Average Error: 7.9 → 0.9
Time: 15.7s
Precision: 64
\[\frac{x \cdot y - \left(z \cdot 9\right) \cdot t}{a \cdot 2}\]
↓
\[\begin{array}{l} \mathbf{if}\;x \cdot y - \left(z \cdot 9\right) \cdot t \le -1.427431772388590456353738345747557666006 \cdot 10^{270}:\\ \;\;\;\;0.5 \cdot \frac{x}{\frac{a}{y}} - 4.5 \cdot \left(t \cdot \frac{z}{a}\right)\\ \mathbf{elif}\;x \cdot y - \left(z \cdot 9\right) \cdot t \le 2.016237879537753043850615344011243625605 \cdot 10^{232}:\\ \;\;\;\;\frac{1}{a} \cdot \frac{x \cdot y - \left(z \cdot 9\right) \cdot t}{2}\\ \mathbf{else}:\\ \;\;\;\;0.5 \cdot \frac{x}{\frac{a}{y}} - \left(4.5 \cdot \frac{t}{a}\right) \cdot z\\ \end{array}\]
\frac{x \cdot y - \left(z \cdot 9\right) \cdot t}{a \cdot 2}
↓
\begin{array}{l}
\mathbf{if}\;x \cdot y - \left(z \cdot 9\right) \cdot t \le -1.427431772388590456353738345747557666006 \cdot 10^{270}:\\
\;\;\;\;0.5 \cdot \frac{x}{\frac{a}{y}} - 4.5 \cdot \left(t \cdot \frac{z}{a}\right)\\

\mathbf{elif}\;x \cdot y - \left(z \cdot 9\right) \cdot t \le 2.016237879537753043850615344011243625605 \cdot 10^{232}:\\
\;\;\;\;\frac{1}{a} \cdot \frac{x \cdot y - \left(z \cdot 9\right) \cdot t}{2}\\

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

\end{array}
double f(double x, double y, double z, double t, double a) {
        double r612231 = x;
        double r612232 = y;
        double r612233 = r612231 * r612232;
        double r612234 = z;
        double r612235 = 9.0;
        double r612236 = r612234 * r612235;
        double r612237 = t;
        double r612238 = r612236 * r612237;
        double r612239 = r612233 - r612238;
        double r612240 = a;
        double r612241 = 2.0;
        double r612242 = r612240 * r612241;
        double r612243 = r612239 / r612242;
        return r612243;
}
↓
double f(double x, double y, double z, double t, double a) {
        double r612244 = x;
        double r612245 = y;
        double r612246 = r612244 * r612245;
        double r612247 = z;
        double r612248 = 9.0;
        double r612249 = r612247 * r612248;
        double r612250 = t;
        double r612251 = r612249 * r612250;
        double r612252 = r612246 - r612251;
        double r612253 = -1.4274317723885905e+270;
        bool r612254 = r612252 <= r612253;
        double r612255 = 0.5;
        double r612256 = a;
        double r612257 = r612256 / r612245;
        double r612258 = r612244 / r612257;
        double r612259 = r612255 * r612258;
        double r612260 = 4.5;
        double r612261 = r612247 / r612256;
        double r612262 = r612250 * r612261;
        double r612263 = r612260 * r612262;
        double r612264 = r612259 - r612263;
        double r612265 = 2.016237879537753e+232;
        bool r612266 = r612252 <= r612265;
        double r612267 = 1.0;
        double r612268 = r612267 / r612256;
        double r612269 = 2.0;
        double r612270 = r612252 / r612269;
        double r612271 = r612268 * r612270;
        double r612272 = r612250 / r612256;
        double r612273 = r612260 * r612272;
        double r612274 = r612273 * r612247;
        double r612275 = r612259 - r612274;
        double r612276 = r612266 ? r612271 : r612275;
        double r612277 = r612254 ? r612264 : r612276;
        return r612277;
}

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

Original7.9
Target5.7
Herbie0.9
\[\begin{array}{l} \mathbf{if}\;a \lt -2.090464557976709043451944897028999329376 \cdot 10^{86}:\\ \;\;\;\;0.5 \cdot \frac{y \cdot x}{a} - 4.5 \cdot \frac{t}{\frac{a}{z}}\\ \mathbf{elif}\;a \lt 2.144030707833976090627817222818061808815 \cdot 10^{99}:\\ \;\;\;\;\frac{x \cdot y - z \cdot \left(9 \cdot t\right)}{a \cdot 2}\\ \mathbf{else}:\\ \;\;\;\;\frac{y}{a} \cdot \left(x \cdot 0.5\right) - \frac{t}{a} \cdot \left(z \cdot 4.5\right)\\ \end{array}\]

Derivation

  1. Split input into 3 regimes

  2. if (- (* x y) (* (* z 9.0) t)) < -1.4274317723885905e+270

    1. Initial program 46.5

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

    2. Taylor expanded around 0 46.0

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

    4. Applied associate-/l*25.0

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

    6. Applied associate-/l*0.6

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

    8. Applied div-inv0.6

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

    9. Simplified0.6

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

    if -1.4274317723885905e+270 < (- (* x y) (* (* z 9.0) t)) < 2.016237879537753e+232

    1. Initial program 0.8

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

    3. Applied *-un-lft-identity0.8

      \[\leadsto \frac{\color{blue}{1 \cdot \left(x \cdot y - \left(z \cdot 9\right) \cdot t\right)}}{a \cdot 2}\]

    4. Applied times-frac0.9

      \[\leadsto \color{blue}{\frac{1}{a} \cdot \frac{x \cdot y - \left(z \cdot 9\right) \cdot t}{2}}\]

    if 2.016237879537753e+232 < (- (* x y) (* (* z 9.0) t))

    1. Initial program 34.4

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

    2. Taylor expanded around 0 34.1

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

    4. Applied associate-/l*18.9

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

    6. Applied associate-/l*0.6

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

    8. Applied associate-/r/0.6

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

    9. Applied associate-*r*0.6

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

  4. Final simplification0.9

    \[\leadsto \begin{array}{l} \mathbf{if}\;x \cdot y - \left(z \cdot 9\right) \cdot t \le -1.427431772388590456353738345747557666006 \cdot 10^{270}:\\ \;\;\;\;0.5 \cdot \frac{x}{\frac{a}{y}} - 4.5 \cdot \left(t \cdot \frac{z}{a}\right)\\ \mathbf{elif}\;x \cdot y - \left(z \cdot 9\right) \cdot t \le 2.016237879537753043850615344011243625605 \cdot 10^{232}:\\ \;\;\;\;\frac{1}{a} \cdot \frac{x \cdot y - \left(z \cdot 9\right) \cdot t}{2}\\ \mathbf{else}:\\ \;\;\;\;0.5 \cdot \frac{x}{\frac{a}{y}} - \left(4.5 \cdot \frac{t}{a}\right) \cdot z\\ \end{array}\]

Reproduce

herbie shell --seed 2019325 
(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)))