\frac{\frac{\left(\left(2 \cdot \left({b}^{2} - {a}^{2}\right)\right) \cdot \sin \left(\frac{angle}{180} \cdot \pi\right)\right) \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)}{x-scale}}{y-scale} \cdot \frac{\frac{\left(\left(2 \cdot \left({b}^{2} - {a}^{2}\right)\right) \cdot \sin \left(\frac{angle}{180} \cdot \pi\right)\right) \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)}{x-scale}}{y-scale} - \left(4 \cdot \frac{\frac{{\left(a \cdot \sin \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2}}{x-scale}}{x-scale}\right) \cdot \frac{\frac{{\left(a \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} + {\left(b \cdot \sin \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2}}{y-scale}}{y-scale}
\begin{array}{l}
\mathbf{if}\;y-scale \leq -9.12871874556112 \cdot 10^{+89}:\\
\;\;\;\;0\\
\mathbf{else}:\\
\;\;\;\;\begin{array}{l}
t_0 := 0.005555555555555556 \cdot \left(angle \cdot \pi\right)\\
t_1 := \cos t_0\\
t_2 := \sin t_0\\
t_3 := x-scale \cdot \left(x-scale \cdot \left(y-scale \cdot y-scale\right)\right)\\
t_4 := \left(b \cdot b\right) \cdot {t_1}^{4}\\
t_5 := \left(b \cdot b\right) \cdot {t_2}^{4}\\
t_6 := \left(y-scale \cdot y-scale\right) \cdot \left(x-scale \cdot x-scale\right)\\
t_7 := 8 \cdot \frac{{t_1}^{2} \cdot \left(\left(b \cdot b\right) \cdot {t_2}^{2}\right)}{t_6}\\
\mathbf{if}\;y-scale \leq -1.237292559824199 \cdot 10^{-158}:\\
\;\;\;\;-a \cdot \left(a \cdot \mathsf{fma}\left(4, \frac{t_5}{t_3}, \mathsf{fma}\left(4, \frac{t_4}{t_6}, t_7\right)\right)\right)\\
\mathbf{elif}\;y-scale \leq 9.824635314031865 \cdot 10^{-141}:\\
\;\;\;\;0\\
\mathbf{elif}\;y-scale \leq 5.203650444120184 \cdot 10^{+68}:\\
\;\;\;\;-a \cdot \left(a \cdot \mathsf{fma}\left(4, \frac{t_5}{t_6}, \mathsf{fma}\left(4, \frac{t_4}{t_3}, t_7\right)\right)\right)\\
\mathbf{else}:\\
\;\;\;\;0\\
\end{array}\\
\end{array}
(FPCore (a b angle x-scale y-scale)
:precision binary64
(-
(*
(/
(/
(*
(* (* 2.0 (- (pow b 2.0) (pow a 2.0))) (sin (* (/ angle 180.0) PI)))
(cos (* (/ angle 180.0) PI)))
x-scale)
y-scale)
(/
(/
(*
(* (* 2.0 (- (pow b 2.0) (pow a 2.0))) (sin (* (/ angle 180.0) PI)))
(cos (* (/ angle 180.0) PI)))
x-scale)
y-scale))
(*
(*
4.0
(/
(/
(+
(pow (* a (sin (* (/ angle 180.0) PI))) 2.0)
(pow (* b (cos (* (/ angle 180.0) PI))) 2.0))
x-scale)
x-scale))
(/
(/
(+
(pow (* a (cos (* (/ angle 180.0) PI))) 2.0)
(pow (* b (sin (* (/ angle 180.0) PI))) 2.0))
y-scale)
y-scale))))(FPCore (a b angle x-scale y-scale)
:precision binary64
(if (<= y-scale -9.12871874556112e+89)
0.0
(let* ((t_0 (* 0.005555555555555556 (* angle PI)))
(t_1 (cos t_0))
(t_2 (sin t_0))
(t_3 (* x-scale (* x-scale (* y-scale y-scale))))
(t_4 (* (* b b) (pow t_1 4.0)))
(t_5 (* (* b b) (pow t_2 4.0)))
(t_6 (* (* y-scale y-scale) (* x-scale x-scale)))
(t_7 (* 8.0 (/ (* (pow t_1 2.0) (* (* b b) (pow t_2 2.0))) t_6))))
(if (<= y-scale -1.237292559824199e-158)
(- (* a (* a (fma 4.0 (/ t_5 t_3) (fma 4.0 (/ t_4 t_6) t_7)))))
(if (<= y-scale 9.824635314031865e-141)
0.0
(if (<= y-scale 5.203650444120184e+68)
(- (* a (* a (fma 4.0 (/ t_5 t_6) (fma 4.0 (/ t_4 t_3) t_7)))))
0.0))))))double code(double a, double b, double angle, double x_45_scale, double y_45_scale) {
return ((((((2.0 * (pow(b, 2.0) - pow(a, 2.0))) * sin((angle / 180.0) * ((double) M_PI))) * cos((angle / 180.0) * ((double) M_PI))) / x_45_scale) / y_45_scale) * (((((2.0 * (pow(b, 2.0) - pow(a, 2.0))) * sin((angle / 180.0) * ((double) M_PI))) * cos((angle / 180.0) * ((double) M_PI))) / x_45_scale) / y_45_scale)) - ((4.0 * (((pow((a * sin((angle / 180.0) * ((double) M_PI))), 2.0) + pow((b * cos((angle / 180.0) * ((double) M_PI))), 2.0)) / x_45_scale) / x_45_scale)) * (((pow((a * cos((angle / 180.0) * ((double) M_PI))), 2.0) + pow((b * sin((angle / 180.0) * ((double) M_PI))), 2.0)) / y_45_scale) / y_45_scale));
}
double code(double a, double b, double angle, double x_45_scale, double y_45_scale) {
double tmp;
if (y_45_scale <= -9.12871874556112e+89) {
tmp = 0.0;
} else {
double t_0 = 0.005555555555555556 * (angle * ((double) M_PI));
double t_1 = cos(t_0);
double t_2 = sin(t_0);
double t_3 = x_45_scale * (x_45_scale * (y_45_scale * y_45_scale));
double t_4 = (b * b) * pow(t_1, 4.0);
double t_5 = (b * b) * pow(t_2, 4.0);
double t_6 = (y_45_scale * y_45_scale) * (x_45_scale * x_45_scale);
double t_7 = 8.0 * ((pow(t_1, 2.0) * ((b * b) * pow(t_2, 2.0))) / t_6);
double tmp_1;
if (y_45_scale <= -1.237292559824199e-158) {
tmp_1 = -(a * (a * fma(4.0, (t_5 / t_3), fma(4.0, (t_4 / t_6), t_7))));
} else if (y_45_scale <= 9.824635314031865e-141) {
tmp_1 = 0.0;
} else if (y_45_scale <= 5.203650444120184e+68) {
tmp_1 = -(a * (a * fma(4.0, (t_5 / t_6), fma(4.0, (t_4 / t_3), t_7))));
} else {
tmp_1 = 0.0;
}
tmp = tmp_1;
}
return tmp;
}



Bits error versus a



Bits error versus b



Bits error versus angle



Bits error versus x-scale



Bits error versus y-scale
if y-scale < -9.1287187455611204e89 or -1.23729255982419901e-158 < y-scale < 9.82463531403186488e-141 or 5.20365044412018409e68 < y-scale Initial program 40.3
Taylor expanded in b around 0 42.3
Simplified27.7
if -9.1287187455611204e89 < y-scale < -1.23729255982419901e-158Initial program 42.9
Taylor expanded in a around 0 34.9
Simplified34.9
Applied associate-*l*_binary6431.6
Applied associate-*r*_binary6431.5
Simplified31.5
if 9.82463531403186488e-141 < y-scale < 5.20365044412018409e68Initial program 40.7
Taylor expanded in a around 0 33.4
Simplified33.4
Applied associate-*l*_binary6429.8
Applied associate-*r*_binary6429.3
Final simplification28.7
herbie shell --seed 2021275
(FPCore (a b angle x-scale y-scale)
:name "Simplification of discriminant from scale-rotated-ellipse"
:precision binary64
(- (* (/ (/ (* (* (* 2.0 (- (pow b 2.0) (pow a 2.0))) (sin (* (/ angle 180.0) PI))) (cos (* (/ angle 180.0) PI))) x-scale) y-scale) (/ (/ (* (* (* 2.0 (- (pow b 2.0) (pow a 2.0))) (sin (* (/ angle 180.0) PI))) (cos (* (/ angle 180.0) PI))) x-scale) y-scale)) (* (* 4.0 (/ (/ (+ (pow (* a (sin (* (/ angle 180.0) PI))) 2.0) (pow (* b (cos (* (/ angle 180.0) PI))) 2.0)) x-scale) x-scale)) (/ (/ (+ (pow (* a (cos (* (/ angle 180.0) PI))) 2.0) (pow (* b (sin (* (/ angle 180.0) PI))) 2.0)) y-scale) y-scale))))