Average Error: 7.7 → 4.2
Time: 3.7s
Precision: 64
\[\frac{x \cdot y - \left(z \cdot 9\right) \cdot t}{a \cdot 2}\]
↓
\[\begin{array}{l} \mathbf{if}\;x \cdot y = -\infty:\\ \;\;\;\;\left(x \cdot 0.5\right) \cdot \frac{y}{a} - 4.5 \cdot \frac{t \cdot z}{a}\\ \mathbf{elif}\;x \cdot y \le -3.21071016327233009 \cdot 10^{-73}:\\ \;\;\;\;0.5 \cdot \frac{x \cdot y}{a} - \left(t \cdot 4.5\right) \cdot \frac{z}{a}\\ \mathbf{elif}\;x \cdot y \le 1.37889474371042372 \cdot 10^{-21}:\\ \;\;\;\;0.5 \cdot \frac{x \cdot y}{a} - 4.5 \cdot \frac{1}{\frac{a}{t \cdot z}}\\ \mathbf{elif}\;x \cdot y \le 1.93687473196227216 \cdot 10^{296}:\\ \;\;\;\;0.5 \cdot \frac{x \cdot y}{a} - 4.5 \cdot \frac{t}{\frac{a}{z}}\\ \mathbf{else}:\\ \;\;\;\;\left(x \cdot 0.5\right) \cdot \frac{y}{a} - 4.5 \cdot \frac{t \cdot z}{a}\\ \end{array}\]
\frac{x \cdot y - \left(z \cdot 9\right) \cdot t}{a \cdot 2}
↓
\begin{array}{l}
\mathbf{if}\;x \cdot y = -\infty:\\
\;\;\;\;\left(x \cdot 0.5\right) \cdot \frac{y}{a} - 4.5 \cdot \frac{t \cdot z}{a}\\

\mathbf{elif}\;x \cdot y \le -3.21071016327233009 \cdot 10^{-73}:\\
\;\;\;\;0.5 \cdot \frac{x \cdot y}{a} - \left(t \cdot 4.5\right) \cdot \frac{z}{a}\\

\mathbf{elif}\;x \cdot y \le 1.37889474371042372 \cdot 10^{-21}:\\
\;\;\;\;0.5 \cdot \frac{x \cdot y}{a} - 4.5 \cdot \frac{1}{\frac{a}{t \cdot z}}\\

\mathbf{elif}\;x \cdot y \le 1.93687473196227216 \cdot 10^{296}:\\
\;\;\;\;0.5 \cdot \frac{x \cdot y}{a} - 4.5 \cdot \frac{t}{\frac{a}{z}}\\

\mathbf{else}:\\
\;\;\;\;\left(x \cdot 0.5\right) \cdot \frac{y}{a} - 4.5 \cdot \frac{t \cdot z}{a}\\

\end{array}
double f(double x, double y, double z, double t, double a) {
        double r1555527 = x;
        double r1555528 = y;
        double r1555529 = r1555527 * r1555528;
        double r1555530 = z;
        double r1555531 = 9.0;
        double r1555532 = r1555530 * r1555531;
        double r1555533 = t;
        double r1555534 = r1555532 * r1555533;
        double r1555535 = r1555529 - r1555534;
        double r1555536 = a;
        double r1555537 = 2.0;
        double r1555538 = r1555536 * r1555537;
        double r1555539 = r1555535 / r1555538;
        return r1555539;
}
↓
double f(double x, double y, double z, double t, double a) {
        double r1555540 = x;
        double r1555541 = y;
        double r1555542 = r1555540 * r1555541;
        double r1555543 = -inf.0;
        bool r1555544 = r1555542 <= r1555543;
        double r1555545 = 0.5;
        double r1555546 = r1555540 * r1555545;
        double r1555547 = a;
        double r1555548 = r1555541 / r1555547;
        double r1555549 = r1555546 * r1555548;
        double r1555550 = 4.5;
        double r1555551 = t;
        double r1555552 = z;
        double r1555553 = r1555551 * r1555552;
        double r1555554 = r1555553 / r1555547;
        double r1555555 = r1555550 * r1555554;
        double r1555556 = r1555549 - r1555555;
        double r1555557 = -3.21071016327233e-73;
        bool r1555558 = r1555542 <= r1555557;
        double r1555559 = r1555542 / r1555547;
        double r1555560 = r1555545 * r1555559;
        double r1555561 = r1555551 * r1555550;
        double r1555562 = r1555552 / r1555547;
        double r1555563 = r1555561 * r1555562;
        double r1555564 = r1555560 - r1555563;
        double r1555565 = 1.3788947437104237e-21;
        bool r1555566 = r1555542 <= r1555565;
        double r1555567 = 1.0;
        double r1555568 = r1555547 / r1555553;
        double r1555569 = r1555567 / r1555568;
        double r1555570 = r1555550 * r1555569;
        double r1555571 = r1555560 - r1555570;
        double r1555572 = 1.936874731962272e+296;
        bool r1555573 = r1555542 <= r1555572;
        double r1555574 = r1555547 / r1555552;
        double r1555575 = r1555551 / r1555574;
        double r1555576 = r1555550 * r1555575;
        double r1555577 = r1555560 - r1555576;
        double r1555578 = r1555573 ? r1555577 : r1555556;
        double r1555579 = r1555566 ? r1555571 : r1555578;
        double r1555580 = r1555558 ? r1555564 : r1555579;
        double r1555581 = r1555544 ? r1555556 : r1555580;
        return r1555581;
}

Error

Bits error versus x

Bits error versus y

Bits error versus z

Bits error versus t

Bits error versus a

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original7.7
Target5.5
Herbie4.2
\[\begin{array}{l} \mathbf{if}\;a \lt -2.090464557976709 \cdot 10^{86}:\\ \;\;\;\;0.5 \cdot \frac{y \cdot x}{a} - 4.5 \cdot \frac{t}{\frac{a}{z}}\\ \mathbf{elif}\;a \lt 2.14403070783397609 \cdot 10^{99}:\\ \;\;\;\;\frac{x \cdot y - z \cdot \left(9 \cdot t\right)}{a \cdot 2}\\ \mathbf{else}:\\ \;\;\;\;\frac{y}{a} \cdot \left(x \cdot 0.5\right) - \frac{t}{a} \cdot \left(z \cdot 4.5\right)\\ \end{array}\]

Derivation

  1. Split input into 4 regimes

  2. if (* x y) < -inf.0 or 1.936874731962272e+296 < (* x y)

    1. Initial program 61.4

      \[\frac{x \cdot y - \left(z \cdot 9\right) \cdot t}{a \cdot 2}\]

    2. Taylor expanded around 0 61.4

      \[\leadsto \color{blue}{0.5 \cdot \frac{x \cdot y}{a} - 4.5 \cdot \frac{t \cdot z}{a}}\]
    3. Using strategy rm

    4. Applied *-un-lft-identity61.4

      \[\leadsto 0.5 \cdot \frac{x \cdot y}{\color{blue}{1 \cdot a}} - 4.5 \cdot \frac{t \cdot z}{a}\]

    5. Applied times-frac6.0

      \[\leadsto 0.5 \cdot \color{blue}{\left(\frac{x}{1} \cdot \frac{y}{a}\right)} - 4.5 \cdot \frac{t \cdot z}{a}\]

    6. Applied associate-*r*6.0

      \[\leadsto \color{blue}{\left(0.5 \cdot \frac{x}{1}\right) \cdot \frac{y}{a}} - 4.5 \cdot \frac{t \cdot z}{a}\]

    7. Simplified6.0

      \[\leadsto \color{blue}{\left(x \cdot 0.5\right)} \cdot \frac{y}{a} - 4.5 \cdot \frac{t \cdot z}{a}\]

    if -inf.0 < (* x y) < -3.21071016327233e-73

    1. Initial program 3.7

      \[\frac{x \cdot y - \left(z \cdot 9\right) \cdot t}{a \cdot 2}\]

    2. Taylor expanded around 0 3.8

      \[\leadsto \color{blue}{0.5 \cdot \frac{x \cdot y}{a} - 4.5 \cdot \frac{t \cdot z}{a}}\]
    3. Using strategy rm

    4. Applied *-un-lft-identity3.8

      \[\leadsto 0.5 \cdot \frac{x \cdot y}{a} - 4.5 \cdot \frac{t \cdot z}{\color{blue}{1 \cdot a}}\]

    5. Applied times-frac3.2

      \[\leadsto 0.5 \cdot \frac{x \cdot y}{a} - 4.5 \cdot \color{blue}{\left(\frac{t}{1} \cdot \frac{z}{a}\right)}\]

    6. Applied associate-*r*3.2

      \[\leadsto 0.5 \cdot \frac{x \cdot y}{a} - \color{blue}{\left(4.5 \cdot \frac{t}{1}\right) \cdot \frac{z}{a}}\]

    7. Simplified3.2

      \[\leadsto 0.5 \cdot \frac{x \cdot y}{a} - \color{blue}{\left(t \cdot 4.5\right)} \cdot \frac{z}{a}\]

    if -3.21071016327233e-73 < (* x y) < 1.3788947437104237e-21

    1. Initial program 4.8

      \[\frac{x \cdot y - \left(z \cdot 9\right) \cdot t}{a \cdot 2}\]

    2. Taylor expanded around 0 4.8

      \[\leadsto \color{blue}{0.5 \cdot \frac{x \cdot y}{a} - 4.5 \cdot \frac{t \cdot z}{a}}\]
    3. Using strategy rm

    4. Applied clear-num5.1

      \[\leadsto 0.5 \cdot \frac{x \cdot y}{a} - 4.5 \cdot \color{blue}{\frac{1}{\frac{a}{t \cdot z}}}\]

    if 1.3788947437104237e-21 < (* x y) < 1.936874731962272e+296

    1. Initial program 3.6

      \[\frac{x \cdot y - \left(z \cdot 9\right) \cdot t}{a \cdot 2}\]

    2. Taylor expanded around 0 3.4

      \[\leadsto \color{blue}{0.5 \cdot \frac{x \cdot y}{a} - 4.5 \cdot \frac{t \cdot z}{a}}\]
    3. Using strategy rm

    4. Applied associate-/l*2.6

      \[\leadsto 0.5 \cdot \frac{x \cdot y}{a} - 4.5 \cdot \color{blue}{\frac{t}{\frac{a}{z}}}\]
  3. Recombined 4 regimes into one program.

  4. Final simplification4.2

    \[\leadsto \begin{array}{l} \mathbf{if}\;x \cdot y = -\infty:\\ \;\;\;\;\left(x \cdot 0.5\right) \cdot \frac{y}{a} - 4.5 \cdot \frac{t \cdot z}{a}\\ \mathbf{elif}\;x \cdot y \le -3.21071016327233009 \cdot 10^{-73}:\\ \;\;\;\;0.5 \cdot \frac{x \cdot y}{a} - \left(t \cdot 4.5\right) \cdot \frac{z}{a}\\ \mathbf{elif}\;x \cdot y \le 1.37889474371042372 \cdot 10^{-21}:\\ \;\;\;\;0.5 \cdot \frac{x \cdot y}{a} - 4.5 \cdot \frac{1}{\frac{a}{t \cdot z}}\\ \mathbf{elif}\;x \cdot y \le 1.93687473196227216 \cdot 10^{296}:\\ \;\;\;\;0.5 \cdot \frac{x \cdot y}{a} - 4.5 \cdot \frac{t}{\frac{a}{z}}\\ \mathbf{else}:\\ \;\;\;\;\left(x \cdot 0.5\right) \cdot \frac{y}{a} - 4.5 \cdot \frac{t \cdot z}{a}\\ \end{array}\]

Reproduce

herbie shell --seed 2020057 
(FPCore (x y z t a)
  :name "Diagrams.Solve.Polynomial:cubForm  from diagrams-solve-0.1, I"
  :precision binary64

  :herbie-target
  (if (< a -2.090464557976709e+86) (- (* 0.5 (/ (* y x) a)) (* 4.5 (/ t (/ a z)))) (if (< a 2.144030707833976e+99) (/ (- (* x y) (* z (* 9 t))) (* a 2)) (- (* (/ y a) (* x 0.5)) (* (/ t a) (* z 4.5)))))

  (/ (- (* x y) (* (* z 9) t)) (* a 2)))