ab-angle->ABCF C

Percentage Accurate: 79.8% → 79.8%
Time: 37.7s
Alternatives: 12
Speedup: 1.0×

Specification

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

\\
\begin{array}{l}
t_0 := \pi \cdot \frac{angle}{180}\\
{\left(a \cdot \cos t\_0\right)}^{2} + {\left(b \cdot \sin 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 12 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: 79.8% accurate, 1.0× speedup?

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

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

Alternative 1: 79.8% accurate, 0.7× speedup?

\[\begin{array}{l} angle_m = \left|angle\right| \\ \begin{array}{l} t_0 := \pi \cdot \left(angle\_m \cdot 0.005555555555555556\right)\\ {\left(a \cdot \cos \left(e^{\log t\_0}\right)\right)}^{2} + {\left(b \cdot \sin t\_0\right)}^{2} \end{array} \end{array} \]
angle_m = (fabs.f64 angle)
(FPCore (a b angle_m)
 :precision binary64
 (let* ((t_0 (* PI (* angle_m 0.005555555555555556))))
   (+ (pow (* a (cos (exp (log t_0)))) 2.0) (pow (* b (sin t_0)) 2.0))))
angle_m = fabs(angle);
double code(double a, double b, double angle_m) {
	double t_0 = ((double) M_PI) * (angle_m * 0.005555555555555556);
	return pow((a * cos(exp(log(t_0)))), 2.0) + pow((b * sin(t_0)), 2.0);
}
angle_m = Math.abs(angle);
public static double code(double a, double b, double angle_m) {
	double t_0 = Math.PI * (angle_m * 0.005555555555555556);
	return Math.pow((a * Math.cos(Math.exp(Math.log(t_0)))), 2.0) + Math.pow((b * Math.sin(t_0)), 2.0);
}
angle_m = math.fabs(angle)
def code(a, b, angle_m):
	t_0 = math.pi * (angle_m * 0.005555555555555556)
	return math.pow((a * math.cos(math.exp(math.log(t_0)))), 2.0) + math.pow((b * math.sin(t_0)), 2.0)
angle_m = abs(angle)
function code(a, b, angle_m)
	t_0 = Float64(pi * Float64(angle_m * 0.005555555555555556))
	return Float64((Float64(a * cos(exp(log(t_0)))) ^ 2.0) + (Float64(b * sin(t_0)) ^ 2.0))
end
angle_m = abs(angle);
function tmp = code(a, b, angle_m)
	t_0 = pi * (angle_m * 0.005555555555555556);
	tmp = ((a * cos(exp(log(t_0)))) ^ 2.0) + ((b * sin(t_0)) ^ 2.0);
end
angle_m = N[Abs[angle], $MachinePrecision]
code[a_, b_, angle$95$m_] := Block[{t$95$0 = N[(Pi * N[(angle$95$m * 0.005555555555555556), $MachinePrecision]), $MachinePrecision]}, N[(N[Power[N[(a * N[Cos[N[Exp[N[Log[t$95$0], $MachinePrecision]], $MachinePrecision]], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[N[(b * N[Sin[t$95$0], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
angle_m = \left|angle\right|

\\
\begin{array}{l}
t_0 := \pi \cdot \left(angle\_m \cdot 0.005555555555555556\right)\\
{\left(a \cdot \cos \left(e^{\log t\_0}\right)\right)}^{2} + {\left(b \cdot \sin t\_0\right)}^{2}
\end{array}
\end{array}
Derivation
  1. Initial program 80.5%

    \[{\left(a \cdot \cos \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} \]
  2. Step-by-step derivation
    1. Simplified80.5%

      \[\leadsto \color{blue}{{\left(a \cdot \cos \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2}} \]
    2. Add Preprocessing
    3. Step-by-step derivation
      1. add-exp-log42.2%

        \[\leadsto {\left(a \cdot \cos \color{blue}{\left(e^{\log \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)}\right)}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
    4. Applied egg-rr42.2%

      \[\leadsto {\left(a \cdot \cos \color{blue}{\left(e^{\log \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)}\right)}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
    5. Final simplification42.2%

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

    Alternative 2: 79.8% accurate, 1.0× speedup?

    \[\begin{array}{l} angle_m = \left|angle\right| \\ {\left(b \cdot \sin \left(\pi \cdot \left(angle\_m \cdot 0.005555555555555556\right)\right)\right)}^{2} + {\left(a \cdot \cos \left(\frac{1}{\frac{180}{\pi \cdot angle\_m}}\right)\right)}^{2} \end{array} \]
    angle_m = (fabs.f64 angle)
    (FPCore (a b angle_m)
     :precision binary64
     (+
      (pow (* b (sin (* PI (* angle_m 0.005555555555555556)))) 2.0)
      (pow (* a (cos (/ 1.0 (/ 180.0 (* PI angle_m))))) 2.0)))
    angle_m = fabs(angle);
    double code(double a, double b, double angle_m) {
    	return pow((b * sin((((double) M_PI) * (angle_m * 0.005555555555555556)))), 2.0) + pow((a * cos((1.0 / (180.0 / (((double) M_PI) * angle_m))))), 2.0);
    }
    
    angle_m = Math.abs(angle);
    public static double code(double a, double b, double angle_m) {
    	return Math.pow((b * Math.sin((Math.PI * (angle_m * 0.005555555555555556)))), 2.0) + Math.pow((a * Math.cos((1.0 / (180.0 / (Math.PI * angle_m))))), 2.0);
    }
    
    angle_m = math.fabs(angle)
    def code(a, b, angle_m):
    	return math.pow((b * math.sin((math.pi * (angle_m * 0.005555555555555556)))), 2.0) + math.pow((a * math.cos((1.0 / (180.0 / (math.pi * angle_m))))), 2.0)
    
    angle_m = abs(angle)
    function code(a, b, angle_m)
    	return Float64((Float64(b * sin(Float64(pi * Float64(angle_m * 0.005555555555555556)))) ^ 2.0) + (Float64(a * cos(Float64(1.0 / Float64(180.0 / Float64(pi * angle_m))))) ^ 2.0))
    end
    
    angle_m = abs(angle);
    function tmp = code(a, b, angle_m)
    	tmp = ((b * sin((pi * (angle_m * 0.005555555555555556)))) ^ 2.0) + ((a * cos((1.0 / (180.0 / (pi * angle_m))))) ^ 2.0);
    end
    
    angle_m = N[Abs[angle], $MachinePrecision]
    code[a_, b_, angle$95$m_] := N[(N[Power[N[(b * N[Sin[N[(Pi * N[(angle$95$m * 0.005555555555555556), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[N[(a * N[Cos[N[(1.0 / N[(180.0 / N[(Pi * angle$95$m), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]
    
    \begin{array}{l}
    angle_m = \left|angle\right|
    
    \\
    {\left(b \cdot \sin \left(\pi \cdot \left(angle\_m \cdot 0.005555555555555556\right)\right)\right)}^{2} + {\left(a \cdot \cos \left(\frac{1}{\frac{180}{\pi \cdot angle\_m}}\right)\right)}^{2}
    \end{array}
    
    Derivation
    1. Initial program 80.5%

      \[{\left(a \cdot \cos \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} \]
    2. Step-by-step derivation
      1. Simplified80.5%

        \[\leadsto \color{blue}{{\left(a \cdot \cos \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2}} \]
      2. Add Preprocessing
      3. Step-by-step derivation
        1. metadata-eval80.5%

          \[\leadsto {\left(a \cdot \cos \left(\pi \cdot \left(angle \cdot \color{blue}{\frac{1}{180}}\right)\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
        2. div-inv80.5%

          \[\leadsto {\left(a \cdot \cos \left(\pi \cdot \color{blue}{\frac{angle}{180}}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
        3. associate-*r/80.5%

          \[\leadsto {\left(a \cdot \cos \color{blue}{\left(\frac{\pi \cdot angle}{180}\right)}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
        4. clear-num80.5%

          \[\leadsto {\left(a \cdot \cos \color{blue}{\left(\frac{1}{\frac{180}{\pi \cdot angle}}\right)}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
      4. Applied egg-rr80.5%

        \[\leadsto {\left(a \cdot \cos \color{blue}{\left(\frac{1}{\frac{180}{\pi \cdot angle}}\right)}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
      5. Final simplification80.5%

        \[\leadsto {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} + {\left(a \cdot \cos \left(\frac{1}{\frac{180}{\pi \cdot angle}}\right)\right)}^{2} \]
      6. Add Preprocessing

      Alternative 3: 79.8% accurate, 1.0× speedup?

      \[\begin{array}{l} angle_m = \left|angle\right| \\ {\left(b \cdot \sin \left(\pi \cdot \left(angle\_m \cdot 0.005555555555555556\right)\right)\right)}^{2} + {\left(a \cdot \cos \left(\frac{\pi \cdot -0.005555555555555556}{\frac{-1}{angle\_m}}\right)\right)}^{2} \end{array} \]
      angle_m = (fabs.f64 angle)
      (FPCore (a b angle_m)
       :precision binary64
       (+
        (pow (* b (sin (* PI (* angle_m 0.005555555555555556)))) 2.0)
        (pow (* a (cos (/ (* PI -0.005555555555555556) (/ -1.0 angle_m)))) 2.0)))
      angle_m = fabs(angle);
      double code(double a, double b, double angle_m) {
      	return pow((b * sin((((double) M_PI) * (angle_m * 0.005555555555555556)))), 2.0) + pow((a * cos(((((double) M_PI) * -0.005555555555555556) / (-1.0 / angle_m)))), 2.0);
      }
      
      angle_m = Math.abs(angle);
      public static double code(double a, double b, double angle_m) {
      	return Math.pow((b * Math.sin((Math.PI * (angle_m * 0.005555555555555556)))), 2.0) + Math.pow((a * Math.cos(((Math.PI * -0.005555555555555556) / (-1.0 / angle_m)))), 2.0);
      }
      
      angle_m = math.fabs(angle)
      def code(a, b, angle_m):
      	return math.pow((b * math.sin((math.pi * (angle_m * 0.005555555555555556)))), 2.0) + math.pow((a * math.cos(((math.pi * -0.005555555555555556) / (-1.0 / angle_m)))), 2.0)
      
      angle_m = abs(angle)
      function code(a, b, angle_m)
      	return Float64((Float64(b * sin(Float64(pi * Float64(angle_m * 0.005555555555555556)))) ^ 2.0) + (Float64(a * cos(Float64(Float64(pi * -0.005555555555555556) / Float64(-1.0 / angle_m)))) ^ 2.0))
      end
      
      angle_m = abs(angle);
      function tmp = code(a, b, angle_m)
      	tmp = ((b * sin((pi * (angle_m * 0.005555555555555556)))) ^ 2.0) + ((a * cos(((pi * -0.005555555555555556) / (-1.0 / angle_m)))) ^ 2.0);
      end
      
      angle_m = N[Abs[angle], $MachinePrecision]
      code[a_, b_, angle$95$m_] := N[(N[Power[N[(b * N[Sin[N[(Pi * N[(angle$95$m * 0.005555555555555556), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[N[(a * N[Cos[N[(N[(Pi * -0.005555555555555556), $MachinePrecision] / N[(-1.0 / angle$95$m), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]
      
      \begin{array}{l}
      angle_m = \left|angle\right|
      
      \\
      {\left(b \cdot \sin \left(\pi \cdot \left(angle\_m \cdot 0.005555555555555556\right)\right)\right)}^{2} + {\left(a \cdot \cos \left(\frac{\pi \cdot -0.005555555555555556}{\frac{-1}{angle\_m}}\right)\right)}^{2}
      \end{array}
      
      Derivation
      1. Initial program 80.5%

        \[{\left(a \cdot \cos \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} \]
      2. Step-by-step derivation
        1. Simplified80.5%

          \[\leadsto \color{blue}{{\left(a \cdot \cos \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2}} \]
        2. Add Preprocessing
        3. Step-by-step derivation
          1. add-exp-log42.2%

            \[\leadsto {\left(a \cdot \cos \color{blue}{\left(e^{\log \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)}\right)}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
        4. Applied egg-rr42.2%

          \[\leadsto {\left(a \cdot \cos \color{blue}{\left(e^{\log \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)}\right)}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
        5. Step-by-step derivation
          1. add-sqr-sqrt14.8%

            \[\leadsto {\left(a \cdot \cos \left(e^{\color{blue}{\sqrt{\log \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)} \cdot \sqrt{\log \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)}}}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
          2. exp-prod14.8%

            \[\leadsto {\left(a \cdot \cos \color{blue}{\left({\left(e^{\sqrt{\log \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)}}\right)}^{\left(\sqrt{\log \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)}\right)}\right)}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
        6. Applied egg-rr14.8%

          \[\leadsto {\left(a \cdot \cos \color{blue}{\left({\left(e^{\sqrt{\log \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)}}\right)}^{\left(\sqrt{\log \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)}\right)}\right)}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
        7. Taylor expanded in angle around -inf 0.0%

          \[\leadsto {\left(a \cdot \color{blue}{\cos \left(e^{\log \left(-0.005555555555555556 \cdot \pi\right) + -1 \cdot \log \left(\frac{-1}{angle}\right)}\right)}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
        8. Step-by-step derivation
          1. mul-1-neg0.0%

            \[\leadsto {\left(a \cdot \cos \left(e^{\log \left(-0.005555555555555556 \cdot \pi\right) + \color{blue}{\left(-\log \left(\frac{-1}{angle}\right)\right)}}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
          2. unsub-neg0.0%

            \[\leadsto {\left(a \cdot \cos \left(e^{\color{blue}{\log \left(-0.005555555555555556 \cdot \pi\right) - \log \left(\frac{-1}{angle}\right)}}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
          3. exp-diff0.0%

            \[\leadsto {\left(a \cdot \cos \color{blue}{\left(\frac{e^{\log \left(-0.005555555555555556 \cdot \pi\right)}}{e^{\log \left(\frac{-1}{angle}\right)}}\right)}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
          4. *-commutative0.0%

            \[\leadsto {\left(a \cdot \cos \left(\frac{e^{\log \color{blue}{\left(\pi \cdot -0.005555555555555556\right)}}}{e^{\log \left(\frac{-1}{angle}\right)}}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
          5. rem-cube-cbrt0.0%

            \[\leadsto {\left(a \cdot \cos \left(\frac{e^{\log \left(\pi \cdot \color{blue}{{\left(\sqrt[3]{-0.005555555555555556}\right)}^{3}}\right)}}{e^{\log \left(\frac{-1}{angle}\right)}}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
          6. rem-exp-log38.4%

            \[\leadsto {\left(a \cdot \cos \left(\frac{\color{blue}{\pi \cdot {\left(\sqrt[3]{-0.005555555555555556}\right)}^{3}}}{e^{\log \left(\frac{-1}{angle}\right)}}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
          7. rem-cube-cbrt38.3%

            \[\leadsto {\left(a \cdot \cos \left(\frac{\pi \cdot \color{blue}{-0.005555555555555556}}{e^{\log \left(\frac{-1}{angle}\right)}}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
          8. rem-exp-log80.5%

            \[\leadsto {\left(a \cdot \cos \left(\frac{\pi \cdot -0.005555555555555556}{\color{blue}{\frac{-1}{angle}}}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
        9. Simplified80.5%

          \[\leadsto {\left(a \cdot \color{blue}{\cos \left(\frac{\pi \cdot -0.005555555555555556}{\frac{-1}{angle}}\right)}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
        10. Final simplification80.5%

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

        Alternative 4: 79.8% accurate, 1.0× speedup?

        \[\begin{array}{l} angle_m = \left|angle\right| \\ \begin{array}{l} t_0 := \pi \cdot \left(angle\_m \cdot 0.005555555555555556\right)\\ {\left(b \cdot \sin t\_0\right)}^{2} + {\left(a \cdot \cos t\_0\right)}^{2} \end{array} \end{array} \]
        angle_m = (fabs.f64 angle)
        (FPCore (a b angle_m)
         :precision binary64
         (let* ((t_0 (* PI (* angle_m 0.005555555555555556))))
           (+ (pow (* b (sin t_0)) 2.0) (pow (* a (cos t_0)) 2.0))))
        angle_m = fabs(angle);
        double code(double a, double b, double angle_m) {
        	double t_0 = ((double) M_PI) * (angle_m * 0.005555555555555556);
        	return pow((b * sin(t_0)), 2.0) + pow((a * cos(t_0)), 2.0);
        }
        
        angle_m = Math.abs(angle);
        public static double code(double a, double b, double angle_m) {
        	double t_0 = Math.PI * (angle_m * 0.005555555555555556);
        	return Math.pow((b * Math.sin(t_0)), 2.0) + Math.pow((a * Math.cos(t_0)), 2.0);
        }
        
        angle_m = math.fabs(angle)
        def code(a, b, angle_m):
        	t_0 = math.pi * (angle_m * 0.005555555555555556)
        	return math.pow((b * math.sin(t_0)), 2.0) + math.pow((a * math.cos(t_0)), 2.0)
        
        angle_m = abs(angle)
        function code(a, b, angle_m)
        	t_0 = Float64(pi * Float64(angle_m * 0.005555555555555556))
        	return Float64((Float64(b * sin(t_0)) ^ 2.0) + (Float64(a * cos(t_0)) ^ 2.0))
        end
        
        angle_m = abs(angle);
        function tmp = code(a, b, angle_m)
        	t_0 = pi * (angle_m * 0.005555555555555556);
        	tmp = ((b * sin(t_0)) ^ 2.0) + ((a * cos(t_0)) ^ 2.0);
        end
        
        angle_m = N[Abs[angle], $MachinePrecision]
        code[a_, b_, angle$95$m_] := Block[{t$95$0 = N[(Pi * N[(angle$95$m * 0.005555555555555556), $MachinePrecision]), $MachinePrecision]}, N[(N[Power[N[(b * N[Sin[t$95$0], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[N[(a * N[Cos[t$95$0], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]]
        
        \begin{array}{l}
        angle_m = \left|angle\right|
        
        \\
        \begin{array}{l}
        t_0 := \pi \cdot \left(angle\_m \cdot 0.005555555555555556\right)\\
        {\left(b \cdot \sin t\_0\right)}^{2} + {\left(a \cdot \cos t\_0\right)}^{2}
        \end{array}
        \end{array}
        
        Derivation
        1. Initial program 80.5%

          \[{\left(a \cdot \cos \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} \]
        2. Step-by-step derivation
          1. Simplified80.5%

            \[\leadsto \color{blue}{{\left(a \cdot \cos \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2}} \]
          2. Add Preprocessing
          3. Final simplification80.5%

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

          Alternative 5: 79.8% accurate, 1.0× speedup?

          \[\begin{array}{l} angle_m = \left|angle\right| \\ \begin{array}{l} t_0 := \pi \cdot \frac{angle\_m}{180}\\ {\left(a \cdot \cos t\_0\right)}^{2} + {\left(b \cdot \sin t\_0\right)}^{2} \end{array} \end{array} \]
          angle_m = (fabs.f64 angle)
          (FPCore (a b angle_m)
           :precision binary64
           (let* ((t_0 (* PI (/ angle_m 180.0))))
             (+ (pow (* a (cos t_0)) 2.0) (pow (* b (sin t_0)) 2.0))))
          angle_m = fabs(angle);
          double code(double a, double b, double angle_m) {
          	double t_0 = ((double) M_PI) * (angle_m / 180.0);
          	return pow((a * cos(t_0)), 2.0) + pow((b * sin(t_0)), 2.0);
          }
          
          angle_m = Math.abs(angle);
          public static double code(double a, double b, double angle_m) {
          	double t_0 = Math.PI * (angle_m / 180.0);
          	return Math.pow((a * Math.cos(t_0)), 2.0) + Math.pow((b * Math.sin(t_0)), 2.0);
          }
          
          angle_m = math.fabs(angle)
          def code(a, b, angle_m):
          	t_0 = math.pi * (angle_m / 180.0)
          	return math.pow((a * math.cos(t_0)), 2.0) + math.pow((b * math.sin(t_0)), 2.0)
          
          angle_m = abs(angle)
          function code(a, b, angle_m)
          	t_0 = Float64(pi * Float64(angle_m / 180.0))
          	return Float64((Float64(a * cos(t_0)) ^ 2.0) + (Float64(b * sin(t_0)) ^ 2.0))
          end
          
          angle_m = abs(angle);
          function tmp = code(a, b, angle_m)
          	t_0 = pi * (angle_m / 180.0);
          	tmp = ((a * cos(t_0)) ^ 2.0) + ((b * sin(t_0)) ^ 2.0);
          end
          
          angle_m = N[Abs[angle], $MachinePrecision]
          code[a_, b_, angle$95$m_] := Block[{t$95$0 = N[(Pi * N[(angle$95$m / 180.0), $MachinePrecision]), $MachinePrecision]}, N[(N[Power[N[(a * N[Cos[t$95$0], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[N[(b * N[Sin[t$95$0], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]]
          
          \begin{array}{l}
          angle_m = \left|angle\right|
          
          \\
          \begin{array}{l}
          t_0 := \pi \cdot \frac{angle\_m}{180}\\
          {\left(a \cdot \cos t\_0\right)}^{2} + {\left(b \cdot \sin t\_0\right)}^{2}
          \end{array}
          \end{array}
          
          Derivation
          1. Initial program 80.5%

            \[{\left(a \cdot \cos \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} \]
          2. Add Preprocessing
          3. Final simplification80.5%

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

          Alternative 6: 79.8% accurate, 1.0× speedup?

          \[\begin{array}{l} angle_m = \left|angle\right| \\ {\left(b \cdot \sin \left(\pi \cdot \left(angle\_m \cdot 0.005555555555555556\right)\right)\right)}^{2} + {\left(a \cdot \cos \left(\frac{\pi \cdot angle\_m}{180}\right)\right)}^{2} \end{array} \]
          angle_m = (fabs.f64 angle)
          (FPCore (a b angle_m)
           :precision binary64
           (+
            (pow (* b (sin (* PI (* angle_m 0.005555555555555556)))) 2.0)
            (pow (* a (cos (/ (* PI angle_m) 180.0))) 2.0)))
          angle_m = fabs(angle);
          double code(double a, double b, double angle_m) {
          	return pow((b * sin((((double) M_PI) * (angle_m * 0.005555555555555556)))), 2.0) + pow((a * cos(((((double) M_PI) * angle_m) / 180.0))), 2.0);
          }
          
          angle_m = Math.abs(angle);
          public static double code(double a, double b, double angle_m) {
          	return Math.pow((b * Math.sin((Math.PI * (angle_m * 0.005555555555555556)))), 2.0) + Math.pow((a * Math.cos(((Math.PI * angle_m) / 180.0))), 2.0);
          }
          
          angle_m = math.fabs(angle)
          def code(a, b, angle_m):
          	return math.pow((b * math.sin((math.pi * (angle_m * 0.005555555555555556)))), 2.0) + math.pow((a * math.cos(((math.pi * angle_m) / 180.0))), 2.0)
          
          angle_m = abs(angle)
          function code(a, b, angle_m)
          	return Float64((Float64(b * sin(Float64(pi * Float64(angle_m * 0.005555555555555556)))) ^ 2.0) + (Float64(a * cos(Float64(Float64(pi * angle_m) / 180.0))) ^ 2.0))
          end
          
          angle_m = abs(angle);
          function tmp = code(a, b, angle_m)
          	tmp = ((b * sin((pi * (angle_m * 0.005555555555555556)))) ^ 2.0) + ((a * cos(((pi * angle_m) / 180.0))) ^ 2.0);
          end
          
          angle_m = N[Abs[angle], $MachinePrecision]
          code[a_, b_, angle$95$m_] := N[(N[Power[N[(b * N[Sin[N[(Pi * N[(angle$95$m * 0.005555555555555556), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[N[(a * N[Cos[N[(N[(Pi * angle$95$m), $MachinePrecision] / 180.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]
          
          \begin{array}{l}
          angle_m = \left|angle\right|
          
          \\
          {\left(b \cdot \sin \left(\pi \cdot \left(angle\_m \cdot 0.005555555555555556\right)\right)\right)}^{2} + {\left(a \cdot \cos \left(\frac{\pi \cdot angle\_m}{180}\right)\right)}^{2}
          \end{array}
          
          Derivation
          1. Initial program 80.5%

            \[{\left(a \cdot \cos \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} \]
          2. Step-by-step derivation
            1. Simplified80.5%

              \[\leadsto \color{blue}{{\left(a \cdot \cos \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2}} \]
            2. Add Preprocessing
            3. Step-by-step derivation
              1. metadata-eval80.5%

                \[\leadsto {\left(a \cdot \cos \left(\pi \cdot \left(angle \cdot \color{blue}{\frac{1}{180}}\right)\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
              2. div-inv80.5%

                \[\leadsto {\left(a \cdot \cos \left(\pi \cdot \color{blue}{\frac{angle}{180}}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
              3. associate-*r/80.5%

                \[\leadsto {\left(a \cdot \cos \color{blue}{\left(\frac{\pi \cdot angle}{180}\right)}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
            4. Applied egg-rr80.5%

              \[\leadsto {\left(a \cdot \cos \color{blue}{\left(\frac{\pi \cdot angle}{180}\right)}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
            5. Final simplification80.5%

              \[\leadsto {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} + {\left(a \cdot \cos \left(\frac{\pi \cdot angle}{180}\right)\right)}^{2} \]
            6. Add Preprocessing

            Alternative 7: 79.6% accurate, 1.3× speedup?

            \[\begin{array}{l} angle_m = \left|angle\right| \\ {a}^{2} + {\left(b \cdot \sin \left(0.005555555555555556 \cdot \left(\pi \cdot angle\_m\right)\right)\right)}^{2} \end{array} \]
            angle_m = (fabs.f64 angle)
            (FPCore (a b angle_m)
             :precision binary64
             (+ (pow a 2.0) (pow (* b (sin (* 0.005555555555555556 (* PI angle_m)))) 2.0)))
            angle_m = fabs(angle);
            double code(double a, double b, double angle_m) {
            	return pow(a, 2.0) + pow((b * sin((0.005555555555555556 * (((double) M_PI) * angle_m)))), 2.0);
            }
            
            angle_m = Math.abs(angle);
            public static double code(double a, double b, double angle_m) {
            	return Math.pow(a, 2.0) + Math.pow((b * Math.sin((0.005555555555555556 * (Math.PI * angle_m)))), 2.0);
            }
            
            angle_m = math.fabs(angle)
            def code(a, b, angle_m):
            	return math.pow(a, 2.0) + math.pow((b * math.sin((0.005555555555555556 * (math.pi * angle_m)))), 2.0)
            
            angle_m = abs(angle)
            function code(a, b, angle_m)
            	return Float64((a ^ 2.0) + (Float64(b * sin(Float64(0.005555555555555556 * Float64(pi * angle_m)))) ^ 2.0))
            end
            
            angle_m = abs(angle);
            function tmp = code(a, b, angle_m)
            	tmp = (a ^ 2.0) + ((b * sin((0.005555555555555556 * (pi * angle_m)))) ^ 2.0);
            end
            
            angle_m = N[Abs[angle], $MachinePrecision]
            code[a_, b_, angle$95$m_] := N[(N[Power[a, 2.0], $MachinePrecision] + N[Power[N[(b * N[Sin[N[(0.005555555555555556 * N[(Pi * angle$95$m), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]
            
            \begin{array}{l}
            angle_m = \left|angle\right|
            
            \\
            {a}^{2} + {\left(b \cdot \sin \left(0.005555555555555556 \cdot \left(\pi \cdot angle\_m\right)\right)\right)}^{2}
            \end{array}
            
            Derivation
            1. Initial program 80.5%

              \[{\left(a \cdot \cos \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} \]
            2. Step-by-step derivation
              1. Simplified80.5%

                \[\leadsto \color{blue}{{\left(a \cdot \cos \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2}} \]
              2. Add Preprocessing
              3. Taylor expanded in angle around 0 80.3%

                \[\leadsto {\left(a \cdot \color{blue}{1}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
              4. Taylor expanded in b around 0 80.2%

                \[\leadsto {\left(a \cdot 1\right)}^{2} + {\color{blue}{\left(b \cdot \sin \left(0.005555555555555556 \cdot \left(angle \cdot \pi\right)\right)\right)}}^{2} \]
              5. Final simplification80.2%

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

              Alternative 8: 79.6% accurate, 1.3× speedup?

              \[\begin{array}{l} angle_m = \left|angle\right| \\ {\left(b \cdot \sin \left(\pi \cdot \left(angle\_m \cdot 0.005555555555555556\right)\right)\right)}^{2} + {a}^{2} \end{array} \]
              angle_m = (fabs.f64 angle)
              (FPCore (a b angle_m)
               :precision binary64
               (+ (pow (* b (sin (* PI (* angle_m 0.005555555555555556)))) 2.0) (pow a 2.0)))
              angle_m = fabs(angle);
              double code(double a, double b, double angle_m) {
              	return pow((b * sin((((double) M_PI) * (angle_m * 0.005555555555555556)))), 2.0) + pow(a, 2.0);
              }
              
              angle_m = Math.abs(angle);
              public static double code(double a, double b, double angle_m) {
              	return Math.pow((b * Math.sin((Math.PI * (angle_m * 0.005555555555555556)))), 2.0) + Math.pow(a, 2.0);
              }
              
              angle_m = math.fabs(angle)
              def code(a, b, angle_m):
              	return math.pow((b * math.sin((math.pi * (angle_m * 0.005555555555555556)))), 2.0) + math.pow(a, 2.0)
              
              angle_m = abs(angle)
              function code(a, b, angle_m)
              	return Float64((Float64(b * sin(Float64(pi * Float64(angle_m * 0.005555555555555556)))) ^ 2.0) + (a ^ 2.0))
              end
              
              angle_m = abs(angle);
              function tmp = code(a, b, angle_m)
              	tmp = ((b * sin((pi * (angle_m * 0.005555555555555556)))) ^ 2.0) + (a ^ 2.0);
              end
              
              angle_m = N[Abs[angle], $MachinePrecision]
              code[a_, b_, angle$95$m_] := N[(N[Power[N[(b * N[Sin[N[(Pi * N[(angle$95$m * 0.005555555555555556), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[a, 2.0], $MachinePrecision]), $MachinePrecision]
              
              \begin{array}{l}
              angle_m = \left|angle\right|
              
              \\
              {\left(b \cdot \sin \left(\pi \cdot \left(angle\_m \cdot 0.005555555555555556\right)\right)\right)}^{2} + {a}^{2}
              \end{array}
              
              Derivation
              1. Initial program 80.5%

                \[{\left(a \cdot \cos \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} \]
              2. Step-by-step derivation
                1. Simplified80.5%

                  \[\leadsto \color{blue}{{\left(a \cdot \cos \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2}} \]
                2. Add Preprocessing
                3. Taylor expanded in angle around 0 80.3%

                  \[\leadsto {\left(a \cdot \color{blue}{1}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
                4. Final simplification80.3%

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

                Alternative 9: 73.0% accurate, 3.5× speedup?

                \[\begin{array}{l} angle_m = \left|angle\right| \\ {a}^{2} + 0.005555555555555556 \cdot \left(\left(angle\_m \cdot 0.005555555555555556\right) \cdot \left(\left(\pi \cdot b\right) \cdot \left(angle\_m \cdot \left(\pi \cdot b\right)\right)\right)\right) \end{array} \]
                angle_m = (fabs.f64 angle)
                (FPCore (a b angle_m)
                 :precision binary64
                 (+
                  (pow a 2.0)
                  (*
                   0.005555555555555556
                   (* (* angle_m 0.005555555555555556) (* (* PI b) (* angle_m (* PI b)))))))
                angle_m = fabs(angle);
                double code(double a, double b, double angle_m) {
                	return pow(a, 2.0) + (0.005555555555555556 * ((angle_m * 0.005555555555555556) * ((((double) M_PI) * b) * (angle_m * (((double) M_PI) * b)))));
                }
                
                angle_m = Math.abs(angle);
                public static double code(double a, double b, double angle_m) {
                	return Math.pow(a, 2.0) + (0.005555555555555556 * ((angle_m * 0.005555555555555556) * ((Math.PI * b) * (angle_m * (Math.PI * b)))));
                }
                
                angle_m = math.fabs(angle)
                def code(a, b, angle_m):
                	return math.pow(a, 2.0) + (0.005555555555555556 * ((angle_m * 0.005555555555555556) * ((math.pi * b) * (angle_m * (math.pi * b)))))
                
                angle_m = abs(angle)
                function code(a, b, angle_m)
                	return Float64((a ^ 2.0) + Float64(0.005555555555555556 * Float64(Float64(angle_m * 0.005555555555555556) * Float64(Float64(pi * b) * Float64(angle_m * Float64(pi * b))))))
                end
                
                angle_m = abs(angle);
                function tmp = code(a, b, angle_m)
                	tmp = (a ^ 2.0) + (0.005555555555555556 * ((angle_m * 0.005555555555555556) * ((pi * b) * (angle_m * (pi * b)))));
                end
                
                angle_m = N[Abs[angle], $MachinePrecision]
                code[a_, b_, angle$95$m_] := N[(N[Power[a, 2.0], $MachinePrecision] + N[(0.005555555555555556 * N[(N[(angle$95$m * 0.005555555555555556), $MachinePrecision] * N[(N[(Pi * b), $MachinePrecision] * N[(angle$95$m * N[(Pi * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
                
                \begin{array}{l}
                angle_m = \left|angle\right|
                
                \\
                {a}^{2} + 0.005555555555555556 \cdot \left(\left(angle\_m \cdot 0.005555555555555556\right) \cdot \left(\left(\pi \cdot b\right) \cdot \left(angle\_m \cdot \left(\pi \cdot b\right)\right)\right)\right)
                \end{array}
                
                Derivation
                1. Initial program 80.5%

                  \[{\left(a \cdot \cos \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} \]
                2. Step-by-step derivation
                  1. Simplified80.5%

                    \[\leadsto \color{blue}{{\left(a \cdot \cos \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2}} \]
                  2. Add Preprocessing
                  3. Taylor expanded in angle around 0 80.3%

                    \[\leadsto {\left(a \cdot \color{blue}{1}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
                  4. Taylor expanded in angle around 0 74.4%

                    \[\leadsto {\left(a \cdot 1\right)}^{2} + {\color{blue}{\left(0.005555555555555556 \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right)}}^{2} \]
                  5. Step-by-step derivation
                    1. unpow274.4%

                      \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{\left(0.005555555555555556 \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right) \cdot \left(0.005555555555555556 \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right)} \]
                    2. associate-*r*74.4%

                      \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{\left(\left(0.005555555555555556 \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right) \cdot 0.005555555555555556\right) \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)} \]
                    3. associate-*r*74.5%

                      \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(\color{blue}{\left(\left(0.005555555555555556 \cdot angle\right) \cdot \left(b \cdot \pi\right)\right)} \cdot 0.005555555555555556\right) \cdot \left(angle \cdot \left(b \cdot \pi\right)\right) \]
                    4. *-commutative74.5%

                      \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(\left(\color{blue}{\left(angle \cdot 0.005555555555555556\right)} \cdot \left(b \cdot \pi\right)\right) \cdot 0.005555555555555556\right) \cdot \left(angle \cdot \left(b \cdot \pi\right)\right) \]
                    5. *-commutative74.5%

                      \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(\left(\left(angle \cdot 0.005555555555555556\right) \cdot \color{blue}{\left(\pi \cdot b\right)}\right) \cdot 0.005555555555555556\right) \cdot \left(angle \cdot \left(b \cdot \pi\right)\right) \]
                    6. *-commutative74.5%

                      \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(\left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot 0.005555555555555556\right) \cdot \left(angle \cdot \color{blue}{\left(\pi \cdot b\right)}\right) \]
                  6. Applied egg-rr74.5%

                    \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{\left(\left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot 0.005555555555555556\right) \cdot \left(angle \cdot \left(\pi \cdot b\right)\right)} \]
                  7. Step-by-step derivation
                    1. associate-*l*74.5%

                      \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{\left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot \left(0.005555555555555556 \cdot \left(angle \cdot \left(\pi \cdot b\right)\right)\right)} \]
                    2. *-commutative74.5%

                      \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot \color{blue}{\left(\left(angle \cdot \left(\pi \cdot b\right)\right) \cdot 0.005555555555555556\right)} \]
                    3. associate-*l*74.5%

                      \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{\left(\left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot \left(angle \cdot \left(\pi \cdot b\right)\right)\right) \cdot 0.005555555555555556} \]
                    4. *-commutative74.5%

                      \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{0.005555555555555556 \cdot \left(\left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot \left(angle \cdot \left(\pi \cdot b\right)\right)\right)} \]
                    5. associate-*l*73.4%

                      \[\leadsto {\left(a \cdot 1\right)}^{2} + 0.005555555555555556 \cdot \color{blue}{\left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\left(\pi \cdot b\right) \cdot \left(angle \cdot \left(\pi \cdot b\right)\right)\right)\right)} \]
                  8. Simplified73.4%

                    \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{0.005555555555555556 \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\left(\pi \cdot b\right) \cdot \left(angle \cdot \left(\pi \cdot b\right)\right)\right)\right)} \]
                  9. Final simplification73.4%

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

                  Alternative 10: 73.0% accurate, 3.5× speedup?

                  \[\begin{array}{l} angle_m = \left|angle\right| \\ {a}^{2} + 0.005555555555555556 \cdot \left(\left(angle\_m \cdot 0.005555555555555556\right) \cdot \left(\left(\pi \cdot b\right) \cdot \left(\pi \cdot \left(angle\_m \cdot b\right)\right)\right)\right) \end{array} \]
                  angle_m = (fabs.f64 angle)
                  (FPCore (a b angle_m)
                   :precision binary64
                   (+
                    (pow a 2.0)
                    (*
                     0.005555555555555556
                     (* (* angle_m 0.005555555555555556) (* (* PI b) (* PI (* angle_m b)))))))
                  angle_m = fabs(angle);
                  double code(double a, double b, double angle_m) {
                  	return pow(a, 2.0) + (0.005555555555555556 * ((angle_m * 0.005555555555555556) * ((((double) M_PI) * b) * (((double) M_PI) * (angle_m * b)))));
                  }
                  
                  angle_m = Math.abs(angle);
                  public static double code(double a, double b, double angle_m) {
                  	return Math.pow(a, 2.0) + (0.005555555555555556 * ((angle_m * 0.005555555555555556) * ((Math.PI * b) * (Math.PI * (angle_m * b)))));
                  }
                  
                  angle_m = math.fabs(angle)
                  def code(a, b, angle_m):
                  	return math.pow(a, 2.0) + (0.005555555555555556 * ((angle_m * 0.005555555555555556) * ((math.pi * b) * (math.pi * (angle_m * b)))))
                  
                  angle_m = abs(angle)
                  function code(a, b, angle_m)
                  	return Float64((a ^ 2.0) + Float64(0.005555555555555556 * Float64(Float64(angle_m * 0.005555555555555556) * Float64(Float64(pi * b) * Float64(pi * Float64(angle_m * b))))))
                  end
                  
                  angle_m = abs(angle);
                  function tmp = code(a, b, angle_m)
                  	tmp = (a ^ 2.0) + (0.005555555555555556 * ((angle_m * 0.005555555555555556) * ((pi * b) * (pi * (angle_m * b)))));
                  end
                  
                  angle_m = N[Abs[angle], $MachinePrecision]
                  code[a_, b_, angle$95$m_] := N[(N[Power[a, 2.0], $MachinePrecision] + N[(0.005555555555555556 * N[(N[(angle$95$m * 0.005555555555555556), $MachinePrecision] * N[(N[(Pi * b), $MachinePrecision] * N[(Pi * N[(angle$95$m * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
                  
                  \begin{array}{l}
                  angle_m = \left|angle\right|
                  
                  \\
                  {a}^{2} + 0.005555555555555556 \cdot \left(\left(angle\_m \cdot 0.005555555555555556\right) \cdot \left(\left(\pi \cdot b\right) \cdot \left(\pi \cdot \left(angle\_m \cdot b\right)\right)\right)\right)
                  \end{array}
                  
                  Derivation
                  1. Initial program 80.5%

                    \[{\left(a \cdot \cos \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} \]
                  2. Step-by-step derivation
                    1. Simplified80.5%

                      \[\leadsto \color{blue}{{\left(a \cdot \cos \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2}} \]
                    2. Add Preprocessing
                    3. Taylor expanded in angle around 0 80.3%

                      \[\leadsto {\left(a \cdot \color{blue}{1}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
                    4. Taylor expanded in angle around 0 74.4%

                      \[\leadsto {\left(a \cdot 1\right)}^{2} + {\color{blue}{\left(0.005555555555555556 \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right)}}^{2} \]
                    5. Step-by-step derivation
                      1. unpow274.4%

                        \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{\left(0.005555555555555556 \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right) \cdot \left(0.005555555555555556 \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right)} \]
                      2. associate-*r*74.4%

                        \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{\left(\left(0.005555555555555556 \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right) \cdot 0.005555555555555556\right) \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)} \]
                      3. associate-*r*74.5%

                        \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(\color{blue}{\left(\left(0.005555555555555556 \cdot angle\right) \cdot \left(b \cdot \pi\right)\right)} \cdot 0.005555555555555556\right) \cdot \left(angle \cdot \left(b \cdot \pi\right)\right) \]
                      4. *-commutative74.5%

                        \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(\left(\color{blue}{\left(angle \cdot 0.005555555555555556\right)} \cdot \left(b \cdot \pi\right)\right) \cdot 0.005555555555555556\right) \cdot \left(angle \cdot \left(b \cdot \pi\right)\right) \]
                      5. *-commutative74.5%

                        \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(\left(\left(angle \cdot 0.005555555555555556\right) \cdot \color{blue}{\left(\pi \cdot b\right)}\right) \cdot 0.005555555555555556\right) \cdot \left(angle \cdot \left(b \cdot \pi\right)\right) \]
                      6. *-commutative74.5%

                        \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(\left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot 0.005555555555555556\right) \cdot \left(angle \cdot \color{blue}{\left(\pi \cdot b\right)}\right) \]
                    6. Applied egg-rr74.5%

                      \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{\left(\left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot 0.005555555555555556\right) \cdot \left(angle \cdot \left(\pi \cdot b\right)\right)} \]
                    7. Step-by-step derivation
                      1. associate-*l*74.5%

                        \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{\left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot \left(0.005555555555555556 \cdot \left(angle \cdot \left(\pi \cdot b\right)\right)\right)} \]
                      2. *-commutative74.5%

                        \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot \color{blue}{\left(\left(angle \cdot \left(\pi \cdot b\right)\right) \cdot 0.005555555555555556\right)} \]
                      3. associate-*l*74.5%

                        \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{\left(\left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot \left(angle \cdot \left(\pi \cdot b\right)\right)\right) \cdot 0.005555555555555556} \]
                      4. *-commutative74.5%

                        \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{0.005555555555555556 \cdot \left(\left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot \left(angle \cdot \left(\pi \cdot b\right)\right)\right)} \]
                      5. associate-*l*73.4%

                        \[\leadsto {\left(a \cdot 1\right)}^{2} + 0.005555555555555556 \cdot \color{blue}{\left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\left(\pi \cdot b\right) \cdot \left(angle \cdot \left(\pi \cdot b\right)\right)\right)\right)} \]
                    8. Simplified73.4%

                      \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{0.005555555555555556 \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\left(\pi \cdot b\right) \cdot \left(angle \cdot \left(\pi \cdot b\right)\right)\right)\right)} \]
                    9. Taylor expanded in angle around 0 73.4%

                      \[\leadsto {\left(a \cdot 1\right)}^{2} + 0.005555555555555556 \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\left(\pi \cdot b\right) \cdot \color{blue}{\left(angle \cdot \left(b \cdot \pi\right)\right)}\right)\right) \]
                    10. Step-by-step derivation
                      1. *-commutative73.4%

                        \[\leadsto {\left(a \cdot 1\right)}^{2} + 0.005555555555555556 \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\left(\pi \cdot b\right) \cdot \left(angle \cdot \color{blue}{\left(\pi \cdot b\right)}\right)\right)\right) \]
                      2. *-commutative73.4%

                        \[\leadsto {\left(a \cdot 1\right)}^{2} + 0.005555555555555556 \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\left(\pi \cdot b\right) \cdot \color{blue}{\left(\left(\pi \cdot b\right) \cdot angle\right)}\right)\right) \]
                      3. associate-*r*73.4%

                        \[\leadsto {\left(a \cdot 1\right)}^{2} + 0.005555555555555556 \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\left(\pi \cdot b\right) \cdot \color{blue}{\left(\pi \cdot \left(b \cdot angle\right)\right)}\right)\right) \]
                      4. *-commutative73.4%

                        \[\leadsto {\left(a \cdot 1\right)}^{2} + 0.005555555555555556 \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\left(\pi \cdot b\right) \cdot \left(\pi \cdot \color{blue}{\left(angle \cdot b\right)}\right)\right)\right) \]
                    11. Simplified73.4%

                      \[\leadsto {\left(a \cdot 1\right)}^{2} + 0.005555555555555556 \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\left(\pi \cdot b\right) \cdot \color{blue}{\left(\pi \cdot \left(angle \cdot b\right)\right)}\right)\right) \]
                    12. Final simplification73.4%

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

                    Alternative 11: 74.7% accurate, 3.5× speedup?

                    \[\begin{array}{l} angle_m = \left|angle\right| \\ \begin{array}{l} t_0 := \left(angle\_m \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\\ {a}^{2} + t\_0 \cdot t\_0 \end{array} \end{array} \]
                    angle_m = (fabs.f64 angle)
                    (FPCore (a b angle_m)
                     :precision binary64
                     (let* ((t_0 (* (* angle_m 0.005555555555555556) (* PI b))))
                       (+ (pow a 2.0) (* t_0 t_0))))
                    angle_m = fabs(angle);
                    double code(double a, double b, double angle_m) {
                    	double t_0 = (angle_m * 0.005555555555555556) * (((double) M_PI) * b);
                    	return pow(a, 2.0) + (t_0 * t_0);
                    }
                    
                    angle_m = Math.abs(angle);
                    public static double code(double a, double b, double angle_m) {
                    	double t_0 = (angle_m * 0.005555555555555556) * (Math.PI * b);
                    	return Math.pow(a, 2.0) + (t_0 * t_0);
                    }
                    
                    angle_m = math.fabs(angle)
                    def code(a, b, angle_m):
                    	t_0 = (angle_m * 0.005555555555555556) * (math.pi * b)
                    	return math.pow(a, 2.0) + (t_0 * t_0)
                    
                    angle_m = abs(angle)
                    function code(a, b, angle_m)
                    	t_0 = Float64(Float64(angle_m * 0.005555555555555556) * Float64(pi * b))
                    	return Float64((a ^ 2.0) + Float64(t_0 * t_0))
                    end
                    
                    angle_m = abs(angle);
                    function tmp = code(a, b, angle_m)
                    	t_0 = (angle_m * 0.005555555555555556) * (pi * b);
                    	tmp = (a ^ 2.0) + (t_0 * t_0);
                    end
                    
                    angle_m = N[Abs[angle], $MachinePrecision]
                    code[a_, b_, angle$95$m_] := Block[{t$95$0 = N[(N[(angle$95$m * 0.005555555555555556), $MachinePrecision] * N[(Pi * b), $MachinePrecision]), $MachinePrecision]}, N[(N[Power[a, 2.0], $MachinePrecision] + N[(t$95$0 * t$95$0), $MachinePrecision]), $MachinePrecision]]
                    
                    \begin{array}{l}
                    angle_m = \left|angle\right|
                    
                    \\
                    \begin{array}{l}
                    t_0 := \left(angle\_m \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\\
                    {a}^{2} + t\_0 \cdot t\_0
                    \end{array}
                    \end{array}
                    
                    Derivation
                    1. Initial program 80.5%

                      \[{\left(a \cdot \cos \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} \]
                    2. Step-by-step derivation
                      1. Simplified80.5%

                        \[\leadsto \color{blue}{{\left(a \cdot \cos \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2}} \]
                      2. Add Preprocessing
                      3. Taylor expanded in angle around 0 80.3%

                        \[\leadsto {\left(a \cdot \color{blue}{1}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
                      4. Taylor expanded in angle around 0 74.4%

                        \[\leadsto {\left(a \cdot 1\right)}^{2} + {\color{blue}{\left(0.005555555555555556 \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right)}}^{2} \]
                      5. Step-by-step derivation
                        1. unpow274.4%

                          \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{\left(0.005555555555555556 \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right) \cdot \left(0.005555555555555556 \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right)} \]
                        2. associate-*r*74.5%

                          \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{\left(\left(0.005555555555555556 \cdot angle\right) \cdot \left(b \cdot \pi\right)\right)} \cdot \left(0.005555555555555556 \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right) \]
                        3. *-commutative74.5%

                          \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(\color{blue}{\left(angle \cdot 0.005555555555555556\right)} \cdot \left(b \cdot \pi\right)\right) \cdot \left(0.005555555555555556 \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right) \]
                        4. *-commutative74.5%

                          \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(\left(angle \cdot 0.005555555555555556\right) \cdot \color{blue}{\left(\pi \cdot b\right)}\right) \cdot \left(0.005555555555555556 \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right) \]
                        5. associate-*r*74.5%

                          \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot \color{blue}{\left(\left(0.005555555555555556 \cdot angle\right) \cdot \left(b \cdot \pi\right)\right)} \]
                        6. *-commutative74.5%

                          \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot \left(\color{blue}{\left(angle \cdot 0.005555555555555556\right)} \cdot \left(b \cdot \pi\right)\right) \]
                        7. *-commutative74.5%

                          \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot \color{blue}{\left(\pi \cdot b\right)}\right) \]
                      6. Applied egg-rr74.5%

                        \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{\left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot \left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right)} \]
                      7. Final simplification74.5%

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

                      Alternative 12: 74.7% accurate, 3.5× speedup?

                      \[\begin{array}{l} angle_m = \left|angle\right| \\ {a}^{2} + 0.005555555555555556 \cdot \left(\left(\left(angle\_m \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot \left(angle\_m \cdot \left(\pi \cdot b\right)\right)\right) \end{array} \]
                      angle_m = (fabs.f64 angle)
                      (FPCore (a b angle_m)
                       :precision binary64
                       (+
                        (pow a 2.0)
                        (*
                         0.005555555555555556
                         (* (* (* angle_m 0.005555555555555556) (* PI b)) (* angle_m (* PI b))))))
                      angle_m = fabs(angle);
                      double code(double a, double b, double angle_m) {
                      	return pow(a, 2.0) + (0.005555555555555556 * (((angle_m * 0.005555555555555556) * (((double) M_PI) * b)) * (angle_m * (((double) M_PI) * b))));
                      }
                      
                      angle_m = Math.abs(angle);
                      public static double code(double a, double b, double angle_m) {
                      	return Math.pow(a, 2.0) + (0.005555555555555556 * (((angle_m * 0.005555555555555556) * (Math.PI * b)) * (angle_m * (Math.PI * b))));
                      }
                      
                      angle_m = math.fabs(angle)
                      def code(a, b, angle_m):
                      	return math.pow(a, 2.0) + (0.005555555555555556 * (((angle_m * 0.005555555555555556) * (math.pi * b)) * (angle_m * (math.pi * b))))
                      
                      angle_m = abs(angle)
                      function code(a, b, angle_m)
                      	return Float64((a ^ 2.0) + Float64(0.005555555555555556 * Float64(Float64(Float64(angle_m * 0.005555555555555556) * Float64(pi * b)) * Float64(angle_m * Float64(pi * b)))))
                      end
                      
                      angle_m = abs(angle);
                      function tmp = code(a, b, angle_m)
                      	tmp = (a ^ 2.0) + (0.005555555555555556 * (((angle_m * 0.005555555555555556) * (pi * b)) * (angle_m * (pi * b))));
                      end
                      
                      angle_m = N[Abs[angle], $MachinePrecision]
                      code[a_, b_, angle$95$m_] := N[(N[Power[a, 2.0], $MachinePrecision] + N[(0.005555555555555556 * N[(N[(N[(angle$95$m * 0.005555555555555556), $MachinePrecision] * N[(Pi * b), $MachinePrecision]), $MachinePrecision] * N[(angle$95$m * N[(Pi * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
                      
                      \begin{array}{l}
                      angle_m = \left|angle\right|
                      
                      \\
                      {a}^{2} + 0.005555555555555556 \cdot \left(\left(\left(angle\_m \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot \left(angle\_m \cdot \left(\pi \cdot b\right)\right)\right)
                      \end{array}
                      
                      Derivation
                      1. Initial program 80.5%

                        \[{\left(a \cdot \cos \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \frac{angle}{180}\right)\right)}^{2} \]
                      2. Step-by-step derivation
                        1. Simplified80.5%

                          \[\leadsto \color{blue}{{\left(a \cdot \cos \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2}} \]
                        2. Add Preprocessing
                        3. Taylor expanded in angle around 0 80.3%

                          \[\leadsto {\left(a \cdot \color{blue}{1}\right)}^{2} + {\left(b \cdot \sin \left(\pi \cdot \left(angle \cdot 0.005555555555555556\right)\right)\right)}^{2} \]
                        4. Taylor expanded in angle around 0 74.4%

                          \[\leadsto {\left(a \cdot 1\right)}^{2} + {\color{blue}{\left(0.005555555555555556 \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right)}}^{2} \]
                        5. Step-by-step derivation
                          1. unpow274.4%

                            \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{\left(0.005555555555555556 \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right) \cdot \left(0.005555555555555556 \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right)} \]
                          2. *-commutative74.4%

                            \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(0.005555555555555556 \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right) \cdot \color{blue}{\left(\left(angle \cdot \left(b \cdot \pi\right)\right) \cdot 0.005555555555555556\right)} \]
                          3. associate-*r*74.5%

                            \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{\left(\left(0.005555555555555556 \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right) \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right) \cdot 0.005555555555555556} \]
                          4. associate-*r*74.5%

                            \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(\color{blue}{\left(\left(0.005555555555555556 \cdot angle\right) \cdot \left(b \cdot \pi\right)\right)} \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right) \cdot 0.005555555555555556 \]
                          5. *-commutative74.5%

                            \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(\left(\color{blue}{\left(angle \cdot 0.005555555555555556\right)} \cdot \left(b \cdot \pi\right)\right) \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right) \cdot 0.005555555555555556 \]
                          6. *-commutative74.5%

                            \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(\left(\left(angle \cdot 0.005555555555555556\right) \cdot \color{blue}{\left(\pi \cdot b\right)}\right) \cdot \left(angle \cdot \left(b \cdot \pi\right)\right)\right) \cdot 0.005555555555555556 \]
                          7. *-commutative74.5%

                            \[\leadsto {\left(a \cdot 1\right)}^{2} + \left(\left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot \left(angle \cdot \color{blue}{\left(\pi \cdot b\right)}\right)\right) \cdot 0.005555555555555556 \]
                        6. Applied egg-rr74.5%

                          \[\leadsto {\left(a \cdot 1\right)}^{2} + \color{blue}{\left(\left(\left(angle \cdot 0.005555555555555556\right) \cdot \left(\pi \cdot b\right)\right) \cdot \left(angle \cdot \left(\pi \cdot b\right)\right)\right) \cdot 0.005555555555555556} \]
                        7. Final simplification74.5%

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

                        Reproduce

                        ?
                        herbie shell --seed 2024067 
                        (FPCore (a b angle)
                          :name "ab-angle->ABCF C"
                          :precision binary64
                          (+ (pow (* a (cos (* PI (/ angle 180.0)))) 2.0) (pow (* b (sin (* PI (/ angle 180.0)))) 2.0)))