Average Error: 15.3 → 9.8
Time: 9.0s
Precision: binary64
\[\]
\[\]
double code(double x, double y, double z, double t, double a) {
	return ((double) (x + ((double) (((double) (y - z)) * ((double) (((double) (t - x)) / ((double) (a - z))))))));
}
double code(double x, double y, double z, double t, double a) {
	double VAR;
	if ((a <= -2.0863673875242188e-71)) {
		VAR = ((double) (x + ((double) (((double) (t - x)) / ((double) (((double) (a - z)) / ((double) (y - z))))))));
	} else {
		double VAR_1;
		if ((a <= 1.8196327346072498e-125)) {
			VAR_1 = ((double) (t + ((double) (((double) (y / z)) * ((double) (x - t))))));
		} else {
			VAR_1 = ((double) (x + ((double) (((double) (((double) (y - z)) / ((double) (((double) cbrt(((double) (a - z)))) * ((double) cbrt(((double) (a - z)))))))) * ((double) (((double) (t - x)) / ((double) cbrt(((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

Derivation

  1. Split input into 3 regimes
  2. if a < -2.0863673875242188e-71

    1. Initial program 10.3

      \[\]
    2. Using strategy rm
    3. Applied add-cube-cbrt10.7

      \[\leadsto \]
    4. Applied *-un-lft-identity10.7

      \[\leadsto \]
    5. Applied times-frac10.7

      \[\leadsto \]
    6. Applied associate-*r*8.8

      \[\leadsto \]
    7. Simplified8.8

      \[\leadsto \]
    8. Using strategy rm
    9. Applied pow18.8

      \[\leadsto \]
    10. Applied pow18.8

      \[\leadsto \]
    11. Applied pow-prod-down8.8

      \[\leadsto \]
    12. Simplified8.3

      \[\leadsto \]
    13. Using strategy rm
    14. Applied clear-num8.4

      \[\leadsto \]
    15. Using strategy rm
    16. Applied associate-*l/8.3

      \[\leadsto \]
    17. Simplified8.3

      \[\leadsto \]

    if -2.0863673875242188e-71 < a < 1.81963273460724978e-125

    1. Initial program 24.8

      \[\]
    2. Taylor expanded around inf 15.8

      \[\leadsto \]
    3. Simplified11.5

      \[\leadsto \]

    if 1.81963273460724978e-125 < a

    1. Initial program 11.4

      \[\]
    2. Using strategy rm
    3. Applied add-cube-cbrt11.9

      \[\leadsto \]
    4. Applied *-un-lft-identity11.9

      \[\leadsto \]
    5. Applied times-frac11.9

      \[\leadsto \]
    6. Applied associate-*r*9.7

      \[\leadsto \]
    7. Simplified9.7

      \[\leadsto \]
  3. Recombined 3 regimes into one program.
  4. Final simplification9.8

    \[\leadsto \]

Reproduce

herbie shell --seed 2020179 
(FPCore (x y z t a)
  :name "Numeric.Signal:interpolate   from hsignal-0.2.7.1"
  :precision binary64
  (+ x (* (- y z) (/ (- t x) (- a z)))))