Average Error: 1.7 → 0.7
Time: 3.0s
Precision: binary64
\[\left|\frac{x + 4}{y} - \frac{x}{y} \cdot z\right|\]
↓
\[\begin{array}{l} \mathbf{if}\;x \le -6.3586335028668337 \cdot 10^{78} \lor \neg \left(x \le 6.17940370842914209 \cdot 10^{-119}\right):\\ \;\;\;\;\left|\frac{x + 4}{y} - x \cdot \frac{z}{y}\right|\\ \mathbf{else}:\\ \;\;\;\;\left|\frac{x + \left(4 - x \cdot z\right)}{y}\right|\\ \end{array}\]
\left|\frac{x + 4}{y} - \frac{x}{y} \cdot z\right|
↓
\begin{array}{l}
\mathbf{if}\;x \le -6.3586335028668337 \cdot 10^{78} \lor \neg \left(x \le 6.17940370842914209 \cdot 10^{-119}\right):\\
\;\;\;\;\left|\frac{x + 4}{y} - x \cdot \frac{z}{y}\right|\\

\mathbf{else}:\\
\;\;\;\;\left|\frac{x + \left(4 - x \cdot z\right)}{y}\right|\\

\end{array}
double code(double x, double y, double z) {
	return ((double) fabs(((double) ((((double) (x + 4.0)) / y) - ((double) ((x / y) * z))))));
}
↓
double code(double x, double y, double z) {
	double VAR;
	if (((x <= -6.358633502866834e+78) || !(x <= 6.179403708429142e-119))) {
		VAR = ((double) fabs(((double) ((((double) (x + 4.0)) / y) - ((double) (x * (z / y)))))));
	} else {
		VAR = ((double) fabs((((double) (x + ((double) (4.0 - ((double) (x * z)))))) / y)));
	}
	return VAR;
}

Error

Bits error versus x

Bits error versus y

Bits error versus z

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Derivation

  1. Split input into 2 regimes

  2. if x < -6.3586335028668337e78 or 6.17940370842914209e-119 < x

    1. Initial program 0.6

      \[\left|\frac{x + 4}{y} - \frac{x}{y} \cdot z\right|\]

    2. Simplified1.0

      \[\leadsto \color{blue}{\left|\frac{x + 4}{y} - x \cdot \frac{z}{y}\right|}\]

    if -6.3586335028668337e78 < x < 6.17940370842914209e-119

    1. Initial program 2.5

      \[\left|\frac{x + 4}{y} - \frac{x}{y} \cdot z\right|\]
    2. Using strategy rm

    3. Applied associate-*l/0.4

      \[\leadsto \left|\frac{x + 4}{y} - \color{blue}{\frac{x \cdot z}{y}}\right|\]

    4. Applied sub-div0.4

      \[\leadsto \left|\color{blue}{\frac{\left(x + 4\right) - x \cdot z}{y}}\right|\]

    5. Simplified0.4

      \[\leadsto \left|\frac{\color{blue}{x + \left(4 - x \cdot z\right)}}{y}\right|\]
  3. Recombined 2 regimes into one program.

  4. Final simplification0.7

    \[\leadsto \begin{array}{l} \mathbf{if}\;x \le -6.3586335028668337 \cdot 10^{78} \lor \neg \left(x \le 6.17940370842914209 \cdot 10^{-119}\right):\\ \;\;\;\;\left|\frac{x + 4}{y} - x \cdot \frac{z}{y}\right|\\ \mathbf{else}:\\ \;\;\;\;\left|\frac{x + \left(4 - x \cdot z\right)}{y}\right|\\ \end{array}\]

Reproduce

herbie shell --seed 2020182 
(FPCore (x y z)
  :name "fabs fraction 1"
  :precision binary64
  (fabs (- (/ (+ x 4.0) y) (* (/ x y) z))))