Average Error: 4.3 → 0.3
Time: 5.9s
Precision: binary64
\[\]
\[\]
double code(double x, double y, double z, double t) {
	return ((double) (x * ((double) (((double) (y / z)) - ((double) (t / ((double) (1.0 - z))))))));
}
double code(double x, double y, double z, double t) {
	double VAR;
	if ((((double) (((double) (y / z)) - ((double) (t / ((double) (1.0 - z)))))) <= -inf.0)) {
		VAR = ((double) (((double) (x * ((double) (((double) (y * ((double) (1.0 - z)))) - ((double) (z * t)))))) / ((double) (z * ((double) (1.0 - z))))));
	} else {
		double VAR_1;
		if ((((double) (((double) (y / z)) - ((double) (t / ((double) (1.0 - z)))))) <= -4.941620434958852e-212)) {
			VAR_1 = ((double) (((double) (((double) (y / z)) - ((double) (t / ((double) (1.0 - z)))))) * x));
		} else {
			double VAR_2;
			if ((((double) (((double) (y / z)) - ((double) (t / ((double) (1.0 - z)))))) <= 8.264297748798664e-302)) {
				VAR_2 = ((double) (((double) (x / z)) * ((double) (y + ((double) (t + ((double) (t * ((double) (1.0 / z))))))))));
			} else {
				double VAR_3;
				if ((((double) (((double) (y / z)) - ((double) (t / ((double) (1.0 - z)))))) <= 1.6972557153997851e+286)) {
					VAR_3 = ((double) (((double) (((double) (y / z)) - ((double) (t / ((double) (1.0 - z)))))) * x));
				} else {
					VAR_3 = ((double) (((double) (x * ((double) (((double) (y * ((double) (1.0 - z)))) - ((double) (z * t)))))) / ((double) (z * ((double) (1.0 - z))))));
				}
				VAR_2 = VAR_3;
			}
			VAR_1 = VAR_2;
		}
		VAR = VAR_1;
	}
	return VAR;
}

Error

Bits error versus x

Bits error versus y

Bits error versus z

Bits error versus t

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original4.3
Target3.8
Herbie0.3
\[\]

Derivation

  1. Split input into 3 regimes
  2. if (- (/ y z) (/ t (- 1.0 z))) < -inf.0 or 1.6972557153997851e286 < (- (/ y z) (/ t (- 1.0 z)))

    1. Initial program 52.0

      \[\]
    2. Using strategy rm
    3. Applied frac-sub52.3

      \[\leadsto \]
    4. Applied associate-*r/0.5

      \[\leadsto \]

    if -inf.0 < (- (/ y z) (/ t (- 1.0 z))) < -4.94162043495885169e-212 or 8.264297748798664e-302 < (- (/ y z) (/ t (- 1.0 z))) < 1.6972557153997851e286

    1. Initial program 0.2

      \[\]

    if -4.94162043495885169e-212 < (- (/ y z) (/ t (- 1.0 z))) < 8.264297748798664e-302

    1. Initial program 11.6

      \[\]
    2. Taylor expanded around inf 0.8

      \[\leadsto \]
    3. Simplified0.9

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

    \[\leadsto \]

Reproduce

herbie shell --seed 2020180 
(FPCore (x y z t)
  :name "Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, C"
  :precision binary64

  :herbie-target
  (if (< (* x (- (/ y z) (/ t (- 1.0 z)))) -7.623226303312042e-196) (* x (- (/ y z) (* t (/ 1.0 (- 1.0 z))))) (if (< (* x (- (/ y z) (/ t (- 1.0 z)))) 1.4133944927702302e-211) (+ (/ (* y x) z) (neg (/ (* t x) (- 1.0 z)))) (* x (- (/ y z) (* t (/ 1.0 (- 1.0 z)))))))

  (* x (- (/ y z) (/ t (- 1.0 z)))))