Average Error: 7.2 → 0.6
Time: 3.8s
Precision: binary64
\[\left(x \cdot y - z \cdot y\right) \cdot t\]
↓
\[\begin{array}{l} \mathbf{if}\;x \cdot y - z \cdot y \le -1.56904536481920755 \cdot 10^{266} \lor \neg \left(x \cdot y - z \cdot y \le -4.3421162850491718 \cdot 10^{-160} \lor \neg \left(x \cdot y - z \cdot y \le 0.0 \lor \neg \left(x \cdot y - z \cdot y \le 6.3309524030663589 \cdot 10^{173}\right)\right)\right):\\ \;\;\;\;y \cdot \left(\left(x - z\right) \cdot t\right)\\ \mathbf{else}:\\ \;\;\;\;\left(x \cdot y - z \cdot y\right) \cdot t\\ \end{array}\]
\left(x \cdot y - z \cdot y\right) \cdot t
↓
\begin{array}{l}
\mathbf{if}\;x \cdot y - z \cdot y \le -1.56904536481920755 \cdot 10^{266} \lor \neg \left(x \cdot y - z \cdot y \le -4.3421162850491718 \cdot 10^{-160} \lor \neg \left(x \cdot y - z \cdot y \le 0.0 \lor \neg \left(x \cdot y - z \cdot y \le 6.3309524030663589 \cdot 10^{173}\right)\right)\right):\\
\;\;\;\;y \cdot \left(\left(x - z\right) \cdot t\right)\\

\mathbf{else}:\\
\;\;\;\;\left(x \cdot y - z \cdot y\right) \cdot t\\

\end{array}
double code(double x, double y, double z, double t) {
	return ((double) (((double) (((double) (x * y)) - ((double) (z * y)))) * t));
}
↓
double code(double x, double y, double z, double t) {
	double VAR;
	if (((((double) (((double) (x * y)) - ((double) (z * y)))) <= -1.5690453648192076e+266) || !((((double) (((double) (x * y)) - ((double) (z * y)))) <= -4.342116285049172e-160) || !((((double) (((double) (x * y)) - ((double) (z * y)))) <= 0.0) || !(((double) (((double) (x * y)) - ((double) (z * y)))) <= 6.330952403066359e+173))))) {
		VAR = ((double) (y * ((double) (((double) (x - z)) * t))));
	} else {
		VAR = ((double) (((double) (((double) (x * y)) - ((double) (z * y)))) * t));
	}
	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

Original7.2
Target2.9
Herbie0.6
\[\begin{array}{l} \mathbf{if}\;t \lt -9.2318795828867769 \cdot 10^{-80}:\\ \;\;\;\;\left(y \cdot t\right) \cdot \left(x - z\right)\\ \mathbf{elif}\;t \lt 2.5430670515648771 \cdot 10^{83}:\\ \;\;\;\;y \cdot \left(t \cdot \left(x - z\right)\right)\\ \mathbf{else}:\\ \;\;\;\;\left(y \cdot \left(x - z\right)\right) \cdot t\\ \end{array}\]

Derivation

  1. Split input into 2 regimes

  2. if (- (* x y) (* z y)) < -1.56904536481920755e266 or -4.3421162850491718e-160 < (- (* x y) (* z y)) < 0.0 or 6.3309524030663589e173 < (- (* x y) (* z y))

    1. Initial program 22.8

      \[\left(x \cdot y - z \cdot y\right) \cdot t\]
    2. Using strategy rm

    3. Applied distribute-rgt-out--22.8

      \[\leadsto \color{blue}{\left(y \cdot \left(x - z\right)\right)} \cdot t\]

    4. Applied associate-*l*1.2

      \[\leadsto \color{blue}{y \cdot \left(\left(x - z\right) \cdot t\right)}\]

    if -1.56904536481920755e266 < (- (* x y) (* z y)) < -4.3421162850491718e-160 or 0.0 < (- (* x y) (* z y)) < 6.3309524030663589e173

    1. Initial program 0.4

      \[\left(x \cdot y - z \cdot y\right) \cdot t\]
  3. Recombined 2 regimes into one program.

  4. Final simplification0.6

    \[\leadsto \begin{array}{l} \mathbf{if}\;x \cdot y - z \cdot y \le -1.56904536481920755 \cdot 10^{266} \lor \neg \left(x \cdot y - z \cdot y \le -4.3421162850491718 \cdot 10^{-160} \lor \neg \left(x \cdot y - z \cdot y \le 0.0 \lor \neg \left(x \cdot y - z \cdot y \le 6.3309524030663589 \cdot 10^{173}\right)\right)\right):\\ \;\;\;\;y \cdot \left(\left(x - z\right) \cdot t\right)\\ \mathbf{else}:\\ \;\;\;\;\left(x \cdot y - z \cdot y\right) \cdot t\\ \end{array}\]

Reproduce

herbie shell --seed 2020149 
(FPCore (x y z t)
  :name "Linear.Projection:inverseInfinitePerspective from linear-1.19.1.3"
  :precision binary64

  :herbie-target
  (if (< t -9.231879582886777e-80) (* (* y t) (- x z)) (if (< t 2.543067051564877e+83) (* y (* t (- x z))) (* (* y (- x z)) t)))

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