Average Error: 6.0 → 0.4
Time: 5.3s
Precision: binary64
\[\]
\[\]
double code(double x, double y, double z) {
	return ((double) (((double) (((double) (((double) (((double) (x - 0.5)) * ((double) log(x)))) - x)) + 0.91893853320467)) + ((double) (((double) (((double) (((double) (((double) (((double) (y + 0.0007936500793651)) * z)) - 0.0027777777777778)) * z)) + 0.083333333333333)) / x))));
}
double code(double x, double y, double z) {
	double VAR;
	if ((x <= 477006.7565026866)) {
		VAR = ((double) (((double) (((double) (x - 0.5)) * ((double) log(((double) sqrt(x)))))) + ((double) (((double) (((double) (((double) (z * ((double) (((double) (z * ((double) (y + 0.0007936500793651)))) - 0.0027777777777778)))) + 0.083333333333333)) / x)) + ((double) (((double) (((double) (x - 0.5)) * ((double) log(((double) sqrt(x)))))) + ((double) (0.91893853320467 - x))))))));
	} else {
		VAR = ((double) (((double) (((double) (x - 0.5)) * ((double) log(((double) (((double) cbrt(x)) * ((double) cbrt(x)))))))) + ((double) (((double) (((double) (((double) (y + 0.0007936500793651)) * ((double) (z * ((double) (z / x)))))) - ((double) (0.0027777777777778 * ((double) (z / x)))))) + ((double) (((double) (0.91893853320467 - x)) + ((double) (((double) (x - 0.5)) * ((double) log(((double) cbrt(x))))))))))));
	}
	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

Target

Original6.0
Target1.2
Herbie0.4
\[\]

Derivation

  1. Split input into 2 regimes
  2. if x < 477006.756502686592

    1. Initial program 0.1

      \[\]
    2. Simplified0.1

      \[\leadsto \]
    3. Using strategy rm
    4. Applied add-sqr-sqrt0.1

      \[\leadsto \]
    5. Applied log-prod0.1

      \[\leadsto \]
    6. Applied distribute-lft-in0.1

      \[\leadsto \]
    7. Applied associate-+l+0.1

      \[\leadsto \]
    8. Simplified0.1

      \[\leadsto \]

    if 477006.756502686592 < x

    1. Initial program 10.0

      \[\]
    2. Simplified10.0

      \[\leadsto \]
    3. Using strategy rm
    4. Applied add-cube-cbrt10.0

      \[\leadsto \]
    5. Applied log-prod10.0

      \[\leadsto \]
    6. Applied distribute-lft-in10.0

      \[\leadsto \]
    7. Applied associate-+l+10.0

      \[\leadsto \]
    8. Simplified10.0

      \[\leadsto \]
    9. Taylor expanded around inf 10.1

      \[\leadsto \]
    10. Simplified0.5

      \[\leadsto \]
  3. Recombined 2 regimes into one program.
  4. Final simplification0.4

    \[\leadsto \]

Reproduce

herbie shell --seed 2020190 
(FPCore (x y z)
  :name "Numeric.SpecFunctions:$slogFactorial from math-functions-0.1.5.2, B"
  :precision binary64

  :herbie-target
  (+ (+ (+ (* (- x 0.5) (log x)) (- 0.91893853320467 x)) (/ 0.083333333333333 x)) (* (/ z x) (- (* z (+ y 0.0007936500793651)) 0.0027777777777778)))

  (+ (+ (- (* (- x 0.5) (log x)) x) 0.91893853320467) (/ (+ (* (- (* (+ y 0.0007936500793651) z) 0.0027777777777778) z) 0.083333333333333) x)))