Average Error: 6.0 → 1.2
Time: 5.6s
Precision: binary64
\[x - \frac{y \cdot \left(z - t\right)}{a}\]
↓
\[\begin{array}{l} \mathbf{if}\;y \cdot \left(z - t\right) \le -3.6915809641210017 \cdot 10^{228} \lor \neg \left(y \cdot \left(z - t\right) \le 7.9927543570318807 \cdot 10^{75}\right):\\ \;\;\;\;x + y \cdot \frac{t - z}{a}\\ \mathbf{else}:\\ \;\;\;\;x + \frac{y \cdot \left(t - z\right)}{a}\\ \end{array}\]
x - \frac{y \cdot \left(z - t\right)}{a}
↓
\begin{array}{l}
\mathbf{if}\;y \cdot \left(z - t\right) \le -3.6915809641210017 \cdot 10^{228} \lor \neg \left(y \cdot \left(z - t\right) \le 7.9927543570318807 \cdot 10^{75}\right):\\
\;\;\;\;x + y \cdot \frac{t - z}{a}\\

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

\end{array}
double code(double x, double y, double z, double t, double a) {
	return ((double) (x - ((double) (((double) (y * ((double) (z - t)))) / a))));
}
↓
double code(double x, double y, double z, double t, double a) {
	double VAR;
	if (((((double) (y * ((double) (z - t)))) <= -3.691580964121002e+228) || !(((double) (y * ((double) (z - t)))) <= 7.99275435703188e+75))) {
		VAR = ((double) (x + ((double) (y * ((double) (((double) (t - z)) / a))))));
	} else {
		VAR = ((double) (x + ((double) (((double) (y * ((double) (t - z)))) / a))));
	}
	return VAR;
}

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

Original6.0
Target0.8
Herbie1.2
\[\begin{array}{l} \mathbf{if}\;y \lt -1.07612662163899753 \cdot 10^{-10}:\\ \;\;\;\;x - \frac{1}{\frac{\frac{a}{z - t}}{y}}\\ \mathbf{elif}\;y \lt 2.8944268627920891 \cdot 10^{-49}:\\ \;\;\;\;x - \frac{y \cdot \left(z - t\right)}{a}\\ \mathbf{else}:\\ \;\;\;\;x - \frac{y}{\frac{a}{z - t}}\\ \end{array}\]

Derivation

  1. Split input into 2 regimes

  2. if (* y (- z t)) < -3.6915809641210017e228 or 7.9927543570318807e75 < (* y (- z t))

    1. Initial program 19.5

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

    2. Simplified2.9

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

    if -3.6915809641210017e228 < (* y (- z t)) < 7.9927543570318807e75

    1. Initial program 0.5

      \[x - \frac{y \cdot \left(z - t\right)}{a}\]
  3. Recombined 2 regimes into one program.

  4. Final simplification1.2

    \[\leadsto \begin{array}{l} \mathbf{if}\;y \cdot \left(z - t\right) \le -3.6915809641210017 \cdot 10^{228} \lor \neg \left(y \cdot \left(z - t\right) \le 7.9927543570318807 \cdot 10^{75}\right):\\ \;\;\;\;x + y \cdot \frac{t - z}{a}\\ \mathbf{else}:\\ \;\;\;\;x + \frac{y \cdot \left(t - z\right)}{a}\\ \end{array}\]

Reproduce

herbie shell --seed 2020184 
(FPCore (x y z t a)
  :name "Optimisation.CirclePacking:place from circle-packing-0.1.0.4, F"
  :precision binary64

  :herbie-target
  (if (< y -1.0761266216389975e-10) (- x (/ 1.0 (/ (/ a (- z t)) y))) (if (< y 2.894426862792089e-49) (- x (/ (* y (- z t)) a)) (- x (/ y (/ a (- z t))))))

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