Average Error: 8.1 → 0.1
Time: 5.4s
Precision: 64
\[\frac{x \cdot y}{y + 1}\]
↓
\[\frac{x}{\frac{1 + y}{y}}\]
\frac{x \cdot y}{y + 1}
↓
\frac{x}{\frac{1 + y}{y}}
double f(double x, double y) {
        double r518789 = x;
        double r518790 = y;
        double r518791 = r518789 * r518790;
        double r518792 = 1.0;
        double r518793 = r518790 + r518792;
        double r518794 = r518791 / r518793;
        return r518794;
}
↓
double f(double x, double y) {
        double r518795 = x;
        double r518796 = 1.0;
        double r518797 = y;
        double r518798 = r518796 + r518797;
        double r518799 = r518798 / r518797;
        double r518800 = r518795 / r518799;
        return r518800;
}

Error

Bits error versus x

Bits error versus y

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original8.1
Target0.0
Herbie0.1
\[\begin{array}{l} \mathbf{if}\;y \lt -3693.848278829724677052581682801246643066:\\ \;\;\;\;\frac{x}{y \cdot y} - \left(\frac{x}{y} - x\right)\\ \mathbf{elif}\;y \lt 6799310503.41891002655029296875:\\ \;\;\;\;\frac{x \cdot y}{y + 1}\\ \mathbf{else}:\\ \;\;\;\;\frac{x}{y \cdot y} - \left(\frac{x}{y} - x\right)\\ \end{array}\]

Derivation

  1. Initial program 8.1

    \[\frac{x \cdot y}{y + 1}\]
  2. Using strategy rm

  3. Applied associate-/l*0.1

    \[\leadsto \color{blue}{\frac{x}{\frac{y + 1}{y}}}\]

  4. Simplified0.1

    \[\leadsto \frac{x}{\color{blue}{\frac{1 + y}{y}}}\]

  5. Final simplification0.1

    \[\leadsto \frac{x}{\frac{1 + y}{y}}\]

Reproduce

herbie shell --seed 2019196 
(FPCore (x y)
  :name "Diagrams.Trail:splitAtParam  from diagrams-lib-1.3.0.3, B"

  :herbie-target
  (if (< y -3693.8482788297247) (- (/ x (* y y)) (- (/ x y) x)) (if (< y 6799310503.41891) (/ (* x y) (+ y 1.0)) (- (/ x (* y y)) (- (/ x y) x))))

  (/ (* x y) (+ y 1.0)))