Average Error: 43.4 → 0.7
Time: 54.0s
Precision: 64
\[\left(0.5 \cdot \sin re\right) \cdot \left(e^{-im} - e^{im}\right)\]
\[\left(0.5 \cdot \sin re\right) \cdot (\left({im}^{5}\right) \cdot \frac{-1}{60} + \left(\frac{\left(\left(im \cdot \left(im \cdot \frac{-1}{3}\right)\right) \cdot \left(im \cdot \left(im \cdot \frac{-1}{3}\right)\right) - 4\right) \cdot im}{2 + im \cdot \left(im \cdot \frac{-1}{3}\right)}\right))_*\]
double f(double re, double im) {
        double r50745610 = 0.5;
        double r50745611 = re;
        double r50745612 = sin(r50745611);
        double r50745613 = r50745610 * r50745612;
        double r50745614 = im;
        double r50745615 = -r50745614;
        double r50745616 = exp(r50745615);
        double r50745617 = exp(r50745614);
        double r50745618 = r50745616 - r50745617;
        double r50745619 = r50745613 * r50745618;
        return r50745619;
}

double f(double re, double im) {
        double r50745620 = 0.5;
        double r50745621 = re;
        double r50745622 = sin(r50745621);
        double r50745623 = r50745620 * r50745622;
        double r50745624 = im;
        double r50745625 = 5.0;
        double r50745626 = pow(r50745624, r50745625);
        double r50745627 = -0.016666666666666666;
        double r50745628 = -0.3333333333333333;
        double r50745629 = r50745624 * r50745628;
        double r50745630 = r50745624 * r50745629;
        double r50745631 = r50745630 * r50745630;
        double r50745632 = 4.0;
        double r50745633 = r50745631 - r50745632;
        double r50745634 = r50745633 * r50745624;
        double r50745635 = 2.0;
        double r50745636 = r50745635 + r50745630;
        double r50745637 = r50745634 / r50745636;
        double r50745638 = fma(r50745626, r50745627, r50745637);
        double r50745639 = r50745623 * r50745638;
        return r50745639;
}

\left(0.5 \cdot \sin re\right) \cdot \left(e^{-im} - e^{im}\right)
\left(0.5 \cdot \sin re\right) \cdot (\left({im}^{5}\right) \cdot \frac{-1}{60} + \left(\frac{\left(\left(im \cdot \left(im \cdot \frac{-1}{3}\right)\right) \cdot \left(im \cdot \left(im \cdot \frac{-1}{3}\right)\right) - 4\right) \cdot im}{2 + im \cdot \left(im \cdot \frac{-1}{3}\right)}\right))_*

Error

Bits error versus re

Bits error versus im

Target

Original43.4
Target0.3
Herbie0.7
\[\begin{array}{l} \mathbf{if}\;\left|im\right| \lt 1:\\ \;\;\;\;-\sin re \cdot \left(\left(im + \left(\left(\frac{1}{6} \cdot im\right) \cdot im\right) \cdot im\right) + \left(\left(\left(\left(\frac{1}{120} \cdot im\right) \cdot im\right) \cdot im\right) \cdot im\right) \cdot im\right)\\ \mathbf{else}:\\ \;\;\;\;\left(0.5 \cdot \sin re\right) \cdot \left(e^{-im} - e^{im}\right)\\ \end{array}\]

Derivation

  1. Initial program 43.4

    \[\left(0.5 \cdot \sin re\right) \cdot \left(e^{-im} - e^{im}\right)\]
  2. Taylor expanded around 0 0.7

    \[\leadsto \left(0.5 \cdot \sin re\right) \cdot \color{blue}{\left(-\left(\frac{1}{3} \cdot {im}^{3} + \left(\frac{1}{60} \cdot {im}^{5} + 2 \cdot im\right)\right)\right)}\]
  3. Simplified0.7

    \[\leadsto \left(0.5 \cdot \sin re\right) \cdot \color{blue}{(\left({im}^{5}\right) \cdot \frac{-1}{60} + \left(im \cdot \left(\left(im \cdot \frac{-1}{3}\right) \cdot im - 2\right)\right))_*}\]
  4. Using strategy rm
  5. Applied flip--0.7

    \[\leadsto \left(0.5 \cdot \sin re\right) \cdot (\left({im}^{5}\right) \cdot \frac{-1}{60} + \left(im \cdot \color{blue}{\frac{\left(\left(im \cdot \frac{-1}{3}\right) \cdot im\right) \cdot \left(\left(im \cdot \frac{-1}{3}\right) \cdot im\right) - 2 \cdot 2}{\left(im \cdot \frac{-1}{3}\right) \cdot im + 2}}\right))_*\]
  6. Applied associate-*r/0.7

    \[\leadsto \left(0.5 \cdot \sin re\right) \cdot (\left({im}^{5}\right) \cdot \frac{-1}{60} + \color{blue}{\left(\frac{im \cdot \left(\left(\left(im \cdot \frac{-1}{3}\right) \cdot im\right) \cdot \left(\left(im \cdot \frac{-1}{3}\right) \cdot im\right) - 2 \cdot 2\right)}{\left(im \cdot \frac{-1}{3}\right) \cdot im + 2}\right)})_*\]
  7. Final simplification0.7

    \[\leadsto \left(0.5 \cdot \sin re\right) \cdot (\left({im}^{5}\right) \cdot \frac{-1}{60} + \left(\frac{\left(\left(im \cdot \left(im \cdot \frac{-1}{3}\right)\right) \cdot \left(im \cdot \left(im \cdot \frac{-1}{3}\right)\right) - 4\right) \cdot im}{2 + im \cdot \left(im \cdot \frac{-1}{3}\right)}\right))_*\]

Reproduce

herbie shell --seed 2019102 +o rules:numerics
(FPCore (re im)
  :name "math.cos on complex, imaginary part"

  :herbie-target
  (if (< (fabs im) 1) (- (* (sin re) (+ (+ im (* (* (* 1/6 im) im) im)) (* (* (* (* (* 1/120 im) im) im) im) im)))) (* (* 0.5 (sin re)) (- (exp (- im)) (exp im))))

  (* (* 0.5 (sin re)) (- (exp (- im)) (exp im))))