Average Error: 3.8 → 3.5
Time: 18.6s
Precision: binary64
\[\]
\[\]
double code(double x, double y, double z, double t, double a, double b, double c) {
	return ((double) (x / ((double) (x + ((double) (y * ((double) exp(((double) (2.0 * ((double) (((double) (((double) (z * ((double) sqrt(((double) (t + a)))))) / t)) - ((double) (((double) (b - c)) * ((double) (((double) (a + ((double) (5.0 / 6.0)))) - ((double) (2.0 / ((double) (t * 3.0))))))))))))))))))));
}
double code(double x, double y, double z, double t, double a, double b, double c) {
	double VAR;
	if (((t <= -1.9720158333783228e-13) || !(t <= 1.0591402684185584e-105))) {
		VAR = ((double) (x / ((double) (x + ((double) (y * ((double) pow(((double) exp(2.0)), ((double) (((double) (z * ((double) (((double) sqrt(((double) (t + a)))) / t)))) + ((double) (((double) (b - c)) * ((double) (((double) (2.0 / ((double) (t * 3.0)))) - ((double) (a + ((double) (5.0 / 6.0))))))))))))))))));
	} else {
		VAR = ((double) (x / ((double) (x + ((double) (y * ((double) pow(((double) exp(2.0)), ((double) (((double) (((double) (z * ((double) (((double) sqrt(((double) (t + a)))) * ((double) (t * ((double) (3.0 * ((double) (a - ((double) (5.0 / 6.0)))))))))))) + ((double) (t * ((double) (((double) (b - c)) * ((double) (((double) (2.0 * ((double) (a - ((double) (5.0 / 6.0)))))) + ((double) (t * ((double) (3.0 * ((double) (((double) (((double) (5.0 / 6.0)) * ((double) (5.0 / 6.0)))) - ((double) (a * a)))))))))))))))) / ((double) (t * ((double) (t * ((double) (3.0 * ((double) (a - ((double) (5.0 / 6.0))))))))))))))))))));
	}
	return VAR;
}

Error

Bits error versus x

Bits error versus y

Bits error versus z

Bits error versus t

Bits error versus a

Bits error versus b

Bits error versus c

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original3.8
Target2.8
Herbie3.5
\[\]

Derivation

  1. Split input into 2 regimes
  2. if t < -1.97201583337832277e-13 or 1.0591402684185584e-105 < t

    1. Initial program 2.4

      \[\]
    2. Simplified0.5

      \[\leadsto \]

    if -1.97201583337832277e-13 < t < 1.0591402684185584e-105

    1. Initial program 6.1

      \[\]
    2. Simplified7.9

      \[\leadsto \]
    3. Using strategy rm
    4. Applied flip-+11.0

      \[\leadsto \]
    5. Applied frac-sub11.0

      \[\leadsto \]
    6. Applied associate-*r/11.0

      \[\leadsto \]
    7. Applied associate-*r/9.5

      \[\leadsto \]
    8. Applied frac-add7.3

      \[\leadsto \]
    9. Simplified8.5

      \[\leadsto \]
    10. Simplified8.6

      \[\leadsto \]
  3. Recombined 2 regimes into one program.
  4. Final simplification3.5

    \[\leadsto \]

Reproduce

herbie shell --seed 2020192 
(FPCore (x y z t a b c)
  :name "Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, I"
  :precision binary64

  :herbie-target
  (if (< t -2.118326644891581e-50) (/ x (+ x (* y (exp (* 2.0 (- (+ (* a c) (* 0.8333333333333334 c)) (* a b))))))) (if (< t 5.196588770651547e-123) (/ x (+ x (* y (exp (* 2.0 (/ (- (* (* z (sqrt (+ t a))) (* (* 3.0 t) (- a (/ 5.0 6.0)))) (* (- (* (+ (/ 5.0 6.0) a) (* 3.0 t)) 2.0) (* (- a (/ 5.0 6.0)) (* (- b c) t)))) (* (* (* t t) 3.0) (- a (/ 5.0 6.0))))))))) (/ x (+ x (* y (exp (* 2.0 (- (/ (* z (sqrt (+ t a))) t) (* (- b c) (- (+ a (/ 5.0 6.0)) (/ 2.0 (* t 3.0))))))))))))

  (/ x (+ x (* y (exp (* 2.0 (- (/ (* z (sqrt (+ t a))) t) (* (- b c) (- (+ a (/ 5.0 6.0)) (/ 2.0 (* t 3.0)))))))))))