Average Error: 0.3 → 0.2
Time: 1.7s
Precision: 64
\[\left(\left(x \cdot 3\right) \cdot y\right) \cdot y\]
↓
\[\left(3 \cdot y\right) \cdot \left(x \cdot y\right)\]
\left(\left(x \cdot 3\right) \cdot y\right) \cdot y
↓
\left(3 \cdot y\right) \cdot \left(x \cdot y\right)
double code(double x, double y) {
	return (((x * 3.0) * y) * y);
}
↓
double code(double x, double y) {
	return ((3.0 * y) * (x * y));
}

Error

Bits error versus x

Bits error versus y

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original0.3
Target0.2
Herbie0.2
\[\left(x \cdot \left(3 \cdot y\right)\right) \cdot y\]

Derivation

  1. Initial program 0.3

    \[\left(\left(x \cdot 3\right) \cdot y\right) \cdot y\]
  2. Using strategy rm

  3. Applied *-commutative0.3

    \[\leadsto \left(\color{blue}{\left(3 \cdot x\right)} \cdot y\right) \cdot y\]

  4. Applied associate-*l*0.2

    \[\leadsto \color{blue}{\left(3 \cdot \left(x \cdot y\right)\right)} \cdot y\]
  5. Using strategy rm

  6. Applied *-commutative0.2

    \[\leadsto \left(3 \cdot \color{blue}{\left(y \cdot x\right)}\right) \cdot y\]

  7. Applied associate-*r*0.2

    \[\leadsto \color{blue}{\left(\left(3 \cdot y\right) \cdot x\right)} \cdot y\]

  8. Applied associate-*l*0.2

    \[\leadsto \color{blue}{\left(3 \cdot y\right) \cdot \left(x \cdot y\right)}\]

  9. Final simplification0.2

    \[\leadsto \left(3 \cdot y\right) \cdot \left(x \cdot y\right)\]

Reproduce

herbie shell --seed 2020066 +o rules:numerics
(FPCore (x y)
  :name "Diagrams.Segment:$catParam from diagrams-lib-1.3.0.3, B"
  :precision binary64

  :herbie-target
  (* (* x (* 3 y)) y)

  (* (* (* x 3) y) y))