ab-angle->ABCF A

Percentage Accurate: 80.1% → 80.0%
Time: 35.8s
Alternatives: 9
Speedup: 1.3×

Specification

?
\[\begin{array}{l} \\ \begin{array}{l} t_0 := \frac{angle}{180} \cdot \pi\\ {\left(a \cdot \sin t\_0\right)}^{2} + {\left(b \cdot \cos t\_0\right)}^{2} \end{array} \end{array} \]
(FPCore (a b angle)
 :precision binary64
 (let* ((t_0 (* (/ angle 180.0) PI)))
   (+ (pow (* a (sin t_0)) 2.0) (pow (* b (cos t_0)) 2.0))))
double code(double a, double b, double angle) {
	double t_0 = (angle / 180.0) * ((double) M_PI);
	return pow((a * sin(t_0)), 2.0) + pow((b * cos(t_0)), 2.0);
}
public static double code(double a, double b, double angle) {
	double t_0 = (angle / 180.0) * Math.PI;
	return Math.pow((a * Math.sin(t_0)), 2.0) + Math.pow((b * Math.cos(t_0)), 2.0);
}
def code(a, b, angle):
	t_0 = (angle / 180.0) * math.pi
	return math.pow((a * math.sin(t_0)), 2.0) + math.pow((b * math.cos(t_0)), 2.0)
function code(a, b, angle)
	t_0 = Float64(Float64(angle / 180.0) * pi)
	return Float64((Float64(a * sin(t_0)) ^ 2.0) + (Float64(b * cos(t_0)) ^ 2.0))
end
function tmp = code(a, b, angle)
	t_0 = (angle / 180.0) * pi;
	tmp = ((a * sin(t_0)) ^ 2.0) + ((b * cos(t_0)) ^ 2.0);
end
code[a_, b_, angle_] := Block[{t$95$0 = N[(N[(angle / 180.0), $MachinePrecision] * Pi), $MachinePrecision]}, N[(N[Power[N[(a * N[Sin[t$95$0], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[N[(b * N[Cos[t$95$0], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}

\\
\begin{array}{l}
t_0 := \frac{angle}{180} \cdot \pi\\
{\left(a \cdot \sin t\_0\right)}^{2} + {\left(b \cdot \cos t\_0\right)}^{2}
\end{array}
\end{array}

Sampling outcomes in binary64 precision:

Local Percentage Accuracy vs ?

The average percentage accuracy by input value. Horizontal axis shows value of an input variable; the variable is choosen in the title. Vertical axis is accuracy; higher is better. Red represent the original program, while blue represents Herbie's suggestion. These can be toggled with buttons below the plot. The line is an average while dots represent individual samples.

Accuracy vs Speed?

Herbie found 9 alternatives:

AlternativeAccuracySpeedup
The accuracy (vertical axis) and speed (horizontal axis) of each alternatives. Up and to the right is better. The red square shows the initial program, and each blue circle shows an alternative.The line shows the best available speed-accuracy tradeoffs.

Initial Program: 80.1% accurate, 1.0× speedup?

\[\begin{array}{l} \\ \begin{array}{l} t_0 := \frac{angle}{180} \cdot \pi\\ {\left(a \cdot \sin t\_0\right)}^{2} + {\left(b \cdot \cos t\_0\right)}^{2} \end{array} \end{array} \]
(FPCore (a b angle)
 :precision binary64
 (let* ((t_0 (* (/ angle 180.0) PI)))
   (+ (pow (* a (sin t_0)) 2.0) (pow (* b (cos t_0)) 2.0))))
double code(double a, double b, double angle) {
	double t_0 = (angle / 180.0) * ((double) M_PI);
	return pow((a * sin(t_0)), 2.0) + pow((b * cos(t_0)), 2.0);
}
public static double code(double a, double b, double angle) {
	double t_0 = (angle / 180.0) * Math.PI;
	return Math.pow((a * Math.sin(t_0)), 2.0) + Math.pow((b * Math.cos(t_0)), 2.0);
}
def code(a, b, angle):
	t_0 = (angle / 180.0) * math.pi
	return math.pow((a * math.sin(t_0)), 2.0) + math.pow((b * math.cos(t_0)), 2.0)
function code(a, b, angle)
	t_0 = Float64(Float64(angle / 180.0) * pi)
	return Float64((Float64(a * sin(t_0)) ^ 2.0) + (Float64(b * cos(t_0)) ^ 2.0))
end
function tmp = code(a, b, angle)
	t_0 = (angle / 180.0) * pi;
	tmp = ((a * sin(t_0)) ^ 2.0) + ((b * cos(t_0)) ^ 2.0);
end
code[a_, b_, angle_] := Block[{t$95$0 = N[(N[(angle / 180.0), $MachinePrecision] * Pi), $MachinePrecision]}, N[(N[Power[N[(a * N[Sin[t$95$0], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[N[(b * N[Cos[t$95$0], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}

\\
\begin{array}{l}
t_0 := \frac{angle}{180} \cdot \pi\\
{\left(a \cdot \sin t\_0\right)}^{2} + {\left(b \cdot \cos t\_0\right)}^{2}
\end{array}
\end{array}

Alternative 1: 80.0% accurate, 1.3× speedup?

\[\begin{array}{l} \\ {\left(a \cdot \sin \left(0.005555555555555556 \cdot \frac{\pi}{\frac{1}{angle}}\right)\right)}^{2} + {b}^{2} \end{array} \]
(FPCore (a b angle)
 :precision binary64
 (+
  (pow (* a (sin (* 0.005555555555555556 (/ PI (/ 1.0 angle))))) 2.0)
  (pow b 2.0)))
double code(double a, double b, double angle) {
	return pow((a * sin((0.005555555555555556 * (((double) M_PI) / (1.0 / angle))))), 2.0) + pow(b, 2.0);
}
public static double code(double a, double b, double angle) {
	return Math.pow((a * Math.sin((0.005555555555555556 * (Math.PI / (1.0 / angle))))), 2.0) + Math.pow(b, 2.0);
}
def code(a, b, angle):
	return math.pow((a * math.sin((0.005555555555555556 * (math.pi / (1.0 / angle))))), 2.0) + math.pow(b, 2.0)
function code(a, b, angle)
	return Float64((Float64(a * sin(Float64(0.005555555555555556 * Float64(pi / Float64(1.0 / angle))))) ^ 2.0) + (b ^ 2.0))
end
function tmp = code(a, b, angle)
	tmp = ((a * sin((0.005555555555555556 * (pi / (1.0 / angle))))) ^ 2.0) + (b ^ 2.0);
end
code[a_, b_, angle_] := N[(N[Power[N[(a * N[Sin[N[(0.005555555555555556 * N[(Pi / N[(1.0 / angle), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[b, 2.0], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}

\\
{\left(a \cdot \sin \left(0.005555555555555556 \cdot \frac{\pi}{\frac{1}{angle}}\right)\right)}^{2} + {b}^{2}
\end{array}
Derivation
  1. Initial program 76.7%

    \[{\left(a \cdot \sin \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
  2. Add Preprocessing
  3. Step-by-step derivation
    1. *-commutative76.7%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\pi \cdot \frac{angle}{180}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
    2. clear-num76.7%

      \[\leadsto {\left(a \cdot \sin \left(\pi \cdot \color{blue}{\frac{1}{\frac{180}{angle}}}\right)\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
    3. un-div-inv76.7%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\frac{\pi}{\frac{180}{angle}}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
  4. Applied egg-rr76.7%

    \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\frac{\pi}{\frac{180}{angle}}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
  5. Taylor expanded in angle around 0 76.9%

    \[\leadsto {\left(a \cdot \sin \left(\frac{\pi}{\frac{180}{angle}}\right)\right)}^{2} + {\left(b \cdot \color{blue}{1}\right)}^{2} \]
  6. Step-by-step derivation
    1. *-un-lft-identity76.9%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(1 \cdot \frac{\pi}{\frac{180}{angle}}\right)}\right)}^{2} + {\left(b \cdot 1\right)}^{2} \]
    2. associate-*r/76.9%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\frac{1 \cdot \pi}{\frac{180}{angle}}\right)}\right)}^{2} + {\left(b \cdot 1\right)}^{2} \]
    3. div-inv76.9%

      \[\leadsto {\left(a \cdot \sin \left(\frac{1 \cdot \pi}{\color{blue}{180 \cdot \frac{1}{angle}}}\right)\right)}^{2} + {\left(b \cdot 1\right)}^{2} \]
    4. times-frac76.9%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\frac{1}{180} \cdot \frac{\pi}{\frac{1}{angle}}\right)}\right)}^{2} + {\left(b \cdot 1\right)}^{2} \]
    5. metadata-eval76.9%

      \[\leadsto {\left(a \cdot \sin \left(\color{blue}{0.005555555555555556} \cdot \frac{\pi}{\frac{1}{angle}}\right)\right)}^{2} + {\left(b \cdot 1\right)}^{2} \]
  7. Applied egg-rr76.9%

    \[\leadsto {\left(a \cdot \sin \color{blue}{\left(0.005555555555555556 \cdot \frac{\pi}{\frac{1}{angle}}\right)}\right)}^{2} + {\left(b \cdot 1\right)}^{2} \]
  8. Final simplification76.9%

    \[\leadsto {\left(a \cdot \sin \left(0.005555555555555556 \cdot \frac{\pi}{\frac{1}{angle}}\right)\right)}^{2} + {b}^{2} \]
  9. Add Preprocessing

Alternative 2: 80.0% accurate, 1.3× speedup?

\[\begin{array}{l} \\ {b}^{2} + {\left(a \cdot \sin \left(\frac{\pi}{\frac{180}{angle}}\right)\right)}^{2} \end{array} \]
(FPCore (a b angle)
 :precision binary64
 (+ (pow b 2.0) (pow (* a (sin (/ PI (/ 180.0 angle)))) 2.0)))
double code(double a, double b, double angle) {
	return pow(b, 2.0) + pow((a * sin((((double) M_PI) / (180.0 / angle)))), 2.0);
}
public static double code(double a, double b, double angle) {
	return Math.pow(b, 2.0) + Math.pow((a * Math.sin((Math.PI / (180.0 / angle)))), 2.0);
}
def code(a, b, angle):
	return math.pow(b, 2.0) + math.pow((a * math.sin((math.pi / (180.0 / angle)))), 2.0)
function code(a, b, angle)
	return Float64((b ^ 2.0) + (Float64(a * sin(Float64(pi / Float64(180.0 / angle)))) ^ 2.0))
end
function tmp = code(a, b, angle)
	tmp = (b ^ 2.0) + ((a * sin((pi / (180.0 / angle)))) ^ 2.0);
end
code[a_, b_, angle_] := N[(N[Power[b, 2.0], $MachinePrecision] + N[Power[N[(a * N[Sin[N[(Pi / N[(180.0 / angle), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}

\\
{b}^{2} + {\left(a \cdot \sin \left(\frac{\pi}{\frac{180}{angle}}\right)\right)}^{2}
\end{array}
Derivation
  1. Initial program 76.7%

    \[{\left(a \cdot \sin \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
  2. Add Preprocessing
  3. Step-by-step derivation
    1. *-commutative76.7%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\pi \cdot \frac{angle}{180}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
    2. clear-num76.7%

      \[\leadsto {\left(a \cdot \sin \left(\pi \cdot \color{blue}{\frac{1}{\frac{180}{angle}}}\right)\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
    3. un-div-inv76.7%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\frac{\pi}{\frac{180}{angle}}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
  4. Applied egg-rr76.7%

    \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\frac{\pi}{\frac{180}{angle}}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
  5. Taylor expanded in angle around 0 76.9%

    \[\leadsto {\left(a \cdot \sin \left(\frac{\pi}{\frac{180}{angle}}\right)\right)}^{2} + {\left(b \cdot \color{blue}{1}\right)}^{2} \]
  6. Final simplification76.9%

    \[\leadsto {b}^{2} + {\left(a \cdot \sin \left(\frac{\pi}{\frac{180}{angle}}\right)\right)}^{2} \]
  7. Add Preprocessing

Alternative 3: 80.0% accurate, 1.3× speedup?

\[\begin{array}{l} \\ {b}^{2} + {\left(a \cdot \sin \left(\pi \cdot \left(0.005555555555555556 \cdot angle\right)\right)\right)}^{2} \end{array} \]
(FPCore (a b angle)
 :precision binary64
 (+ (pow b 2.0) (pow (* a (sin (* PI (* 0.005555555555555556 angle)))) 2.0)))
double code(double a, double b, double angle) {
	return pow(b, 2.0) + pow((a * sin((((double) M_PI) * (0.005555555555555556 * angle)))), 2.0);
}
public static double code(double a, double b, double angle) {
	return Math.pow(b, 2.0) + Math.pow((a * Math.sin((Math.PI * (0.005555555555555556 * angle)))), 2.0);
}
def code(a, b, angle):
	return math.pow(b, 2.0) + math.pow((a * math.sin((math.pi * (0.005555555555555556 * angle)))), 2.0)
function code(a, b, angle)
	return Float64((b ^ 2.0) + (Float64(a * sin(Float64(pi * Float64(0.005555555555555556 * angle)))) ^ 2.0))
end
function tmp = code(a, b, angle)
	tmp = (b ^ 2.0) + ((a * sin((pi * (0.005555555555555556 * angle)))) ^ 2.0);
end
code[a_, b_, angle_] := N[(N[Power[b, 2.0], $MachinePrecision] + N[Power[N[(a * N[Sin[N[(Pi * N[(0.005555555555555556 * angle), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}

\\
{b}^{2} + {\left(a \cdot \sin \left(\pi \cdot \left(0.005555555555555556 \cdot angle\right)\right)\right)}^{2}
\end{array}
Derivation
  1. Initial program 76.7%

    \[{\left(a \cdot \sin \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
  2. Add Preprocessing
  3. Step-by-step derivation
    1. *-commutative76.7%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\pi \cdot \frac{angle}{180}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
    2. clear-num76.7%

      \[\leadsto {\left(a \cdot \sin \left(\pi \cdot \color{blue}{\frac{1}{\frac{180}{angle}}}\right)\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
    3. un-div-inv76.7%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\frac{\pi}{\frac{180}{angle}}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
  4. Applied egg-rr76.7%

    \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\frac{\pi}{\frac{180}{angle}}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
  5. Taylor expanded in angle around 0 76.9%

    \[\leadsto {\left(a \cdot \sin \left(\frac{\pi}{\frac{180}{angle}}\right)\right)}^{2} + {\left(b \cdot \color{blue}{1}\right)}^{2} \]
  6. Step-by-step derivation
    1. div-inv76.8%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\pi \cdot \frac{1}{\frac{180}{angle}}\right)}\right)}^{2} + {\left(b \cdot 1\right)}^{2} \]
    2. clear-num76.9%

      \[\leadsto {\left(a \cdot \sin \left(\pi \cdot \color{blue}{\frac{angle}{180}}\right)\right)}^{2} + {\left(b \cdot 1\right)}^{2} \]
    3. *-commutative76.9%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\frac{angle}{180} \cdot \pi\right)}\right)}^{2} + {\left(b \cdot 1\right)}^{2} \]
    4. div-inv76.9%

      \[\leadsto {\left(a \cdot \sin \left(\color{blue}{\left(angle \cdot \frac{1}{180}\right)} \cdot \pi\right)\right)}^{2} + {\left(b \cdot 1\right)}^{2} \]
    5. metadata-eval76.9%

      \[\leadsto {\left(a \cdot \sin \left(\left(angle \cdot \color{blue}{0.005555555555555556}\right) \cdot \pi\right)\right)}^{2} + {\left(b \cdot 1\right)}^{2} \]
  7. Applied egg-rr76.9%

    \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\left(angle \cdot 0.005555555555555556\right) \cdot \pi\right)}\right)}^{2} + {\left(b \cdot 1\right)}^{2} \]
  8. Final simplification76.9%

    \[\leadsto {b}^{2} + {\left(a \cdot \sin \left(\pi \cdot \left(0.005555555555555556 \cdot angle\right)\right)\right)}^{2} \]
  9. Add Preprocessing

Alternative 4: 80.1% accurate, 1.3× speedup?

\[\begin{array}{l} \\ {b}^{2} + {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} \end{array} \]
(FPCore (a b angle)
 :precision binary64
 (+ (pow b 2.0) (pow (* a (sin (* angle (/ PI 180.0)))) 2.0)))
double code(double a, double b, double angle) {
	return pow(b, 2.0) + pow((a * sin((angle * (((double) M_PI) / 180.0)))), 2.0);
}
public static double code(double a, double b, double angle) {
	return Math.pow(b, 2.0) + Math.pow((a * Math.sin((angle * (Math.PI / 180.0)))), 2.0);
}
def code(a, b, angle):
	return math.pow(b, 2.0) + math.pow((a * math.sin((angle * (math.pi / 180.0)))), 2.0)
function code(a, b, angle)
	return Float64((b ^ 2.0) + (Float64(a * sin(Float64(angle * Float64(pi / 180.0)))) ^ 2.0))
end
function tmp = code(a, b, angle)
	tmp = (b ^ 2.0) + ((a * sin((angle * (pi / 180.0)))) ^ 2.0);
end
code[a_, b_, angle_] := N[(N[Power[b, 2.0], $MachinePrecision] + N[Power[N[(a * N[Sin[N[(angle * N[(Pi / 180.0), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}

\\
{b}^{2} + {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2}
\end{array}
Derivation
  1. Initial program 76.7%

    \[{\left(a \cdot \sin \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
  2. Step-by-step derivation
    1. associate-*l/76.7%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\frac{angle \cdot \pi}{180}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
    2. associate-/l*76.7%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(angle \cdot \frac{\pi}{180}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
    3. cos-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \color{blue}{\cos \left(-\frac{angle}{180} \cdot \pi\right)}\right)}^{2} \]
    4. distribute-lft-neg-out76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(\left(-\frac{angle}{180}\right) \cdot \pi\right)}\right)}^{2} \]
    5. distribute-frac-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \left(\color{blue}{\frac{-angle}{180}} \cdot \pi\right)\right)}^{2} \]
    6. distribute-frac-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \left(\color{blue}{\left(-\frac{angle}{180}\right)} \cdot \pi\right)\right)}^{2} \]
    7. distribute-lft-neg-out76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(-\frac{angle}{180} \cdot \pi\right)}\right)}^{2} \]
    8. cos-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \color{blue}{\cos \left(\frac{angle}{180} \cdot \pi\right)}\right)}^{2} \]
    9. associate-*l/76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(\frac{angle \cdot \pi}{180}\right)}\right)}^{2} \]
    10. associate-/l*76.8%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(angle \cdot \frac{\pi}{180}\right)}\right)}^{2} \]
  3. Simplified76.8%

    \[\leadsto \color{blue}{{\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2}} \]
  4. Add Preprocessing
  5. Taylor expanded in angle around 0 76.9%

    \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \color{blue}{1}\right)}^{2} \]
  6. Final simplification76.9%

    \[\leadsto {b}^{2} + {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} \]
  7. Add Preprocessing

Alternative 5: 80.0% accurate, 1.3× speedup?

\[\begin{array}{l} \\ {b}^{2} + {\left(a \cdot \sin \left(0.005555555555555556 \cdot \left(\pi \cdot angle\right)\right)\right)}^{2} \end{array} \]
(FPCore (a b angle)
 :precision binary64
 (+ (pow b 2.0) (pow (* a (sin (* 0.005555555555555556 (* PI angle)))) 2.0)))
double code(double a, double b, double angle) {
	return pow(b, 2.0) + pow((a * sin((0.005555555555555556 * (((double) M_PI) * angle)))), 2.0);
}
public static double code(double a, double b, double angle) {
	return Math.pow(b, 2.0) + Math.pow((a * Math.sin((0.005555555555555556 * (Math.PI * angle)))), 2.0);
}
def code(a, b, angle):
	return math.pow(b, 2.0) + math.pow((a * math.sin((0.005555555555555556 * (math.pi * angle)))), 2.0)
function code(a, b, angle)
	return Float64((b ^ 2.0) + (Float64(a * sin(Float64(0.005555555555555556 * Float64(pi * angle)))) ^ 2.0))
end
function tmp = code(a, b, angle)
	tmp = (b ^ 2.0) + ((a * sin((0.005555555555555556 * (pi * angle)))) ^ 2.0);
end
code[a_, b_, angle_] := N[(N[Power[b, 2.0], $MachinePrecision] + N[Power[N[(a * N[Sin[N[(0.005555555555555556 * N[(Pi * angle), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}

\\
{b}^{2} + {\left(a \cdot \sin \left(0.005555555555555556 \cdot \left(\pi \cdot angle\right)\right)\right)}^{2}
\end{array}
Derivation
  1. Initial program 76.7%

    \[{\left(a \cdot \sin \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
  2. Step-by-step derivation
    1. associate-*l/76.7%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\frac{angle \cdot \pi}{180}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
    2. associate-/l*76.7%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(angle \cdot \frac{\pi}{180}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
    3. cos-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \color{blue}{\cos \left(-\frac{angle}{180} \cdot \pi\right)}\right)}^{2} \]
    4. distribute-lft-neg-out76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(\left(-\frac{angle}{180}\right) \cdot \pi\right)}\right)}^{2} \]
    5. distribute-frac-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \left(\color{blue}{\frac{-angle}{180}} \cdot \pi\right)\right)}^{2} \]
    6. distribute-frac-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \left(\color{blue}{\left(-\frac{angle}{180}\right)} \cdot \pi\right)\right)}^{2} \]
    7. distribute-lft-neg-out76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(-\frac{angle}{180} \cdot \pi\right)}\right)}^{2} \]
    8. cos-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \color{blue}{\cos \left(\frac{angle}{180} \cdot \pi\right)}\right)}^{2} \]
    9. associate-*l/76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(\frac{angle \cdot \pi}{180}\right)}\right)}^{2} \]
    10. associate-/l*76.8%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(angle \cdot \frac{\pi}{180}\right)}\right)}^{2} \]
  3. Simplified76.8%

    \[\leadsto \color{blue}{{\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2}} \]
  4. Add Preprocessing
  5. Taylor expanded in angle around 0 76.9%

    \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \color{blue}{1}\right)}^{2} \]
  6. Taylor expanded in angle around inf 76.8%

    \[\leadsto {\left(a \cdot \color{blue}{\sin \left(0.005555555555555556 \cdot \left(angle \cdot \pi\right)\right)}\right)}^{2} + {\left(b \cdot 1\right)}^{2} \]
  7. Final simplification76.8%

    \[\leadsto {b}^{2} + {\left(a \cdot \sin \left(0.005555555555555556 \cdot \left(\pi \cdot angle\right)\right)\right)}^{2} \]
  8. Add Preprocessing

Alternative 6: 75.0% accurate, 3.5× speedup?

\[\begin{array}{l} \\ {b}^{2} + \left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(0.005555555555555556 \cdot \left(\pi \cdot \left(angle \cdot \left(a \cdot 0.005555555555555556\right)\right)\right)\right) \end{array} \]
(FPCore (a b angle)
 :precision binary64
 (+
  (pow b 2.0)
  (*
   (* angle (* a PI))
   (* 0.005555555555555556 (* PI (* angle (* a 0.005555555555555556)))))))
double code(double a, double b, double angle) {
	return pow(b, 2.0) + ((angle * (a * ((double) M_PI))) * (0.005555555555555556 * (((double) M_PI) * (angle * (a * 0.005555555555555556)))));
}
public static double code(double a, double b, double angle) {
	return Math.pow(b, 2.0) + ((angle * (a * Math.PI)) * (0.005555555555555556 * (Math.PI * (angle * (a * 0.005555555555555556)))));
}
def code(a, b, angle):
	return math.pow(b, 2.0) + ((angle * (a * math.pi)) * (0.005555555555555556 * (math.pi * (angle * (a * 0.005555555555555556)))))
function code(a, b, angle)
	return Float64((b ^ 2.0) + Float64(Float64(angle * Float64(a * pi)) * Float64(0.005555555555555556 * Float64(pi * Float64(angle * Float64(a * 0.005555555555555556))))))
end
function tmp = code(a, b, angle)
	tmp = (b ^ 2.0) + ((angle * (a * pi)) * (0.005555555555555556 * (pi * (angle * (a * 0.005555555555555556)))));
end
code[a_, b_, angle_] := N[(N[Power[b, 2.0], $MachinePrecision] + N[(N[(angle * N[(a * Pi), $MachinePrecision]), $MachinePrecision] * N[(0.005555555555555556 * N[(Pi * N[(angle * N[(a * 0.005555555555555556), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}

\\
{b}^{2} + \left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(0.005555555555555556 \cdot \left(\pi \cdot \left(angle \cdot \left(a \cdot 0.005555555555555556\right)\right)\right)\right)
\end{array}
Derivation
  1. Initial program 76.7%

    \[{\left(a \cdot \sin \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
  2. Step-by-step derivation
    1. associate-*l/76.7%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\frac{angle \cdot \pi}{180}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
    2. associate-/l*76.7%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(angle \cdot \frac{\pi}{180}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
    3. cos-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \color{blue}{\cos \left(-\frac{angle}{180} \cdot \pi\right)}\right)}^{2} \]
    4. distribute-lft-neg-out76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(\left(-\frac{angle}{180}\right) \cdot \pi\right)}\right)}^{2} \]
    5. distribute-frac-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \left(\color{blue}{\frac{-angle}{180}} \cdot \pi\right)\right)}^{2} \]
    6. distribute-frac-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \left(\color{blue}{\left(-\frac{angle}{180}\right)} \cdot \pi\right)\right)}^{2} \]
    7. distribute-lft-neg-out76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(-\frac{angle}{180} \cdot \pi\right)}\right)}^{2} \]
    8. cos-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \color{blue}{\cos \left(\frac{angle}{180} \cdot \pi\right)}\right)}^{2} \]
    9. associate-*l/76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(\frac{angle \cdot \pi}{180}\right)}\right)}^{2} \]
    10. associate-/l*76.8%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(angle \cdot \frac{\pi}{180}\right)}\right)}^{2} \]
  3. Simplified76.8%

    \[\leadsto \color{blue}{{\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2}} \]
  4. Add Preprocessing
  5. Taylor expanded in angle around 0 76.9%

    \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \color{blue}{1}\right)}^{2} \]
  6. Taylor expanded in angle around 0 71.6%

    \[\leadsto {\color{blue}{\left(0.005555555555555556 \cdot \left(a \cdot \left(angle \cdot \pi\right)\right)\right)}}^{2} + {\left(b \cdot 1\right)}^{2} \]
  7. Step-by-step derivation
    1. associate-*r*71.6%

      \[\leadsto {\left(0.005555555555555556 \cdot \color{blue}{\left(\left(a \cdot angle\right) \cdot \pi\right)}\right)}^{2} + {\left(b \cdot 1\right)}^{2} \]
  8. Simplified71.6%

    \[\leadsto {\color{blue}{\left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)}}^{2} + {\left(b \cdot 1\right)}^{2} \]
  9. Step-by-step derivation
    1. unpow271.6%

      \[\leadsto \color{blue}{\left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right) \cdot \left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
    2. associate-*l*71.6%

      \[\leadsto \color{blue}{0.005555555555555556 \cdot \left(\left(\left(a \cdot angle\right) \cdot \pi\right) \cdot \left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
    3. *-commutative71.6%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(\color{blue}{\left(angle \cdot a\right)} \cdot \pi\right) \cdot \left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    4. associate-*l*71.7%

      \[\leadsto 0.005555555555555556 \cdot \left(\color{blue}{\left(angle \cdot \left(a \cdot \pi\right)\right)} \cdot \left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    5. associate-*r*71.7%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \color{blue}{\left(\left(0.005555555555555556 \cdot \left(a \cdot angle\right)\right) \cdot \pi\right)}\right) + {\left(b \cdot 1\right)}^{2} \]
    6. *-commutative71.7%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \color{blue}{\left(\pi \cdot \left(0.005555555555555556 \cdot \left(a \cdot angle\right)\right)\right)}\right) + {\left(b \cdot 1\right)}^{2} \]
    7. *-commutative71.7%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(\pi \cdot \left(0.005555555555555556 \cdot \color{blue}{\left(angle \cdot a\right)}\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    8. associate-*r*71.6%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(\pi \cdot \color{blue}{\left(\left(0.005555555555555556 \cdot angle\right) \cdot a\right)}\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    9. *-commutative71.6%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(\pi \cdot \left(\color{blue}{\left(angle \cdot 0.005555555555555556\right)} \cdot a\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
  10. Applied egg-rr71.6%

    \[\leadsto \color{blue}{0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
  11. Step-by-step derivation
    1. associate-*r*71.7%

      \[\leadsto \color{blue}{\left(0.005555555555555556 \cdot \left(angle \cdot \left(a \cdot \pi\right)\right)\right) \cdot \left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
    2. *-commutative71.7%

      \[\leadsto \color{blue}{\left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right) \cdot \left(0.005555555555555556 \cdot \left(angle \cdot \left(a \cdot \pi\right)\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
    3. associate-*l*71.6%

      \[\leadsto \color{blue}{\left(\left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right) \cdot 0.005555555555555556\right) \cdot \left(angle \cdot \left(a \cdot \pi\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
    4. *-commutative71.6%

      \[\leadsto \color{blue}{\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(\left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right) \cdot 0.005555555555555556\right)} + {\left(b \cdot 1\right)}^{2} \]
    5. *-commutative71.6%

      \[\leadsto \left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \color{blue}{\left(0.005555555555555556 \cdot \left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
    6. *-commutative71.6%

      \[\leadsto \left(angle \cdot \color{blue}{\left(\pi \cdot a\right)}\right) \cdot \left(0.005555555555555556 \cdot \left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    7. associate-*l*71.7%

      \[\leadsto \left(angle \cdot \left(\pi \cdot a\right)\right) \cdot \left(0.005555555555555556 \cdot \left(\pi \cdot \color{blue}{\left(angle \cdot \left(0.005555555555555556 \cdot a\right)\right)}\right)\right) + {\left(b \cdot 1\right)}^{2} \]
  12. Simplified71.7%

    \[\leadsto \color{blue}{\left(angle \cdot \left(\pi \cdot a\right)\right) \cdot \left(0.005555555555555556 \cdot \left(\pi \cdot \left(angle \cdot \left(0.005555555555555556 \cdot a\right)\right)\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
  13. Final simplification71.7%

    \[\leadsto {b}^{2} + \left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(0.005555555555555556 \cdot \left(\pi \cdot \left(angle \cdot \left(a \cdot 0.005555555555555556\right)\right)\right)\right) \]
  14. Add Preprocessing

Alternative 7: 73.4% accurate, 3.5× speedup?

\[\begin{array}{l} \\ {b}^{2} + angle \cdot \left(\left(a \cdot \pi\right) \cdot \left(\left(angle \cdot \left(a \cdot 0.005555555555555556\right)\right) \cdot \left(0.005555555555555556 \cdot \pi\right)\right)\right) \end{array} \]
(FPCore (a b angle)
 :precision binary64
 (+
  (pow b 2.0)
  (*
   angle
   (*
    (* a PI)
    (* (* angle (* a 0.005555555555555556)) (* 0.005555555555555556 PI))))))
double code(double a, double b, double angle) {
	return pow(b, 2.0) + (angle * ((a * ((double) M_PI)) * ((angle * (a * 0.005555555555555556)) * (0.005555555555555556 * ((double) M_PI)))));
}
public static double code(double a, double b, double angle) {
	return Math.pow(b, 2.0) + (angle * ((a * Math.PI) * ((angle * (a * 0.005555555555555556)) * (0.005555555555555556 * Math.PI))));
}
def code(a, b, angle):
	return math.pow(b, 2.0) + (angle * ((a * math.pi) * ((angle * (a * 0.005555555555555556)) * (0.005555555555555556 * math.pi))))
function code(a, b, angle)
	return Float64((b ^ 2.0) + Float64(angle * Float64(Float64(a * pi) * Float64(Float64(angle * Float64(a * 0.005555555555555556)) * Float64(0.005555555555555556 * pi)))))
end
function tmp = code(a, b, angle)
	tmp = (b ^ 2.0) + (angle * ((a * pi) * ((angle * (a * 0.005555555555555556)) * (0.005555555555555556 * pi))));
end
code[a_, b_, angle_] := N[(N[Power[b, 2.0], $MachinePrecision] + N[(angle * N[(N[(a * Pi), $MachinePrecision] * N[(N[(angle * N[(a * 0.005555555555555556), $MachinePrecision]), $MachinePrecision] * N[(0.005555555555555556 * Pi), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}

\\
{b}^{2} + angle \cdot \left(\left(a \cdot \pi\right) \cdot \left(\left(angle \cdot \left(a \cdot 0.005555555555555556\right)\right) \cdot \left(0.005555555555555556 \cdot \pi\right)\right)\right)
\end{array}
Derivation
  1. Initial program 76.7%

    \[{\left(a \cdot \sin \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
  2. Step-by-step derivation
    1. associate-*l/76.7%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\frac{angle \cdot \pi}{180}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
    2. associate-/l*76.7%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(angle \cdot \frac{\pi}{180}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
    3. cos-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \color{blue}{\cos \left(-\frac{angle}{180} \cdot \pi\right)}\right)}^{2} \]
    4. distribute-lft-neg-out76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(\left(-\frac{angle}{180}\right) \cdot \pi\right)}\right)}^{2} \]
    5. distribute-frac-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \left(\color{blue}{\frac{-angle}{180}} \cdot \pi\right)\right)}^{2} \]
    6. distribute-frac-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \left(\color{blue}{\left(-\frac{angle}{180}\right)} \cdot \pi\right)\right)}^{2} \]
    7. distribute-lft-neg-out76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(-\frac{angle}{180} \cdot \pi\right)}\right)}^{2} \]
    8. cos-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \color{blue}{\cos \left(\frac{angle}{180} \cdot \pi\right)}\right)}^{2} \]
    9. associate-*l/76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(\frac{angle \cdot \pi}{180}\right)}\right)}^{2} \]
    10. associate-/l*76.8%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(angle \cdot \frac{\pi}{180}\right)}\right)}^{2} \]
  3. Simplified76.8%

    \[\leadsto \color{blue}{{\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2}} \]
  4. Add Preprocessing
  5. Taylor expanded in angle around 0 76.9%

    \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \color{blue}{1}\right)}^{2} \]
  6. Taylor expanded in angle around 0 71.6%

    \[\leadsto {\color{blue}{\left(0.005555555555555556 \cdot \left(a \cdot \left(angle \cdot \pi\right)\right)\right)}}^{2} + {\left(b \cdot 1\right)}^{2} \]
  7. Step-by-step derivation
    1. associate-*r*71.6%

      \[\leadsto {\left(0.005555555555555556 \cdot \color{blue}{\left(\left(a \cdot angle\right) \cdot \pi\right)}\right)}^{2} + {\left(b \cdot 1\right)}^{2} \]
  8. Simplified71.6%

    \[\leadsto {\color{blue}{\left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)}}^{2} + {\left(b \cdot 1\right)}^{2} \]
  9. Step-by-step derivation
    1. unpow271.6%

      \[\leadsto \color{blue}{\left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right) \cdot \left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
    2. associate-*l*71.6%

      \[\leadsto \color{blue}{0.005555555555555556 \cdot \left(\left(\left(a \cdot angle\right) \cdot \pi\right) \cdot \left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
    3. *-commutative71.6%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(\color{blue}{\left(angle \cdot a\right)} \cdot \pi\right) \cdot \left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    4. associate-*l*71.7%

      \[\leadsto 0.005555555555555556 \cdot \left(\color{blue}{\left(angle \cdot \left(a \cdot \pi\right)\right)} \cdot \left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    5. associate-*r*71.7%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \color{blue}{\left(\left(0.005555555555555556 \cdot \left(a \cdot angle\right)\right) \cdot \pi\right)}\right) + {\left(b \cdot 1\right)}^{2} \]
    6. *-commutative71.7%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \color{blue}{\left(\pi \cdot \left(0.005555555555555556 \cdot \left(a \cdot angle\right)\right)\right)}\right) + {\left(b \cdot 1\right)}^{2} \]
    7. *-commutative71.7%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(\pi \cdot \left(0.005555555555555556 \cdot \color{blue}{\left(angle \cdot a\right)}\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    8. associate-*r*71.6%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(\pi \cdot \color{blue}{\left(\left(0.005555555555555556 \cdot angle\right) \cdot a\right)}\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    9. *-commutative71.6%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(\pi \cdot \left(\color{blue}{\left(angle \cdot 0.005555555555555556\right)} \cdot a\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
  10. Applied egg-rr71.6%

    \[\leadsto \color{blue}{0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
  11. Step-by-step derivation
    1. associate-*r*71.7%

      \[\leadsto \color{blue}{\left(0.005555555555555556 \cdot \left(angle \cdot \left(a \cdot \pi\right)\right)\right) \cdot \left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
    2. *-commutative71.7%

      \[\leadsto \color{blue}{\left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right) \cdot \left(0.005555555555555556 \cdot \left(angle \cdot \left(a \cdot \pi\right)\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
    3. associate-*l*71.6%

      \[\leadsto \color{blue}{\left(\left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right) \cdot 0.005555555555555556\right) \cdot \left(angle \cdot \left(a \cdot \pi\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
    4. *-commutative71.6%

      \[\leadsto \color{blue}{\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(\left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right) \cdot 0.005555555555555556\right)} + {\left(b \cdot 1\right)}^{2} \]
    5. *-commutative71.6%

      \[\leadsto \left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \color{blue}{\left(0.005555555555555556 \cdot \left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
    6. associate-*l*68.8%

      \[\leadsto \color{blue}{angle \cdot \left(\left(a \cdot \pi\right) \cdot \left(0.005555555555555556 \cdot \left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right)\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
    7. *-commutative68.8%

      \[\leadsto angle \cdot \left(\color{blue}{\left(\pi \cdot a\right)} \cdot \left(0.005555555555555556 \cdot \left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    8. associate-*r*68.8%

      \[\leadsto angle \cdot \left(\left(\pi \cdot a\right) \cdot \color{blue}{\left(\left(0.005555555555555556 \cdot \pi\right) \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right)}\right) + {\left(b \cdot 1\right)}^{2} \]
    9. associate-*l*68.8%

      \[\leadsto angle \cdot \left(\left(\pi \cdot a\right) \cdot \left(\left(0.005555555555555556 \cdot \pi\right) \cdot \color{blue}{\left(angle \cdot \left(0.005555555555555556 \cdot a\right)\right)}\right)\right) + {\left(b \cdot 1\right)}^{2} \]
  12. Simplified68.8%

    \[\leadsto \color{blue}{angle \cdot \left(\left(\pi \cdot a\right) \cdot \left(\left(0.005555555555555556 \cdot \pi\right) \cdot \left(angle \cdot \left(0.005555555555555556 \cdot a\right)\right)\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
  13. Final simplification68.8%

    \[\leadsto {b}^{2} + angle \cdot \left(\left(a \cdot \pi\right) \cdot \left(\left(angle \cdot \left(a \cdot 0.005555555555555556\right)\right) \cdot \left(0.005555555555555556 \cdot \pi\right)\right)\right) \]
  14. Add Preprocessing

Alternative 8: 73.3% accurate, 3.5× speedup?

\[\begin{array}{l} \\ {b}^{2} + 0.005555555555555556 \cdot \left(angle \cdot \left(\left(a \cdot \pi\right) \cdot \left(0.005555555555555556 \cdot \left(angle \cdot \left(a \cdot \pi\right)\right)\right)\right)\right) \end{array} \]
(FPCore (a b angle)
 :precision binary64
 (+
  (pow b 2.0)
  (*
   0.005555555555555556
   (* angle (* (* a PI) (* 0.005555555555555556 (* angle (* a PI))))))))
double code(double a, double b, double angle) {
	return pow(b, 2.0) + (0.005555555555555556 * (angle * ((a * ((double) M_PI)) * (0.005555555555555556 * (angle * (a * ((double) M_PI)))))));
}
public static double code(double a, double b, double angle) {
	return Math.pow(b, 2.0) + (0.005555555555555556 * (angle * ((a * Math.PI) * (0.005555555555555556 * (angle * (a * Math.PI))))));
}
def code(a, b, angle):
	return math.pow(b, 2.0) + (0.005555555555555556 * (angle * ((a * math.pi) * (0.005555555555555556 * (angle * (a * math.pi))))))
function code(a, b, angle)
	return Float64((b ^ 2.0) + Float64(0.005555555555555556 * Float64(angle * Float64(Float64(a * pi) * Float64(0.005555555555555556 * Float64(angle * Float64(a * pi)))))))
end
function tmp = code(a, b, angle)
	tmp = (b ^ 2.0) + (0.005555555555555556 * (angle * ((a * pi) * (0.005555555555555556 * (angle * (a * pi))))));
end
code[a_, b_, angle_] := N[(N[Power[b, 2.0], $MachinePrecision] + N[(0.005555555555555556 * N[(angle * N[(N[(a * Pi), $MachinePrecision] * N[(0.005555555555555556 * N[(angle * N[(a * Pi), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}

\\
{b}^{2} + 0.005555555555555556 \cdot \left(angle \cdot \left(\left(a \cdot \pi\right) \cdot \left(0.005555555555555556 \cdot \left(angle \cdot \left(a \cdot \pi\right)\right)\right)\right)\right)
\end{array}
Derivation
  1. Initial program 76.7%

    \[{\left(a \cdot \sin \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
  2. Step-by-step derivation
    1. associate-*l/76.7%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\frac{angle \cdot \pi}{180}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
    2. associate-/l*76.7%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(angle \cdot \frac{\pi}{180}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
    3. cos-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \color{blue}{\cos \left(-\frac{angle}{180} \cdot \pi\right)}\right)}^{2} \]
    4. distribute-lft-neg-out76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(\left(-\frac{angle}{180}\right) \cdot \pi\right)}\right)}^{2} \]
    5. distribute-frac-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \left(\color{blue}{\frac{-angle}{180}} \cdot \pi\right)\right)}^{2} \]
    6. distribute-frac-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \left(\color{blue}{\left(-\frac{angle}{180}\right)} \cdot \pi\right)\right)}^{2} \]
    7. distribute-lft-neg-out76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(-\frac{angle}{180} \cdot \pi\right)}\right)}^{2} \]
    8. cos-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \color{blue}{\cos \left(\frac{angle}{180} \cdot \pi\right)}\right)}^{2} \]
    9. associate-*l/76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(\frac{angle \cdot \pi}{180}\right)}\right)}^{2} \]
    10. associate-/l*76.8%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(angle \cdot \frac{\pi}{180}\right)}\right)}^{2} \]
  3. Simplified76.8%

    \[\leadsto \color{blue}{{\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2}} \]
  4. Add Preprocessing
  5. Taylor expanded in angle around 0 76.9%

    \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \color{blue}{1}\right)}^{2} \]
  6. Taylor expanded in angle around 0 71.6%

    \[\leadsto {\color{blue}{\left(0.005555555555555556 \cdot \left(a \cdot \left(angle \cdot \pi\right)\right)\right)}}^{2} + {\left(b \cdot 1\right)}^{2} \]
  7. Step-by-step derivation
    1. associate-*r*71.6%

      \[\leadsto {\left(0.005555555555555556 \cdot \color{blue}{\left(\left(a \cdot angle\right) \cdot \pi\right)}\right)}^{2} + {\left(b \cdot 1\right)}^{2} \]
  8. Simplified71.6%

    \[\leadsto {\color{blue}{\left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)}}^{2} + {\left(b \cdot 1\right)}^{2} \]
  9. Step-by-step derivation
    1. unpow271.6%

      \[\leadsto \color{blue}{\left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right) \cdot \left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
    2. associate-*l*71.6%

      \[\leadsto \color{blue}{0.005555555555555556 \cdot \left(\left(\left(a \cdot angle\right) \cdot \pi\right) \cdot \left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
    3. *-commutative71.6%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(\color{blue}{\left(angle \cdot a\right)} \cdot \pi\right) \cdot \left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    4. associate-*l*71.7%

      \[\leadsto 0.005555555555555556 \cdot \left(\color{blue}{\left(angle \cdot \left(a \cdot \pi\right)\right)} \cdot \left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    5. associate-*r*71.7%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \color{blue}{\left(\left(0.005555555555555556 \cdot \left(a \cdot angle\right)\right) \cdot \pi\right)}\right) + {\left(b \cdot 1\right)}^{2} \]
    6. *-commutative71.7%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \color{blue}{\left(\pi \cdot \left(0.005555555555555556 \cdot \left(a \cdot angle\right)\right)\right)}\right) + {\left(b \cdot 1\right)}^{2} \]
    7. *-commutative71.7%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(\pi \cdot \left(0.005555555555555556 \cdot \color{blue}{\left(angle \cdot a\right)}\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    8. associate-*r*71.6%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(\pi \cdot \color{blue}{\left(\left(0.005555555555555556 \cdot angle\right) \cdot a\right)}\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    9. *-commutative71.6%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(\pi \cdot \left(\color{blue}{\left(angle \cdot 0.005555555555555556\right)} \cdot a\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
  10. Applied egg-rr71.6%

    \[\leadsto \color{blue}{0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
  11. Step-by-step derivation
    1. associate-*l*68.7%

      \[\leadsto 0.005555555555555556 \cdot \color{blue}{\left(angle \cdot \left(\left(a \cdot \pi\right) \cdot \left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right)\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
    2. *-commutative68.7%

      \[\leadsto 0.005555555555555556 \cdot \left(angle \cdot \left(\color{blue}{\left(\pi \cdot a\right)} \cdot \left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    3. associate-*l*68.7%

      \[\leadsto 0.005555555555555556 \cdot \left(angle \cdot \left(\left(\pi \cdot a\right) \cdot \left(\pi \cdot \color{blue}{\left(angle \cdot \left(0.005555555555555556 \cdot a\right)\right)}\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
  12. Simplified68.7%

    \[\leadsto \color{blue}{0.005555555555555556 \cdot \left(angle \cdot \left(\left(\pi \cdot a\right) \cdot \left(\pi \cdot \left(angle \cdot \left(0.005555555555555556 \cdot a\right)\right)\right)\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
  13. Taylor expanded in angle around 0 68.7%

    \[\leadsto 0.005555555555555556 \cdot \left(angle \cdot \left(\left(\pi \cdot a\right) \cdot \color{blue}{\left(0.005555555555555556 \cdot \left(a \cdot \left(angle \cdot \pi\right)\right)\right)}\right)\right) + {\left(b \cdot 1\right)}^{2} \]
  14. Step-by-step derivation
    1. *-commutative68.7%

      \[\leadsto 0.005555555555555556 \cdot \left(angle \cdot \left(\left(\pi \cdot a\right) \cdot \left(0.005555555555555556 \cdot \left(a \cdot \color{blue}{\left(\pi \cdot angle\right)}\right)\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    2. *-commutative68.7%

      \[\leadsto 0.005555555555555556 \cdot \left(angle \cdot \left(\left(\pi \cdot a\right) \cdot \left(0.005555555555555556 \cdot \color{blue}{\left(\left(\pi \cdot angle\right) \cdot a\right)}\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    3. *-commutative68.7%

      \[\leadsto 0.005555555555555556 \cdot \left(angle \cdot \left(\left(\pi \cdot a\right) \cdot \left(0.005555555555555556 \cdot \left(\color{blue}{\left(angle \cdot \pi\right)} \cdot a\right)\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    4. associate-*l*68.8%

      \[\leadsto 0.005555555555555556 \cdot \left(angle \cdot \left(\left(\pi \cdot a\right) \cdot \left(0.005555555555555556 \cdot \color{blue}{\left(angle \cdot \left(\pi \cdot a\right)\right)}\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
  15. Simplified68.8%

    \[\leadsto 0.005555555555555556 \cdot \left(angle \cdot \left(\left(\pi \cdot a\right) \cdot \color{blue}{\left(0.005555555555555556 \cdot \left(angle \cdot \left(\pi \cdot a\right)\right)\right)}\right)\right) + {\left(b \cdot 1\right)}^{2} \]
  16. Final simplification68.8%

    \[\leadsto {b}^{2} + 0.005555555555555556 \cdot \left(angle \cdot \left(\left(a \cdot \pi\right) \cdot \left(0.005555555555555556 \cdot \left(angle \cdot \left(a \cdot \pi\right)\right)\right)\right)\right) \]
  17. Add Preprocessing

Alternative 9: 73.3% accurate, 3.5× speedup?

\[\begin{array}{l} \\ {b}^{2} + 0.005555555555555556 \cdot \left(angle \cdot \left(\left(a \cdot \pi\right) \cdot \left(0.005555555555555556 \cdot \left(a \cdot \left(\pi \cdot angle\right)\right)\right)\right)\right) \end{array} \]
(FPCore (a b angle)
 :precision binary64
 (+
  (pow b 2.0)
  (*
   0.005555555555555556
   (* angle (* (* a PI) (* 0.005555555555555556 (* a (* PI angle))))))))
double code(double a, double b, double angle) {
	return pow(b, 2.0) + (0.005555555555555556 * (angle * ((a * ((double) M_PI)) * (0.005555555555555556 * (a * (((double) M_PI) * angle))))));
}
public static double code(double a, double b, double angle) {
	return Math.pow(b, 2.0) + (0.005555555555555556 * (angle * ((a * Math.PI) * (0.005555555555555556 * (a * (Math.PI * angle))))));
}
def code(a, b, angle):
	return math.pow(b, 2.0) + (0.005555555555555556 * (angle * ((a * math.pi) * (0.005555555555555556 * (a * (math.pi * angle))))))
function code(a, b, angle)
	return Float64((b ^ 2.0) + Float64(0.005555555555555556 * Float64(angle * Float64(Float64(a * pi) * Float64(0.005555555555555556 * Float64(a * Float64(pi * angle)))))))
end
function tmp = code(a, b, angle)
	tmp = (b ^ 2.0) + (0.005555555555555556 * (angle * ((a * pi) * (0.005555555555555556 * (a * (pi * angle))))));
end
code[a_, b_, angle_] := N[(N[Power[b, 2.0], $MachinePrecision] + N[(0.005555555555555556 * N[(angle * N[(N[(a * Pi), $MachinePrecision] * N[(0.005555555555555556 * N[(a * N[(Pi * angle), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}

\\
{b}^{2} + 0.005555555555555556 \cdot \left(angle \cdot \left(\left(a \cdot \pi\right) \cdot \left(0.005555555555555556 \cdot \left(a \cdot \left(\pi \cdot angle\right)\right)\right)\right)\right)
\end{array}
Derivation
  1. Initial program 76.7%

    \[{\left(a \cdot \sin \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
  2. Step-by-step derivation
    1. associate-*l/76.7%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(\frac{angle \cdot \pi}{180}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
    2. associate-/l*76.7%

      \[\leadsto {\left(a \cdot \sin \color{blue}{\left(angle \cdot \frac{\pi}{180}\right)}\right)}^{2} + {\left(b \cdot \cos \left(\frac{angle}{180} \cdot \pi\right)\right)}^{2} \]
    3. cos-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \color{blue}{\cos \left(-\frac{angle}{180} \cdot \pi\right)}\right)}^{2} \]
    4. distribute-lft-neg-out76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(\left(-\frac{angle}{180}\right) \cdot \pi\right)}\right)}^{2} \]
    5. distribute-frac-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \left(\color{blue}{\frac{-angle}{180}} \cdot \pi\right)\right)}^{2} \]
    6. distribute-frac-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \left(\color{blue}{\left(-\frac{angle}{180}\right)} \cdot \pi\right)\right)}^{2} \]
    7. distribute-lft-neg-out76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(-\frac{angle}{180} \cdot \pi\right)}\right)}^{2} \]
    8. cos-neg76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \color{blue}{\cos \left(\frac{angle}{180} \cdot \pi\right)}\right)}^{2} \]
    9. associate-*l/76.7%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(\frac{angle \cdot \pi}{180}\right)}\right)}^{2} \]
    10. associate-/l*76.8%

      \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \color{blue}{\left(angle \cdot \frac{\pi}{180}\right)}\right)}^{2} \]
  3. Simplified76.8%

    \[\leadsto \color{blue}{{\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \cos \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2}} \]
  4. Add Preprocessing
  5. Taylor expanded in angle around 0 76.9%

    \[\leadsto {\left(a \cdot \sin \left(angle \cdot \frac{\pi}{180}\right)\right)}^{2} + {\left(b \cdot \color{blue}{1}\right)}^{2} \]
  6. Taylor expanded in angle around 0 71.6%

    \[\leadsto {\color{blue}{\left(0.005555555555555556 \cdot \left(a \cdot \left(angle \cdot \pi\right)\right)\right)}}^{2} + {\left(b \cdot 1\right)}^{2} \]
  7. Step-by-step derivation
    1. associate-*r*71.6%

      \[\leadsto {\left(0.005555555555555556 \cdot \color{blue}{\left(\left(a \cdot angle\right) \cdot \pi\right)}\right)}^{2} + {\left(b \cdot 1\right)}^{2} \]
  8. Simplified71.6%

    \[\leadsto {\color{blue}{\left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)}}^{2} + {\left(b \cdot 1\right)}^{2} \]
  9. Step-by-step derivation
    1. unpow271.6%

      \[\leadsto \color{blue}{\left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right) \cdot \left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
    2. associate-*l*71.6%

      \[\leadsto \color{blue}{0.005555555555555556 \cdot \left(\left(\left(a \cdot angle\right) \cdot \pi\right) \cdot \left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
    3. *-commutative71.6%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(\color{blue}{\left(angle \cdot a\right)} \cdot \pi\right) \cdot \left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    4. associate-*l*71.7%

      \[\leadsto 0.005555555555555556 \cdot \left(\color{blue}{\left(angle \cdot \left(a \cdot \pi\right)\right)} \cdot \left(0.005555555555555556 \cdot \left(\left(a \cdot angle\right) \cdot \pi\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    5. associate-*r*71.7%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \color{blue}{\left(\left(0.005555555555555556 \cdot \left(a \cdot angle\right)\right) \cdot \pi\right)}\right) + {\left(b \cdot 1\right)}^{2} \]
    6. *-commutative71.7%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \color{blue}{\left(\pi \cdot \left(0.005555555555555556 \cdot \left(a \cdot angle\right)\right)\right)}\right) + {\left(b \cdot 1\right)}^{2} \]
    7. *-commutative71.7%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(\pi \cdot \left(0.005555555555555556 \cdot \color{blue}{\left(angle \cdot a\right)}\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    8. associate-*r*71.6%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(\pi \cdot \color{blue}{\left(\left(0.005555555555555556 \cdot angle\right) \cdot a\right)}\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    9. *-commutative71.6%

      \[\leadsto 0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(\pi \cdot \left(\color{blue}{\left(angle \cdot 0.005555555555555556\right)} \cdot a\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
  10. Applied egg-rr71.6%

    \[\leadsto \color{blue}{0.005555555555555556 \cdot \left(\left(angle \cdot \left(a \cdot \pi\right)\right) \cdot \left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
  11. Step-by-step derivation
    1. associate-*l*68.7%

      \[\leadsto 0.005555555555555556 \cdot \color{blue}{\left(angle \cdot \left(\left(a \cdot \pi\right) \cdot \left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right)\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
    2. *-commutative68.7%

      \[\leadsto 0.005555555555555556 \cdot \left(angle \cdot \left(\color{blue}{\left(\pi \cdot a\right)} \cdot \left(\pi \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot a\right)\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
    3. associate-*l*68.7%

      \[\leadsto 0.005555555555555556 \cdot \left(angle \cdot \left(\left(\pi \cdot a\right) \cdot \left(\pi \cdot \color{blue}{\left(angle \cdot \left(0.005555555555555556 \cdot a\right)\right)}\right)\right)\right) + {\left(b \cdot 1\right)}^{2} \]
  12. Simplified68.7%

    \[\leadsto \color{blue}{0.005555555555555556 \cdot \left(angle \cdot \left(\left(\pi \cdot a\right) \cdot \left(\pi \cdot \left(angle \cdot \left(0.005555555555555556 \cdot a\right)\right)\right)\right)\right)} + {\left(b \cdot 1\right)}^{2} \]
  13. Taylor expanded in angle around 0 68.7%

    \[\leadsto 0.005555555555555556 \cdot \left(angle \cdot \left(\left(\pi \cdot a\right) \cdot \color{blue}{\left(0.005555555555555556 \cdot \left(a \cdot \left(angle \cdot \pi\right)\right)\right)}\right)\right) + {\left(b \cdot 1\right)}^{2} \]
  14. Final simplification68.7%

    \[\leadsto {b}^{2} + 0.005555555555555556 \cdot \left(angle \cdot \left(\left(a \cdot \pi\right) \cdot \left(0.005555555555555556 \cdot \left(a \cdot \left(\pi \cdot angle\right)\right)\right)\right)\right) \]
  15. Add Preprocessing

Reproduce

?
herbie shell --seed 2024086 
(FPCore (a b angle)
  :name "ab-angle->ABCF A"
  :precision binary64
  (+ (pow (* a (sin (* (/ angle 180.0) PI))) 2.0) (pow (* b (cos (* (/ angle 180.0) PI))) 2.0)))