Average Error: 24.8 → 6.2
Time: 6.4s
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 <= -1.2687202986189205e+154)) {
		VAR = ((double) (((double) (x * y)) * ((double) (1.0 / ((double) (((double) (((double) (0.5 * ((double) (t * ((double) (a / z)))))) - z)) / z))))));
	} else {
		double VAR_1;
		if ((z <= 1.1766069837345114e+141)) {
			VAR_1 = ((double) (((double) (x * y)) * ((double) (z / ((double) sqrt(((double) (((double) (z * z)) - ((double) (t * a))))))))));
		} else {
			VAR_1 = ((double) (x * y));
		}
		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
Target7.6
Herbie6.2
\[\]

Derivation

  1. Split input into 3 regimes
  2. if z < -1.2687202986189205e154

    1. Initial program 53.9

      \[\]
    2. Simplified53.5

      \[\leadsto \]
    3. Using strategy rm
    4. Applied associate-*r*53.5

      \[\leadsto \]
    5. Using strategy rm
    6. Applied clear-num53.5

      \[\leadsto \]
    7. Taylor expanded around -inf 5.9

      \[\leadsto \]
    8. Simplified1.5

      \[\leadsto \]

    if -1.2687202986189205e154 < z < 1.1766069837345114e141

    1. Initial program 10.9

      \[\]
    2. Simplified8.6

      \[\leadsto \]
    3. Using strategy rm
    4. Applied associate-*r*8.6

      \[\leadsto \]

    if 1.1766069837345114e141 < z

    1. Initial program 50.7

      \[\]
    2. Simplified49.5

      \[\leadsto \]
    3. Taylor expanded around inf 1.5

      \[\leadsto \]
  3. Recombined 3 regimes into one program.
  4. Final simplification6.2

    \[\leadsto \]

Reproduce

herbie shell --seed 2020192 
(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)))))