Average Error: 24.8 → 5.9
Time: 8.6s
Precision: binary64
\[\]
\[\]
double code(double x, double y, double z, double t, double a) {
	return ((double) (((double) (((double) (x * y)) * z)) / ((double) sqrt(((double) (((double) (z * z)) - ((double) (t * a))))))));
}
double code(double x, double y, double z, double t, double a) {
	double VAR;
	if ((z <= -5.6870881823594304e+119)) {
		VAR = ((double) (x * ((double) (y * ((double) (z / ((double) (((double) (0.5 * ((double) (t * ((double) (a / z)))))) - z))))))));
	} else {
		double VAR_1;
		if ((z <= 7.70148341111315e+97)) {
			VAR_1 = ((double) (x * ((double) (((double) (y * ((double) (((double) cbrt(z)) * ((double) (((double) cbrt(z)) / ((double) (((double) cbrt(((double) sqrt(((double) (((double) (z * z)) - ((double) (t * a)))))))) * ((double) cbrt(((double) sqrt(((double) (((double) (z * z)) - ((double) (t * a)))))))))))))))) * ((double) (((double) cbrt(z)) / ((double) cbrt(((double) sqrt(((double) (((double) (z * z)) - ((double) (t * a))))))))))))));
		} else {
			VAR_1 = ((double) (x * ((double) (y * ((double) (z / ((double) (z - ((double) (0.5 * ((double) (t * ((double) (a / z))))))))))))));
		}
		VAR = VAR_1;
	}
	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

Original24.8
Target8.1
Herbie5.9
\[\]

Derivation

  1. Split input into 3 regimes
  2. if z < -5.6870881823594304e119

    1. Initial program 46.0

      \[\]
    2. Simplified44.0

      \[\leadsto \]
    3. Taylor expanded around -inf 6.0

      \[\leadsto \]
    4. Simplified2.1

      \[\leadsto \]

    if -5.6870881823594304e119 < z < 7.70148341111314962e97

    1. Initial program 11.2

      \[\]
    2. Simplified8.8

      \[\leadsto \]
    3. Using strategy rm
    4. Applied add-cube-cbrt9.5

      \[\leadsto \]
    5. Applied add-cube-cbrt9.1

      \[\leadsto \]
    6. Applied times-frac9.1

      \[\leadsto \]
    7. Applied associate-*r*8.3

      \[\leadsto \]
    8. Simplified8.4

      \[\leadsto \]

    if 7.70148341111314962e97 < z

    1. Initial program 44.3

      \[\]
    2. Simplified41.9

      \[\leadsto \]
    3. Taylor expanded around inf 5.6

      \[\leadsto \]
    4. Simplified2.2

      \[\leadsto \]
  3. Recombined 3 regimes into one program.
  4. Final simplification5.9

    \[\leadsto \]

Reproduce

herbie shell --seed 2020180 
(FPCore (x y z t a)
  :name "Statistics.Math.RootFinding:ridders from math-functions-0.1.5.2"
  :precision binary64

  :herbie-target
  (if (< z -3.1921305903852764e+46) (neg (* y x)) (if (< z 5.976268120920894e+90) (/ (* x z) (/ (sqrt (- (* z z) (* a t))) y)) (* y x)))

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