 - z) + -0.5)) * exp(((z + -1.0) - 6.5)))) * (t_1 * (((0.9999999999998099 - (t_4 - (t_2 + t_3))) + (-176.6150291621406 / ((1.0 - z) + 3.0))) + (((1.5056327351493116e-7 / (7.0 + (1.0 - z))) - (9.984369578019572e-6 / ((z + -1.0) - 6.0))) - ((-0.13857109526572012 / ((z + -1.0) - 5.0)) - (12.507343278686905 / ((1.0 - z) + 4.0))))));
}
return tmp;
}
public static double code(double z) {
double t_0 = Math.sqrt((Math.PI * 2.0));
double t_1 = Math.PI / Math.sin((z * Math.PI));
double t_2 = -1259.1392167224028 / (2.0 - z);
double t_3 = 771.3234287776531 / (3.0 - z);
double t_4 = 676.5203681218851 / (z + -1.0);
double tmp;
if (z <= -7.5e-11) {
tmp = (t_1 * (((-0.13857109526572012 / (6.0 - z)) + ((-176.6150291621406 / (4.0 - z)) + (12.507343278686905 / (5.0 - z)))) - (((9.984369578019572e-6 / (z - 7.0)) + (1.5056327351493116e-7 / (z - 8.0))) - (((676.5203681218851 / (1.0 - z)) + t_2) + (0.9999999999998099 + t_3))))) * (t_0 * Math.exp(((z + ((0.5 - z) * Math.log((7.5 - z)))) - 7.5)));
} else if (z <= 1.6e-84) {
tmp = (((9.984369578019572e-6 / ((1.0 - z) - -6.0)) + (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) - (((12.507343278686905 / (-4.0 + (z + -1.0))) + (-0.13857109526572012 / (-5.0 + (z + -1.0)))) + (((771.3234287776531 / (-2.0 + (z + -1.0))) + (-176.6150291621406 / (-3.0 + (z + -1.0)))) + ((t_4 + (-1259.1392167224028 / (z - 2.0))) - 0.9999999999998099)))) * ((t_0 * (Math.pow((7.5 + ((1.0 - z) + -1.0)), ((1.0 - z) - 0.5)) * Math.exp(((-6.0 + (z + -1.0)) + -0.5)))) * (1.0 / z));
} else {
tmp = (t_0 * (Math.pow(((1.0 - z) + 6.5), ((1.0 - z) + -0.5)) * Math.exp(((z + -1.0) - 6.5)))) * (t_1 * (((0.9999999999998099 - (t_4 - (t_2 + t_3))) + (-176.6150291621406 / ((1.0 - z) + 3.0))) + (((1.5056327351493116e-7 / (7.0 + (1.0 - z))) - (9.984369578019572e-6 / ((z + -1.0) - 6.0))) - ((-0.13857109526572012 / ((z + -1.0) - 5.0)) - (12.507343278686905 / ((1.0 - z) + 4.0))))));
}
return tmp;
}
def code(z): t_0 = math.sqrt((math.pi * 2.0)) t_1 = math.pi / math.sin((z * math.pi)) t_2 = -1259.1392167224028 / (2.0 - z) t_3 = 771.3234287776531 / (3.0 - z) t_4 = 676.5203681218851 / (z + -1.0) tmp = 0 if z <= -7.5e-11: tmp = (t_1 * (((-0.13857109526572012 / (6.0 - z)) + ((-176.6150291621406 / (4.0 - z)) + (12.507343278686905 / (5.0 - z)))) - (((9.984369578019572e-6 / (z - 7.0)) + (1.5056327351493116e-7 / (z - 8.0))) - (((676.5203681218851 / (1.0 - z)) + t_2) + (0.9999999999998099 + t_3))))) * (t_0 * math.exp(((z + ((0.5 - z) * math.log((7.5 - z)))) - 7.5))) elif z <= 1.6e-84: tmp = (((9.984369578019572e-6 / ((1.0 - z) - -6.0)) + (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) - (((12.507343278686905 / (-4.0 + (z + -1.0))) + (-0.13857109526572012 / (-5.0 + (z + -1.0)))) + (((771.3234287776531 / (-2.0 + (z + -1.0))) + (-176.6150291621406 / (-3.0 + (z + -1.0)))) + ((t_4 + (-1259.1392167224028 / (z - 2.0))) - 0.9999999999998099)))) * ((t_0 * (math.pow((7.5 + ((1.0 - z) + -1.0)), ((1.0 - z) - 0.5)) * math.exp(((-6.0 + (z + -1.0)) + -0.5)))) * (1.0 / z)) else: tmp = (t_0 * (math.pow(((1.0 - z) + 6.5), ((1.0 - z) + -0.5)) * math.exp(((z + -1.0) - 6.5)))) * (t_1 * (((0.9999999999998099 - (t_4 - (t_2 + t_3))) + (-176.6150291621406 / ((1.0 - z) + 3.0))) + (((1.5056327351493116e-7 / (7.0 + (1.0 - z))) - (9.984369578019572e-6 / ((z + -1.0) - 6.0))) - ((-0.13857109526572012 / ((z + -1.0) - 5.0)) - (12.507343278686905 / ((1.0 - z) + 4.0)))))) return tmp
function code(z) t_0 = sqrt(Float64(pi * 2.0)) t_1 = Float64(pi / sin(Float64(z * pi))) t_2 = Float64(-1259.1392167224028 / Float64(2.0 - z)) t_3 = Float64(771.3234287776531 / Float64(3.0 - z)) t_4 = Float64(676.5203681218851 / Float64(z + -1.0)) tmp = 0.0 if (z <= -7.5e-11) tmp = Float64(Float64(t_1 * Float64(Float64(Float64(-0.13857109526572012 / Float64(6.0 - z)) + Float64(Float64(-176.6150291621406 / Float64(4.0 - z)) + Float64(12.507343278686905 / Float64(5.0 - z)))) - Float64(Float64(Float64(9.984369578019572e-6 / Float64(z - 7.0)) + Float64(1.5056327351493116e-7 / Float64(z - 8.0))) - Float64(Float64(Float64(676.5203681218851 / Float64(1.0 - z)) + t_2) + Float64(0.9999999999998099 + t_3))))) * Float64(t_0 * exp(Float64(Float64(z + Float64(Float64(0.5 - z) * log(Float64(7.5 - z)))) - 7.5)))); elseif (z <= 1.6e-84) tmp = Float64(Float64(Float64(Float64(9.984369578019572e-6 / Float64(Float64(1.0 - z) - -6.0)) + Float64(1.5056327351493116e-7 / Float64(Float64(1.0 - z) - -7.0))) - Float64(Float64(Float64(12.507343278686905 / Float64(-4.0 + Float64(z + -1.0))) + Float64(-0.13857109526572012 / Float64(-5.0 + Float64(z + -1.0)))) + Float64(Float64(Float64(771.3234287776531 / Float64(-2.0 + Float64(z + -1.0))) + Float64(-176.6150291621406 / Float64(-3.0 + Float64(z + -1.0)))) + Float64(Float64(t_4 + Float64(-1259.1392167224028 / Float64(z - 2.0))) - 0.9999999999998099)))) * Float64(Float64(t_0 * Float64((Float64(7.5 + Float64(Float64(1.0 - z) + -1.0)) ^ Float64(Float64(1.0 - z) - 0.5)) * exp(Float64(Float64(-6.0 + Float64(z + -1.0)) + -0.5)))) * Float64(1.0 / z))); else tmp = Float64(Float64(t_0 * Float64((Float64(Float64(1.0 - z) + 6.5) ^ Float64(Float64(1.0 - z) + -0.5)) * exp(Float64(Float64(z + -1.0) - 6.5)))) * Float64(t_1 * Float64(Float64(Float64(0.9999999999998099 - Float64(t_4 - Float64(t_2 + t_3))) + Float64(-176.6150291621406 / Float64(Float64(1.0 - z) + 3.0))) + Float64(Float64(Float64(1.5056327351493116e-7 / Float64(7.0 + Float64(1.0 - z))) - Float64(9.984369578019572e-6 / Float64(Float64(z + -1.0) - 6.0))) - Float64(Float64(-0.13857109526572012 / Float64(Float64(z + -1.0) - 5.0)) - Float64(12.507343278686905 / Float64(Float64(1.0 - z) + 4.0))))))); end return tmp end
function tmp_2 = code(z) t_0 = sqrt((pi * 2.0)); t_1 = pi / sin((z * pi)); t_2 = -1259.1392167224028 / (2.0 - z); t_3 = 771.3234287776531 / (3.0 - z); t_4 = 676.5203681218851 / (z + -1.0); tmp = 0.0; if (z <= -7.5e-11) tmp = (t_1 * (((-0.13857109526572012 / (6.0 - z)) + ((-176.6150291621406 / (4.0 - z)) + (12.507343278686905 / (5.0 - z)))) - (((9.984369578019572e-6 / (z - 7.0)) + (1.5056327351493116e-7 / (z - 8.0))) - (((676.5203681218851 / (1.0 - z)) + t_2) + (0.9999999999998099 + t_3))))) * (t_0 * exp(((z + ((0.5 - z) * log((7.5 - z)))) - 7.5))); elseif (z <= 1.6e-84) tmp = (((9.984369578019572e-6 / ((1.0 - z) - -6.0)) + (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) - (((12.507343278686905 / (-4.0 + (z + -1.0))) + (-0.13857109526572012 / (-5.0 + (z + -1.0)))) + (((771.3234287776531 / (-2.0 + (z + -1.0))) + (-176.6150291621406 / (-3.0 + (z + -1.0)))) + ((t_4 + (-1259.1392167224028 / (z - 2.0))) - 0.9999999999998099)))) * ((t_0 * (((7.5 + ((1.0 - z) + -1.0)) ^ ((1.0 - z) - 0.5)) * exp(((-6.0 + (z + -1.0)) + -0.5)))) * (1.0 / z)); else tmp = (t_0 * ((((1.0 - z) + 6.5) ^ ((1.0 - z) + -0.5)) * exp(((z + -1.0) - 6.5)))) * (t_1 * (((0.9999999999998099 - (t_4 - (t_2 + t_3))) + (-176.6150291621406 / ((1.0 - z) + 3.0))) + (((1.5056327351493116e-7 / (7.0 + (1.0 - z))) - (9.984369578019572e-6 / ((z + -1.0) - 6.0))) - ((-0.13857109526572012 / ((z + -1.0) - 5.0)) - (12.507343278686905 / ((1.0 - z) + 4.0)))))); end tmp_2 = tmp; end
code[z_] := Block[{t$95$0 = N[Sqrt[N[(Pi * 2.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(Pi / N[Sin[N[(z * Pi), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(-1259.1392167224028 / N[(2.0 - z), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(771.3234287776531 / N[(3.0 - z), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$4 = N[(676.5203681218851 / N[(z + -1.0), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[z, -7.5e-11], N[(N[(t$95$1 * N[(N[(N[(-0.13857109526572012 / N[(6.0 - z), $MachinePrecision]), $MachinePrecision] + N[(N[(-176.6150291621406 / N[(4.0 - z), $MachinePrecision]), $MachinePrecision] + N[(12.507343278686905 / N[(5.0 - z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(N[(9.984369578019572e-6 / N[(z - 7.0), $MachinePrecision]), $MachinePrecision] + N[(1.5056327351493116e-7 / N[(z - 8.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(N[(676.5203681218851 / N[(1.0 - z), $MachinePrecision]), $MachinePrecision] + t$95$2), $MachinePrecision] + N[(0.9999999999998099 + t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(t$95$0 * N[Exp[N[(N[(z + N[(N[(0.5 - z), $MachinePrecision] * N[Log[N[(7.5 - z), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 7.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[z, 1.6e-84], N[(N[(N[(N[(9.984369578019572e-6 / N[(N[(1.0 - z), $MachinePrecision] - -6.0), $MachinePrecision]), $MachinePrecision] + N[(1.5056327351493116e-7 / N[(N[(1.0 - z), $MachinePrecision] - -7.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(N[(12.507343278686905 / N[(-4.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-0.13857109526572012 / N[(-5.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[(771.3234287776531 / N[(-2.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-176.6150291621406 / N[(-3.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(t$95$4 + N[(-1259.1392167224028 / N[(z - 2.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 0.9999999999998099), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[(t$95$0 * N[(N[Power[N[(7.5 + N[(N[(1.0 - z), $MachinePrecision] + -1.0), $MachinePrecision]), $MachinePrecision], N[(N[(1.0 - z), $MachinePrecision] - 0.5), $MachinePrecision]], $MachinePrecision] * N[Exp[N[(N[(-6.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision] + -0.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(1.0 / z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(t$95$0 * N[(N[Power[N[(N[(1.0 - z), $MachinePrecision] + 6.5), $MachinePrecision], N[(N[(1.0 - z), $MachinePrecision] + -0.5), $MachinePrecision]], $MachinePrecision] * N[Exp[N[(N[(z + -1.0), $MachinePrecision] - 6.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(t$95$1 * N[(N[(N[(0.9999999999998099 - N[(t$95$4 - N[(t$95$2 + t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-176.6150291621406 / N[(N[(1.0 - z), $MachinePrecision] + 3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[(1.5056327351493116e-7 / N[(7.0 + N[(1.0 - z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(9.984369578019572e-6 / N[(N[(z + -1.0), $MachinePrecision] - 6.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(-0.13857109526572012 / N[(N[(z + -1.0), $MachinePrecision] - 5.0), $MachinePrecision]), $MachinePrecision] - N[(12.507343278686905 / N[(N[(1.0 - z), $MachinePrecision] + 4.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\pi \cdot 2}\\
t_1 := \frac{\pi}{\sin \left(z \cdot \pi\right)}\\
t_2 := \frac{-1259.1392167224028}{2 - z}\\
t_3 := \frac{771.3234287776531}{3 - z}\\
t_4 := \frac{676.5203681218851}{z + -1}\\
\mathbf{if}\;z \leq -7.5 \cdot 10^{-11}:\\
\;\;\;\;\left(t\_1 \cdot \left(\left(\frac{-0.13857109526572012}{6 - z} + \left(\frac{-176.6150291621406}{4 - z} + \frac{12.507343278686905}{5 - z}\right)\right) - \left(\left(\frac{9.984369578019572 \cdot 10^{-6}}{z - 7} + \frac{1.5056327351493116 \cdot 10^{-7}}{z - 8}\right) - \left(\left(\frac{676.5203681218851}{1 - z} + t\_2\right) + \left(0.9999999999998099 + t\_3\right)\right)\right)\right)\right) \cdot \left(t\_0 \cdot e^{\left(z + \left(0.5 - z\right) \cdot \log \left(7.5 - z\right)\right) - 7.5}\right)\\
\mathbf{elif}\;z \leq 1.6 \cdot 10^{-84}:\\
\;\;\;\;\left(\left(\frac{9.984369578019572 \cdot 10^{-6}}{\left(1 - z\right) - -6} + \frac{1.5056327351493116 \cdot 10^{-7}}{\left(1 - z\right) - -7}\right) - \left(\left(\frac{12.507343278686905}{-4 + \left(z + -1\right)} + \frac{-0.13857109526572012}{-5 + \left(z + -1\right)}\right) + \left(\left(\frac{771.3234287776531}{-2 + \left(z + -1\right)} + \frac{-176.6150291621406}{-3 + \left(z + -1\right)}\right) + \left(\left(t\_4 + \frac{-1259.1392167224028}{z - 2}\right) - 0.9999999999998099\right)\right)\right)\right) \cdot \left(\left(t\_0 \cdot \left({\left(7.5 + \left(\left(1 - z\right) + -1\right)\right)}^{\left(\left(1 - z\right) - 0.5\right)} \cdot e^{\left(-6 + \left(z + -1\right)\right) + -0.5}\right)\right) \cdot \frac{1}{z}\right)\\
\mathbf{else}:\\
\;\;\;\;\left(t\_0 \cdot \left({\left(\left(1 - z\right) + 6.5\right)}^{\left(\left(1 - z\right) + -0.5\right)} \cdot e^{\left(z + -1\right) - 6.5}\right)\right) \cdot \left(t\_1 \cdot \left(\left(\left(0.9999999999998099 - \left(t\_4 - \left(t\_2 + t\_3\right)\right)\right) + \frac{-176.6150291621406}{\left(1 - z\right) + 3}\right) + \left(\left(\frac{1.5056327351493116 \cdot 10^{-7}}{7 + \left(1 - z\right)} - \frac{9.984369578019572 \cdot 10^{-6}}{\left(z + -1\right) - 6}\right) - \left(\frac{-0.13857109526572012}{\left(z + -1\right) - 5} - \frac{12.507343278686905}{\left(1 - z\right) + 4}\right)\right)\right)\right)\\
\end{array}
\end{array}
if z < -7.5e-11Initial program 48.8%
Simplified49.1%
add-exp-log48.7%
*-commutative48.7%
log-prod48.7%
add-log-exp98.7%
log-pow98.7%
neg-mul-198.7%
fma-define98.7%
Applied egg-rr98.7%
Taylor expanded in z around inf 98.7%
if -7.5e-11 < z < 1.6e-84Initial program 97.3%
Simplified99.1%
*-un-lft-identity99.1%
--rgt-identity99.1%
+-commutative99.1%
metadata-eval99.1%
associate-+l-99.1%
+-commutative99.1%
add-exp-log99.1%
expm1-define99.1%
sub-neg99.1%
log1p-define99.1%
expm1-log1p-u99.1%
sub-neg99.1%
Applied egg-rr99.1%
*-lft-identity99.1%
+-commutative99.1%
associate-+l+99.1%
Simplified99.1%
Taylor expanded in z around 0 99.1%
if 1.6e-84 < z Initial program 97.7%
Simplified97.6%
*-un-lft-identity97.6%
+-commutative97.6%
+-commutative97.6%
metadata-eval97.6%
sub-neg97.6%
metadata-eval97.6%
associate-+l-97.6%
+-commutative97.6%
add-exp-log97.6%
expm1-define97.6%
sub-neg97.6%
log1p-define97.6%
expm1-log1p-u97.6%
sub-neg97.6%
Applied egg-rr97.6%
*-lft-identity97.6%
associate-+l+98.2%
+-commutative98.2%
associate-+l+99.1%
+-commutative99.1%
+-commutative99.1%
associate-+r-99.1%
metadata-eval99.1%
Simplified99.1%
Final simplification99.1%
(FPCore (z)
:precision binary64
(*
(*
(/ PI (sin (* z PI)))
(*
(sqrt (* PI 2.0))
(*
(pow (+ 7.5 (+ (- 1.0 z) -1.0)) (- (- 1.0 z) 0.5))
(exp (+ (+ -6.0 (+ z -1.0)) -0.5)))))
(-
(+
(/ 9.984369578019572e-6 (- (- 1.0 z) -6.0))
(/ 1.5056327351493116e-7 (- (- 1.0 z) -7.0)))
(+
(+
(/ 12.507343278686905 (+ -4.0 (+ z -1.0)))
(/ -0.13857109526572012 (+ -5.0 (+ z -1.0))))
(+
(+
(/ 771.3234287776531 (+ -2.0 (+ z -1.0)))
(/ -176.6150291621406 (+ -3.0 (+ z -1.0))))
(-
(+ (/ 676.5203681218851 (+ z -1.0)) (/ -1259.1392167224028 (- z 2.0)))
0.9999999999998099))))))
double code(double z) {
return ((((double) M_PI) / sin((z * ((double) M_PI)))) * (sqrt((((double) M_PI) * 2.0)) * (pow((7.5 + ((1.0 - z) + -1.0)), ((1.0 - z) - 0.5)) * exp(((-6.0 + (z + -1.0)) + -0.5))))) * (((9.984369578019572e-6 / ((1.0 - z) - -6.0)) + (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) - (((12.507343278686905 / (-4.0 + (z + -1.0))) + (-0.13857109526572012 / (-5.0 + (z + -1.0)))) + (((771.3234287776531 / (-2.0 + (z + -1.0))) + (-176.6150291621406 / (-3.0 + (z + -1.0)))) + (((676.5203681218851 / (z + -1.0)) + (-1259.1392167224028 / (z - 2.0))) - 0.9999999999998099))));
}
public static double code(double z) {
return ((Math.PI / Math.sin((z * Math.PI))) * (Math.sqrt((Math.PI * 2.0)) * (Math.pow((7.5 + ((1.0 - z) + -1.0)), ((1.0 - z) - 0.5)) * Math.exp(((-6.0 + (z + -1.0)) + -0.5))))) * (((9.984369578019572e-6 / ((1.0 - z) - -6.0)) + (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) - (((12.507343278686905 / (-4.0 + (z + -1.0))) + (-0.13857109526572012 / (-5.0 + (z + -1.0)))) + (((771.3234287776531 / (-2.0 + (z + -1.0))) + (-176.6150291621406 / (-3.0 + (z + -1.0)))) + (((676.5203681218851 / (z + -1.0)) + (-1259.1392167224028 / (z - 2.0))) - 0.9999999999998099))));
}
def code(z): return ((math.pi / math.sin((z * math.pi))) * (math.sqrt((math.pi * 2.0)) * (math.pow((7.5 + ((1.0 - z) + -1.0)), ((1.0 - z) - 0.5)) * math.exp(((-6.0 + (z + -1.0)) + -0.5))))) * (((9.984369578019572e-6 / ((1.0 - z) - -6.0)) + (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) - (((12.507343278686905 / (-4.0 + (z + -1.0))) + (-0.13857109526572012 / (-5.0 + (z + -1.0)))) + (((771.3234287776531 / (-2.0 + (z + -1.0))) + (-176.6150291621406 / (-3.0 + (z + -1.0)))) + (((676.5203681218851 / (z + -1.0)) + (-1259.1392167224028 / (z - 2.0))) - 0.9999999999998099))))
function code(z) return Float64(Float64(Float64(pi / sin(Float64(z * pi))) * Float64(sqrt(Float64(pi * 2.0)) * Float64((Float64(7.5 + Float64(Float64(1.0 - z) + -1.0)) ^ Float64(Float64(1.0 - z) - 0.5)) * exp(Float64(Float64(-6.0 + Float64(z + -1.0)) + -0.5))))) * Float64(Float64(Float64(9.984369578019572e-6 / Float64(Float64(1.0 - z) - -6.0)) + Float64(1.5056327351493116e-7 / Float64(Float64(1.0 - z) - -7.0))) - Float64(Float64(Float64(12.507343278686905 / Float64(-4.0 + Float64(z + -1.0))) + Float64(-0.13857109526572012 / Float64(-5.0 + Float64(z + -1.0)))) + Float64(Float64(Float64(771.3234287776531 / Float64(-2.0 + Float64(z + -1.0))) + Float64(-176.6150291621406 / Float64(-3.0 + Float64(z + -1.0)))) + Float64(Float64(Float64(676.5203681218851 / Float64(z + -1.0)) + Float64(-1259.1392167224028 / Float64(z - 2.0))) - 0.9999999999998099))))) end
function tmp = code(z) tmp = ((pi / sin((z * pi))) * (sqrt((pi * 2.0)) * (((7.5 + ((1.0 - z) + -1.0)) ^ ((1.0 - z) - 0.5)) * exp(((-6.0 + (z + -1.0)) + -0.5))))) * (((9.984369578019572e-6 / ((1.0 - z) - -6.0)) + (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) - (((12.507343278686905 / (-4.0 + (z + -1.0))) + (-0.13857109526572012 / (-5.0 + (z + -1.0)))) + (((771.3234287776531 / (-2.0 + (z + -1.0))) + (-176.6150291621406 / (-3.0 + (z + -1.0)))) + (((676.5203681218851 / (z + -1.0)) + (-1259.1392167224028 / (z - 2.0))) - 0.9999999999998099)))); end
code[z_] := N[(N[(N[(Pi / N[Sin[N[(z * Pi), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[(N[Sqrt[N[(Pi * 2.0), $MachinePrecision]], $MachinePrecision] * N[(N[Power[N[(7.5 + N[(N[(1.0 - z), $MachinePrecision] + -1.0), $MachinePrecision]), $MachinePrecision], N[(N[(1.0 - z), $MachinePrecision] - 0.5), $MachinePrecision]], $MachinePrecision] * N[Exp[N[(N[(-6.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision] + -0.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[(N[(9.984369578019572e-6 / N[(N[(1.0 - z), $MachinePrecision] - -6.0), $MachinePrecision]), $MachinePrecision] + N[(1.5056327351493116e-7 / N[(N[(1.0 - z), $MachinePrecision] - -7.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(N[(12.507343278686905 / N[(-4.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-0.13857109526572012 / N[(-5.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[(771.3234287776531 / N[(-2.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-176.6150291621406 / N[(-3.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[(676.5203681218851 / N[(z + -1.0), $MachinePrecision]), $MachinePrecision] + N[(-1259.1392167224028 / N[(z - 2.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 0.9999999999998099), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\left(\frac{\pi}{\sin \left(z \cdot \pi\right)} \cdot \left(\sqrt{\pi \cdot 2} \cdot \left({\left(7.5 + \left(\left(1 - z\right) + -1\right)\right)}^{\left(\left(1 - z\right) - 0.5\right)} \cdot e^{\left(-6 + \left(z + -1\right)\right) + -0.5}\right)\right)\right) \cdot \left(\left(\frac{9.984369578019572 \cdot 10^{-6}}{\left(1 - z\right) - -6} + \frac{1.5056327351493116 \cdot 10^{-7}}{\left(1 - z\right) - -7}\right) - \left(\left(\frac{12.507343278686905}{-4 + \left(z + -1\right)} + \frac{-0.13857109526572012}{-5 + \left(z + -1\right)}\right) + \left(\left(\frac{771.3234287776531}{-2 + \left(z + -1\right)} + \frac{-176.6150291621406}{-3 + \left(z + -1\right)}\right) + \left(\left(\frac{676.5203681218851}{z + -1} + \frac{-1259.1392167224028}{z - 2}\right) - 0.9999999999998099\right)\right)\right)\right)
\end{array}
Initial program 95.8%
Simplified97.5%
*-un-lft-identity97.5%
--rgt-identity97.5%
+-commutative97.5%
metadata-eval97.5%
associate-+l-97.5%
+-commutative97.5%
add-exp-log97.5%
expm1-define97.5%
sub-neg97.5%
log1p-define97.5%
expm1-log1p-u97.5%
sub-neg97.5%
Applied egg-rr97.5%
*-lft-identity97.5%
+-commutative97.5%
associate-+l+97.5%
Simplified97.5%
Final simplification97.5%
(FPCore (z)
:precision binary64
(let* ((t_0 (sqrt (* PI 2.0)))
(t_1
(*
(/ PI (sin (* z PI)))
(-
(+
(/ -0.13857109526572012 (- 6.0 z))
(+
(/ -176.6150291621406 (- 4.0 z))
(/ 12.507343278686905 (- 5.0 z))))
(-
(+
(/ 9.984369578019572e-6 (- z 7.0))
(/ 1.5056327351493116e-7 (- z 8.0)))
(+
(+
(/ 676.5203681218851 (- 1.0 z))
(/ -1259.1392167224028 (- 2.0 z)))
(+ 0.9999999999998099 (/ 771.3234287776531 (- 3.0 z)))))))))
(if (<= z -1.1e-16)
(* t_1 (* t_0 (exp (- (+ z (* (- 0.5 z) (log (- 7.5 z)))) 7.5))))
(if (<= z 1.6e-15)
(*
(*
(*
t_0
(*
(pow (+ 7.5 (+ (- 1.0 z) -1.0)) (- (- 1.0 z) 0.5))
(exp (+ (+ -6.0 (+ z -1.0)) -0.5))))
(/ 1.0 z))
(+
(+
(/ 9.984369578019572e-6 (- (- 1.0 z) -6.0))
(/ 1.5056327351493116e-7 (- (- 1.0 z) -7.0)))
(+
(+
(/ 12.507343278686905 (- (- 1.0 z) -4.0))
(/ -0.13857109526572012 (- (- 1.0 z) -5.0)))
(+
(+ (* z 361.7355639412844) 47.95075976068351)
212.9540523020159))))
(* t_1 (* t_0 (* (exp (+ z -7.5)) (pow (- 7.5 z) (- 0.5 z)))))))))
double code(double z) {
double t_0 = sqrt((((double) M_PI) * 2.0));
double t_1 = (((double) M_PI) / sin((z * ((double) M_PI)))) * (((-0.13857109526572012 / (6.0 - z)) + ((-176.6150291621406 / (4.0 - z)) + (12.507343278686905 / (5.0 - z)))) - (((9.984369578019572e-6 / (z - 7.0)) + (1.5056327351493116e-7 / (z - 8.0))) - (((676.5203681218851 / (1.0 - z)) + (-1259.1392167224028 / (2.0 - z))) + (0.9999999999998099 + (771.3234287776531 / (3.0 - z))))));
double tmp;
if (z <= -1.1e-16) {
tmp = t_1 * (t_0 * exp(((z + ((0.5 - z) * log((7.5 - z)))) - 7.5)));
} else if (z <= 1.6e-15) {
tmp = ((t_0 * (pow((7.5 + ((1.0 - z) + -1.0)), ((1.0 - z) - 0.5)) * exp(((-6.0 + (z + -1.0)) + -0.5)))) * (1.0 / z)) * (((9.984369578019572e-6 / ((1.0 - z) - -6.0)) + (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) + (((12.507343278686905 / ((1.0 - z) - -4.0)) + (-0.13857109526572012 / ((1.0 - z) - -5.0))) + (((z * 361.7355639412844) + 47.95075976068351) + 212.9540523020159)));
} else {
tmp = t_1 * (t_0 * (exp((z + -7.5)) * pow((7.5 - z), (0.5 - z))));
}
return tmp;
}
public static double code(double z) {
double t_0 = Math.sqrt((Math.PI * 2.0));
double t_1 = (Math.PI / Math.sin((z * Math.PI))) * (((-0.13857109526572012 / (6.0 - z)) + ((-176.6150291621406 / (4.0 - z)) + (12.507343278686905 / (5.0 - z)))) - (((9.984369578019572e-6 / (z - 7.0)) + (1.5056327351493116e-7 / (z - 8.0))) - (((676.5203681218851 / (1.0 - z)) + (-1259.1392167224028 / (2.0 - z))) + (0.9999999999998099 + (771.3234287776531 / (3.0 - z))))));
double tmp;
if (z <= -1.1e-16) {
tmp = t_1 * (t_0 * Math.exp(((z + ((0.5 - z) * Math.log((7.5 - z)))) - 7.5)));
} else if (z <= 1.6e-15) {
tmp = ((t_0 * (Math.pow((7.5 + ((1.0 - z) + -1.0)), ((1.0 - z) - 0.5)) * Math.exp(((-6.0 + (z + -1.0)) + -0.5)))) * (1.0 / z)) * (((9.984369578019572e-6 / ((1.0 - z) - -6.0)) + (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) + (((12.507343278686905 / ((1.0 - z) - -4.0)) + (-0.13857109526572012 / ((1.0 - z) - -5.0))) + (((z * 361.7355639412844) + 47.95075976068351) + 212.9540523020159)));
} else {
tmp = t_1 * (t_0 * (Math.exp((z + -7.5)) * Math.pow((7.5 - z), (0.5 - z))));
}
return tmp;
}
def code(z): t_0 = math.sqrt((math.pi * 2.0)) t_1 = (math.pi / math.sin((z * math.pi))) * (((-0.13857109526572012 / (6.0 - z)) + ((-176.6150291621406 / (4.0 - z)) + (12.507343278686905 / (5.0 - z)))) - (((9.984369578019572e-6 / (z - 7.0)) + (1.5056327351493116e-7 / (z - 8.0))) - (((676.5203681218851 / (1.0 - z)) + (-1259.1392167224028 / (2.0 - z))) + (0.9999999999998099 + (771.3234287776531 / (3.0 - z)))))) tmp = 0 if z <= -1.1e-16: tmp = t_1 * (t_0 * math.exp(((z + ((0.5 - z) * math.log((7.5 - z)))) - 7.5))) elif z <= 1.6e-15: tmp = ((t_0 * (math.pow((7.5 + ((1.0 - z) + -1.0)), ((1.0 - z) - 0.5)) * math.exp(((-6.0 + (z + -1.0)) + -0.5)))) * (1.0 / z)) * (((9.984369578019572e-6 / ((1.0 - z) - -6.0)) + (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) + (((12.507343278686905 / ((1.0 - z) - -4.0)) + (-0.13857109526572012 / ((1.0 - z) - -5.0))) + (((z * 361.7355639412844) + 47.95075976068351) + 212.9540523020159))) else: tmp = t_1 * (t_0 * (math.exp((z + -7.5)) * math.pow((7.5 - z), (0.5 - z)))) return tmp
function code(z) t_0 = sqrt(Float64(pi * 2.0)) t_1 = Float64(Float64(pi / sin(Float64(z * pi))) * Float64(Float64(Float64(-0.13857109526572012 / Float64(6.0 - z)) + Float64(Float64(-176.6150291621406 / Float64(4.0 - z)) + Float64(12.507343278686905 / Float64(5.0 - z)))) - Float64(Float64(Float64(9.984369578019572e-6 / Float64(z - 7.0)) + Float64(1.5056327351493116e-7 / Float64(z - 8.0))) - Float64(Float64(Float64(676.5203681218851 / Float64(1.0 - z)) + Float64(-1259.1392167224028 / Float64(2.0 - z))) + Float64(0.9999999999998099 + Float64(771.3234287776531 / Float64(3.0 - z))))))) tmp = 0.0 if (z <= -1.1e-16) tmp = Float64(t_1 * Float64(t_0 * exp(Float64(Float64(z + Float64(Float64(0.5 - z) * log(Float64(7.5 - z)))) - 7.5)))); elseif (z <= 1.6e-15) tmp = Float64(Float64(Float64(t_0 * Float64((Float64(7.5 + Float64(Float64(1.0 - z) + -1.0)) ^ Float64(Float64(1.0 - z) - 0.5)) * exp(Float64(Float64(-6.0 + Float64(z + -1.0)) + -0.5)))) * Float64(1.0 / z)) * Float64(Float64(Float64(9.984369578019572e-6 / Float64(Float64(1.0 - z) - -6.0)) + Float64(1.5056327351493116e-7 / Float64(Float64(1.0 - z) - -7.0))) + Float64(Float64(Float64(12.507343278686905 / Float64(Float64(1.0 - z) - -4.0)) + Float64(-0.13857109526572012 / Float64(Float64(1.0 - z) - -5.0))) + Float64(Float64(Float64(z * 361.7355639412844) + 47.95075976068351) + 212.9540523020159)))); else tmp = Float64(t_1 * Float64(t_0 * Float64(exp(Float64(z + -7.5)) * (Float64(7.5 - z) ^ Float64(0.5 - z))))); end return tmp end
function tmp_2 = code(z) t_0 = sqrt((pi * 2.0)); t_1 = (pi / sin((z * pi))) * (((-0.13857109526572012 / (6.0 - z)) + ((-176.6150291621406 / (4.0 - z)) + (12.507343278686905 / (5.0 - z)))) - (((9.984369578019572e-6 / (z - 7.0)) + (1.5056327351493116e-7 / (z - 8.0))) - (((676.5203681218851 / (1.0 - z)) + (-1259.1392167224028 / (2.0 - z))) + (0.9999999999998099 + (771.3234287776531 / (3.0 - z)))))); tmp = 0.0; if (z <= -1.1e-16) tmp = t_1 * (t_0 * exp(((z + ((0.5 - z) * log((7.5 - z)))) - 7.5))); elseif (z <= 1.6e-15) tmp = ((t_0 * (((7.5 + ((1.0 - z) + -1.0)) ^ ((1.0 - z) - 0.5)) * exp(((-6.0 + (z + -1.0)) + -0.5)))) * (1.0 / z)) * (((9.984369578019572e-6 / ((1.0 - z) - -6.0)) + (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) + (((12.507343278686905 / ((1.0 - z) - -4.0)) + (-0.13857109526572012 / ((1.0 - z) - -5.0))) + (((z * 361.7355639412844) + 47.95075976068351) + 212.9540523020159))); else tmp = t_1 * (t_0 * (exp((z + -7.5)) * ((7.5 - z) ^ (0.5 - z)))); end tmp_2 = tmp; end
code[z_] := Block[{t$95$0 = N[Sqrt[N[(Pi * 2.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(N[(Pi / N[Sin[N[(z * Pi), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(-0.13857109526572012 / N[(6.0 - z), $MachinePrecision]), $MachinePrecision] + N[(N[(-176.6150291621406 / N[(4.0 - z), $MachinePrecision]), $MachinePrecision] + N[(12.507343278686905 / N[(5.0 - z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(N[(9.984369578019572e-6 / N[(z - 7.0), $MachinePrecision]), $MachinePrecision] + N[(1.5056327351493116e-7 / N[(z - 8.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(N[(676.5203681218851 / N[(1.0 - z), $MachinePrecision]), $MachinePrecision] + N[(-1259.1392167224028 / N[(2.0 - z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(0.9999999999998099 + N[(771.3234287776531 / N[(3.0 - z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[z, -1.1e-16], N[(t$95$1 * N[(t$95$0 * N[Exp[N[(N[(z + N[(N[(0.5 - z), $MachinePrecision] * N[Log[N[(7.5 - z), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 7.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[z, 1.6e-15], N[(N[(N[(t$95$0 * N[(N[Power[N[(7.5 + N[(N[(1.0 - z), $MachinePrecision] + -1.0), $MachinePrecision]), $MachinePrecision], N[(N[(1.0 - z), $MachinePrecision] - 0.5), $MachinePrecision]], $MachinePrecision] * N[Exp[N[(N[(-6.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision] + -0.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(1.0 / z), $MachinePrecision]), $MachinePrecision] * N[(N[(N[(9.984369578019572e-6 / N[(N[(1.0 - z), $MachinePrecision] - -6.0), $MachinePrecision]), $MachinePrecision] + N[(1.5056327351493116e-7 / N[(N[(1.0 - z), $MachinePrecision] - -7.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[(12.507343278686905 / N[(N[(1.0 - z), $MachinePrecision] - -4.0), $MachinePrecision]), $MachinePrecision] + N[(-0.13857109526572012 / N[(N[(1.0 - z), $MachinePrecision] - -5.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[(z * 361.7355639412844), $MachinePrecision] + 47.95075976068351), $MachinePrecision] + 212.9540523020159), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(t$95$1 * N[(t$95$0 * N[(N[Exp[N[(z + -7.5), $MachinePrecision]], $MachinePrecision] * N[Power[N[(7.5 - z), $MachinePrecision], N[(0.5 - z), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\pi \cdot 2}\\
t_1 := \frac{\pi}{\sin \left(z \cdot \pi\right)} \cdot \left(\left(\frac{-0.13857109526572012}{6 - z} + \left(\frac{-176.6150291621406}{4 - z} + \frac{12.507343278686905}{5 - z}\right)\right) - \left(\left(\frac{9.984369578019572 \cdot 10^{-6}}{z - 7} + \frac{1.5056327351493116 \cdot 10^{-7}}{z - 8}\right) - \left(\left(\frac{676.5203681218851}{1 - z} + \frac{-1259.1392167224028}{2 - z}\right) + \left(0.9999999999998099 + \frac{771.3234287776531}{3 - z}\right)\right)\right)\right)\\
\mathbf{if}\;z \leq -1.1 \cdot 10^{-16}:\\
\;\;\;\;t\_1 \cdot \left(t\_0 \cdot e^{\left(z + \left(0.5 - z\right) \cdot \log \left(7.5 - z\right)\right) - 7.5}\right)\\
\mathbf{elif}\;z \leq 1.6 \cdot 10^{-15}:\\
\;\;\;\;\left(\left(t\_0 \cdot \left({\left(7.5 + \left(\left(1 - z\right) + -1\right)\right)}^{\left(\left(1 - z\right) - 0.5\right)} \cdot e^{\left(-6 + \left(z + -1\right)\right) + -0.5}\right)\right) \cdot \frac{1}{z}\right) \cdot \left(\left(\frac{9.984369578019572 \cdot 10^{-6}}{\left(1 - z\right) - -6} + \frac{1.5056327351493116 \cdot 10^{-7}}{\left(1 - z\right) - -7}\right) + \left(\left(\frac{12.507343278686905}{\left(1 - z\right) - -4} + \frac{-0.13857109526572012}{\left(1 - z\right) - -5}\right) + \left(\left(z \cdot 361.7355639412844 + 47.95075976068351\right) + 212.9540523020159\right)\right)\right)\\
\mathbf{else}:\\
\;\;\;\;t\_1 \cdot \left(t\_0 \cdot \left(e^{z + -7.5} \cdot {\left(7.5 - z\right)}^{\left(0.5 - z\right)}\right)\right)\\
\end{array}
\end{array}
if z < -1.1e-16Initial program 58.3%
Simplified58.7%
add-exp-log58.4%
*-commutative58.4%
log-prod58.4%
add-log-exp98.4%
log-pow98.4%
neg-mul-198.4%
fma-define98.4%
Applied egg-rr98.4%
Taylor expanded in z around inf 98.4%
if -1.1e-16 < z < 1.6e-15Initial program 97.3%
Simplified99.1%
Taylor expanded in z around 0 99.1%
+-commutative99.1%
*-commutative99.1%
Simplified99.1%
Taylor expanded in z around 0 99.1%
Taylor expanded in z around 0 99.2%
if 1.6e-15 < z Initial program 99.0%
Simplified98.4%
Taylor expanded in z around inf 98.4%
exp-to-pow98.4%
sub-neg98.4%
metadata-eval98.4%
+-commutative98.4%
Simplified98.4%
Final simplification99.1%
(FPCore (z)
:precision binary64
(*
(-
(+
(/ 9.984369578019572e-6 (- (- 1.0 z) -6.0))
(/ 1.5056327351493116e-7 (- (- 1.0 z) -7.0)))
(+
(+
(/ 12.507343278686905 (+ -4.0 (+ z -1.0)))
(/ -0.13857109526572012 (+ -5.0 (+ z -1.0))))
(+
(+
(/ 771.3234287776531 (+ -2.0 (+ z -1.0)))
(/ -176.6150291621406 (+ -3.0 (+ z -1.0))))
(-
(+ (/ 676.5203681218851 (+ z -1.0)) (/ -1259.1392167224028 (- z 2.0)))
0.9999999999998099))))
(*
(*
(sqrt (* PI 2.0))
(*
(pow (+ 7.5 (+ (- 1.0 z) -1.0)) (- (- 1.0 z) 0.5))
(exp (+ (+ -6.0 (+ z -1.0)) -0.5))))
(/ 1.0 z))))
double code(double z) {
return (((9.984369578019572e-6 / ((1.0 - z) - -6.0)) + (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) - (((12.507343278686905 / (-4.0 + (z + -1.0))) + (-0.13857109526572012 / (-5.0 + (z + -1.0)))) + (((771.3234287776531 / (-2.0 + (z + -1.0))) + (-176.6150291621406 / (-3.0 + (z + -1.0)))) + (((676.5203681218851 / (z + -1.0)) + (-1259.1392167224028 / (z - 2.0))) - 0.9999999999998099)))) * ((sqrt((((double) M_PI) * 2.0)) * (pow((7.5 + ((1.0 - z) + -1.0)), ((1.0 - z) - 0.5)) * exp(((-6.0 + (z + -1.0)) + -0.5)))) * (1.0 / z));
}
public static double code(double z) {
return (((9.984369578019572e-6 / ((1.0 - z) - -6.0)) + (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) - (((12.507343278686905 / (-4.0 + (z + -1.0))) + (-0.13857109526572012 / (-5.0 + (z + -1.0)))) + (((771.3234287776531 / (-2.0 + (z + -1.0))) + (-176.6150291621406 / (-3.0 + (z + -1.0)))) + (((676.5203681218851 / (z + -1.0)) + (-1259.1392167224028 / (z - 2.0))) - 0.9999999999998099)))) * ((Math.sqrt((Math.PI * 2.0)) * (Math.pow((7.5 + ((1.0 - z) + -1.0)), ((1.0 - z) - 0.5)) * Math.exp(((-6.0 + (z + -1.0)) + -0.5)))) * (1.0 / z));
}
def code(z): return (((9.984369578019572e-6 / ((1.0 - z) - -6.0)) + (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) - (((12.507343278686905 / (-4.0 + (z + -1.0))) + (-0.13857109526572012 / (-5.0 + (z + -1.0)))) + (((771.3234287776531 / (-2.0 + (z + -1.0))) + (-176.6150291621406 / (-3.0 + (z + -1.0)))) + (((676.5203681218851 / (z + -1.0)) + (-1259.1392167224028 / (z - 2.0))) - 0.9999999999998099)))) * ((math.sqrt((math.pi * 2.0)) * (math.pow((7.5 + ((1.0 - z) + -1.0)), ((1.0 - z) - 0.5)) * math.exp(((-6.0 + (z + -1.0)) + -0.5)))) * (1.0 / z))
function code(z) return Float64(Float64(Float64(Float64(9.984369578019572e-6 / Float64(Float64(1.0 - z) - -6.0)) + Float64(1.5056327351493116e-7 / Float64(Float64(1.0 - z) - -7.0))) - Float64(Float64(Float64(12.507343278686905 / Float64(-4.0 + Float64(z + -1.0))) + Float64(-0.13857109526572012 / Float64(-5.0 + Float64(z + -1.0)))) + Float64(Float64(Float64(771.3234287776531 / Float64(-2.0 + Float64(z + -1.0))) + Float64(-176.6150291621406 / Float64(-3.0 + Float64(z + -1.0)))) + Float64(Float64(Float64(676.5203681218851 / Float64(z + -1.0)) + Float64(-1259.1392167224028 / Float64(z - 2.0))) - 0.9999999999998099)))) * Float64(Float64(sqrt(Float64(pi * 2.0)) * Float64((Float64(7.5 + Float64(Float64(1.0 - z) + -1.0)) ^ Float64(Float64(1.0 - z) - 0.5)) * exp(Float64(Float64(-6.0 + Float64(z + -1.0)) + -0.5)))) * Float64(1.0 / z))) end
function tmp = code(z) tmp = (((9.984369578019572e-6 / ((1.0 - z) - -6.0)) + (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) - (((12.507343278686905 / (-4.0 + (z + -1.0))) + (-0.13857109526572012 / (-5.0 + (z + -1.0)))) + (((771.3234287776531 / (-2.0 + (z + -1.0))) + (-176.6150291621406 / (-3.0 + (z + -1.0)))) + (((676.5203681218851 / (z + -1.0)) + (-1259.1392167224028 / (z - 2.0))) - 0.9999999999998099)))) * ((sqrt((pi * 2.0)) * (((7.5 + ((1.0 - z) + -1.0)) ^ ((1.0 - z) - 0.5)) * exp(((-6.0 + (z + -1.0)) + -0.5)))) * (1.0 / z)); end
code[z_] := N[(N[(N[(N[(9.984369578019572e-6 / N[(N[(1.0 - z), $MachinePrecision] - -6.0), $MachinePrecision]), $MachinePrecision] + N[(1.5056327351493116e-7 / N[(N[(1.0 - z), $MachinePrecision] - -7.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(N[(12.507343278686905 / N[(-4.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-0.13857109526572012 / N[(-5.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[(771.3234287776531 / N[(-2.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-176.6150291621406 / N[(-3.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[(676.5203681218851 / N[(z + -1.0), $MachinePrecision]), $MachinePrecision] + N[(-1259.1392167224028 / N[(z - 2.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 0.9999999999998099), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[(N[Sqrt[N[(Pi * 2.0), $MachinePrecision]], $MachinePrecision] * N[(N[Power[N[(7.5 + N[(N[(1.0 - z), $MachinePrecision] + -1.0), $MachinePrecision]), $MachinePrecision], N[(N[(1.0 - z), $MachinePrecision] - 0.5), $MachinePrecision]], $MachinePrecision] * N[Exp[N[(N[(-6.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision] + -0.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(1.0 / z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\left(\left(\frac{9.984369578019572 \cdot 10^{-6}}{\left(1 - z\right) - -6} + \frac{1.5056327351493116 \cdot 10^{-7}}{\left(1 - z\right) - -7}\right) - \left(\left(\frac{12.507343278686905}{-4 + \left(z + -1\right)} + \frac{-0.13857109526572012}{-5 + \left(z + -1\right)}\right) + \left(\left(\frac{771.3234287776531}{-2 + \left(z + -1\right)} + \frac{-176.6150291621406}{-3 + \left(z + -1\right)}\right) + \left(\left(\frac{676.5203681218851}{z + -1} + \frac{-1259.1392167224028}{z - 2}\right) - 0.9999999999998099\right)\right)\right)\right) \cdot \left(\left(\sqrt{\pi \cdot 2} \cdot \left({\left(7.5 + \left(\left(1 - z\right) + -1\right)\right)}^{\left(\left(1 - z\right) - 0.5\right)} \cdot e^{\left(-6 + \left(z + -1\right)\right) + -0.5}\right)\right) \cdot \frac{1}{z}\right)
\end{array}
Initial program 95.8%
Simplified97.5%
*-un-lft-identity97.5%
--rgt-identity97.5%
+-commutative97.5%
metadata-eval97.5%
associate-+l-97.5%
+-commutative97.5%
add-exp-log97.5%
expm1-define97.5%
sub-neg97.5%
log1p-define97.5%
expm1-log1p-u97.5%
sub-neg97.5%
Applied egg-rr97.5%
*-lft-identity97.5%
+-commutative97.5%
associate-+l+97.5%
Simplified97.5%
Taylor expanded in z around 0 96.5%
Final simplification96.5%
(FPCore (z)
:precision binary64
(let* ((t_0 (+ -6.0 (+ z -1.0))))
(*
(*
(*
(sqrt (* PI 2.0))
(*
(pow (+ 7.5 (+ (- 1.0 z) -1.0)) (- (- 1.0 z) 0.5))
(exp (+ t_0 -0.5))))
(/ -1.0 z))
(-
(-
(/ 9.984369578019572e-6 t_0)
(/ 1.5056327351493116e-7 (- (- 1.0 z) -7.0)))
(+
(+
(/ 12.507343278686905 (- (- 1.0 z) -4.0))
(/ -0.13857109526572012 (- (- 1.0 z) -5.0)))
(+ (+ (* z 361.7355639412844) 47.95075976068351) 212.9540523020159))))))
double code(double z) {
double t_0 = -6.0 + (z + -1.0);
return ((sqrt((((double) M_PI) * 2.0)) * (pow((7.5 + ((1.0 - z) + -1.0)), ((1.0 - z) - 0.5)) * exp((t_0 + -0.5)))) * (-1.0 / z)) * (((9.984369578019572e-6 / t_0) - (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) - (((12.507343278686905 / ((1.0 - z) - -4.0)) + (-0.13857109526572012 / ((1.0 - z) - -5.0))) + (((z * 361.7355639412844) + 47.95075976068351) + 212.9540523020159)));
}
public static double code(double z) {
double t_0 = -6.0 + (z + -1.0);
return ((Math.sqrt((Math.PI * 2.0)) * (Math.pow((7.5 + ((1.0 - z) + -1.0)), ((1.0 - z) - 0.5)) * Math.exp((t_0 + -0.5)))) * (-1.0 / z)) * (((9.984369578019572e-6 / t_0) - (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) - (((12.507343278686905 / ((1.0 - z) - -4.0)) + (-0.13857109526572012 / ((1.0 - z) - -5.0))) + (((z * 361.7355639412844) + 47.95075976068351) + 212.9540523020159)));
}
def code(z): t_0 = -6.0 + (z + -1.0) return ((math.sqrt((math.pi * 2.0)) * (math.pow((7.5 + ((1.0 - z) + -1.0)), ((1.0 - z) - 0.5)) * math.exp((t_0 + -0.5)))) * (-1.0 / z)) * (((9.984369578019572e-6 / t_0) - (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) - (((12.507343278686905 / ((1.0 - z) - -4.0)) + (-0.13857109526572012 / ((1.0 - z) - -5.0))) + (((z * 361.7355639412844) + 47.95075976068351) + 212.9540523020159)))
function code(z) t_0 = Float64(-6.0 + Float64(z + -1.0)) return Float64(Float64(Float64(sqrt(Float64(pi * 2.0)) * Float64((Float64(7.5 + Float64(Float64(1.0 - z) + -1.0)) ^ Float64(Float64(1.0 - z) - 0.5)) * exp(Float64(t_0 + -0.5)))) * Float64(-1.0 / z)) * Float64(Float64(Float64(9.984369578019572e-6 / t_0) - Float64(1.5056327351493116e-7 / Float64(Float64(1.0 - z) - -7.0))) - Float64(Float64(Float64(12.507343278686905 / Float64(Float64(1.0 - z) - -4.0)) + Float64(-0.13857109526572012 / Float64(Float64(1.0 - z) - -5.0))) + Float64(Float64(Float64(z * 361.7355639412844) + 47.95075976068351) + 212.9540523020159)))) end
function tmp = code(z) t_0 = -6.0 + (z + -1.0); tmp = ((sqrt((pi * 2.0)) * (((7.5 + ((1.0 - z) + -1.0)) ^ ((1.0 - z) - 0.5)) * exp((t_0 + -0.5)))) * (-1.0 / z)) * (((9.984369578019572e-6 / t_0) - (1.5056327351493116e-7 / ((1.0 - z) - -7.0))) - (((12.507343278686905 / ((1.0 - z) - -4.0)) + (-0.13857109526572012 / ((1.0 - z) - -5.0))) + (((z * 361.7355639412844) + 47.95075976068351) + 212.9540523020159))); end
code[z_] := Block[{t$95$0 = N[(-6.0 + N[(z + -1.0), $MachinePrecision]), $MachinePrecision]}, N[(N[(N[(N[Sqrt[N[(Pi * 2.0), $MachinePrecision]], $MachinePrecision] * N[(N[Power[N[(7.5 + N[(N[(1.0 - z), $MachinePrecision] + -1.0), $MachinePrecision]), $MachinePrecision], N[(N[(1.0 - z), $MachinePrecision] - 0.5), $MachinePrecision]], $MachinePrecision] * N[Exp[N[(t$95$0 + -0.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-1.0 / z), $MachinePrecision]), $MachinePrecision] * N[(N[(N[(9.984369578019572e-6 / t$95$0), $MachinePrecision] - N[(1.5056327351493116e-7 / N[(N[(1.0 - z), $MachinePrecision] - -7.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(N[(12.507343278686905 / N[(N[(1.0 - z), $MachinePrecision] - -4.0), $MachinePrecision]), $MachinePrecision] + N[(-0.13857109526572012 / N[(N[(1.0 - z), $MachinePrecision] - -5.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[(z * 361.7355639412844), $MachinePrecision] + 47.95075976068351), $MachinePrecision] + 212.9540523020159), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := -6 + \left(z + -1\right)\\
\left(\left(\sqrt{\pi \cdot 2} \cdot \left({\left(7.5 + \left(\left(1 - z\right) + -1\right)\right)}^{\left(\left(1 - z\right) - 0.5\right)} \cdot e^{t\_0 + -0.5}\right)\right) \cdot \frac{-1}{z}\right) \cdot \left(\left(\frac{9.984369578019572 \cdot 10^{-6}}{t\_0} - \frac{1.5056327351493116 \cdot 10^{-7}}{\left(1 - z\right) - -7}\right) - \left(\left(\frac{12.507343278686905}{\left(1 - z\right) - -4} + \frac{-0.13857109526572012}{\left(1 - z\right) - -5}\right) + \left(\left(z \cdot 361.7355639412844 + 47.95075976068351\right) + 212.9540523020159\right)\right)\right)
\end{array}
\end{array}
Initial program 95.8%
Simplified97.5%
Taylor expanded in z around 0 96.5%
+-commutative96.5%
*-commutative96.5%
Simplified96.5%
Taylor expanded in z around 0 95.8%
Taylor expanded in z around 0 95.9%
Final simplification95.9%
(FPCore (z)
:precision binary64
(*
(*
(sqrt (* PI 2.0))
(* (pow (+ (- 1.0 z) 6.5) (+ (- 1.0 z) -0.5)) (exp (- (+ z -1.0) 6.5))))
(*
(/ 1.0 z)
(+
(+
(/ -176.6150291621406 (+ (- 1.0 z) 3.0))
(-
(/ -1259.1392167224028 (+ 1.0 (- 1.0 z)))
(-
(- (/ 676.5203681218851 (+ z -1.0)) 0.9999999999998099)
(/ 771.3234287776531 (+ 2.0 (- 1.0 z))))))
2.4783749183520145))))
double code(double z) {
return (sqrt((((double) M_PI) * 2.0)) * (pow(((1.0 - z) + 6.5), ((1.0 - z) + -0.5)) * exp(((z + -1.0) - 6.5)))) * ((1.0 / z) * (((-176.6150291621406 / ((1.0 - z) + 3.0)) + ((-1259.1392167224028 / (1.0 + (1.0 - z))) - (((676.5203681218851 / (z + -1.0)) - 0.9999999999998099) - (771.3234287776531 / (2.0 + (1.0 - z)))))) + 2.4783749183520145));
}
public static double code(double z) {
return (Math.sqrt((Math.PI * 2.0)) * (Math.pow(((1.0 - z) + 6.5), ((1.0 - z) + -0.5)) * Math.exp(((z + -1.0) - 6.5)))) * ((1.0 / z) * (((-176.6150291621406 / ((1.0 - z) + 3.0)) + ((-1259.1392167224028 / (1.0 + (1.0 - z))) - (((676.5203681218851 / (z + -1.0)) - 0.9999999999998099) - (771.3234287776531 / (2.0 + (1.0 - z)))))) + 2.4783749183520145));
}
def code(z): return (math.sqrt((math.pi * 2.0)) * (math.pow(((1.0 - z) + 6.5), ((1.0 - z) + -0.5)) * math.exp(((z + -1.0) - 6.5)))) * ((1.0 / z) * (((-176.6150291621406 / ((1.0 - z) + 3.0)) + ((-1259.1392167224028 / (1.0 + (1.0 - z))) - (((676.5203681218851 / (z + -1.0)) - 0.9999999999998099) - (771.3234287776531 / (2.0 + (1.0 - z)))))) + 2.4783749183520145))
function code(z) return Float64(Float64(sqrt(Float64(pi * 2.0)) * Float64((Float64(Float64(1.0 - z) + 6.5) ^ Float64(Float64(1.0 - z) + -0.5)) * exp(Float64(Float64(z + -1.0) - 6.5)))) * Float64(Float64(1.0 / z) * Float64(Float64(Float64(-176.6150291621406 / Float64(Float64(1.0 - z) + 3.0)) + Float64(Float64(-1259.1392167224028 / Float64(1.0 + Float64(1.0 - z))) - Float64(Float64(Float64(676.5203681218851 / Float64(z + -1.0)) - 0.9999999999998099) - Float64(771.3234287776531 / Float64(2.0 + Float64(1.0 - z)))))) + 2.4783749183520145))) end
function tmp = code(z) tmp = (sqrt((pi * 2.0)) * ((((1.0 - z) + 6.5) ^ ((1.0 - z) + -0.5)) * exp(((z + -1.0) - 6.5)))) * ((1.0 / z) * (((-176.6150291621406 / ((1.0 - z) + 3.0)) + ((-1259.1392167224028 / (1.0 + (1.0 - z))) - (((676.5203681218851 / (z + -1.0)) - 0.9999999999998099) - (771.3234287776531 / (2.0 + (1.0 - z)))))) + 2.4783749183520145)); end
code[z_] := N[(N[(N[Sqrt[N[(Pi * 2.0), $MachinePrecision]], $MachinePrecision] * N[(N[Power[N[(N[(1.0 - z), $MachinePrecision] + 6.5), $MachinePrecision], N[(N[(1.0 - z), $MachinePrecision] + -0.5), $MachinePrecision]], $MachinePrecision] * N[Exp[N[(N[(z + -1.0), $MachinePrecision] - 6.5), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[(1.0 / z), $MachinePrecision] * N[(N[(N[(-176.6150291621406 / N[(N[(1.0 - z), $MachinePrecision] + 3.0), $MachinePrecision]), $MachinePrecision] + N[(N[(-1259.1392167224028 / N[(1.0 + N[(1.0 - z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(N[(676.5203681218851 / N[(z + -1.0), $MachinePrecision]), $MachinePrecision] - 0.9999999999998099), $MachinePrecision] - N[(771.3234287776531 / N[(2.0 + N[(1.0 - z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + 2.4783749183520145), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\left(\sqrt{\pi \cdot 2} \cdot \left({\left(\left(1 - z\right) + 6.5\right)}^{\left(\left(1 - z\right) + -0.5\right)} \cdot e^{\left(z + -1\right) - 6.5}\right)\right) \cdot \left(\frac{1}{z} \cdot \left(\left(\frac{-176.6150291621406}{\left(1 - z\right) + 3} + \left(\frac{-1259.1392167224028}{1 + \left(1 - z\right)} - \left(\left(\frac{676.5203681218851}{z + -1} - 0.9999999999998099\right) - \frac{771.3234287776531}{2 + \left(1 - z\right)}\right)\right)\right) + 2.4783749183520145\right)\right)
\end{array}
Initial program 95.8%
Simplified95.4%
Taylor expanded in z around 0 94.1%
Taylor expanded in z around 0 94.0%
Final simplification94.0%
(FPCore (z) :precision binary64 (* (* (sqrt (* PI 2.0)) (* (exp -7.5) (sqrt 7.5))) (* (/ 1.0 z) 47.95075976068351)))
double code(double z) {
return (sqrt((((double) M_PI) * 2.0)) * (exp(-7.5) * sqrt(7.5))) * ((1.0 / z) * 47.95075976068351);
}
public static double code(double z) {
return (Math.sqrt((Math.PI * 2.0)) * (Math.exp(-7.5) * Math.sqrt(7.5))) * ((1.0 / z) * 47.95075976068351);
}
def code(z): return (math.sqrt((math.pi * 2.0)) * (math.exp(-7.5) * math.sqrt(7.5))) * ((1.0 / z) * 47.95075976068351)
function code(z) return Float64(Float64(sqrt(Float64(pi * 2.0)) * Float64(exp(-7.5) * sqrt(7.5))) * Float64(Float64(1.0 / z) * 47.95075976068351)) end
function tmp = code(z) tmp = (sqrt((pi * 2.0)) * (exp(-7.5) * sqrt(7.5))) * ((1.0 / z) * 47.95075976068351); end
code[z_] := N[(N[(N[Sqrt[N[(Pi * 2.0), $MachinePrecision]], $MachinePrecision] * N[(N[Exp[-7.5], $MachinePrecision] * N[Sqrt[7.5], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[(1.0 / z), $MachinePrecision] * 47.95075976068351), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\left(\sqrt{\pi \cdot 2} \cdot \left(e^{-7.5} \cdot \sqrt{7.5}\right)\right) \cdot \left(\frac{1}{z} \cdot 47.95075976068351\right)
\end{array}
Initial program 95.8%
Simplified95.5%
Taylor expanded in z around 0 93.8%
Taylor expanded in z around inf 16.5%
Taylor expanded in z around 0 16.4%
Taylor expanded in z around 0 16.4%
Final simplification16.4%
herbie shell --seed 2024058
(FPCore (z)
:name "Jmat.Real.gamma, branch z less than 0.5"
:precision binary64
:pre (<= z 0.5)
(* (/ PI (sin (* PI z))) (* (* (* (sqrt (* PI 2.0)) (pow (+ (+ (- (- 1.0 z) 1.0) 7.0) 0.5) (+ (- (- 1.0 z) 1.0) 0.5))) (exp (- (+ (+ (- (- 1.0 z) 1.0) 7.0) 0.5)))) (+ (+ (+ (+ (+ (+ (+ (+ 0.9999999999998099 (/ 676.5203681218851 (+ (- (- 1.0 z) 1.0) 1.0))) (/ -1259.1392167224028 (+ (- (- 1.0 z) 1.0) 2.0))) (/ 771.3234287776531 (+ (- (- 1.0 z) 1.0) 3.0))) (/ -176.6150291621406 (+ (- (- 1.0 z) 1.0) 4.0))) (/ 12.507343278686905 (+ (- (- 1.0 z) 1.0) 5.0))) (/ -0.13857109526572012 (+ (- (- 1.0 z) 1.0) 6.0))) (/ 9.984369578019572e-6 (+ (- (- 1.0 z) 1.0) 7.0))) (/ 1.5056327351493116e-7 (+ (- (- 1.0 z) 1.0) 8.0))))))