Average Error: 4.1 → 3.2
Time: 13.9s
Precision: binary64
\[\frac{\sin ky}{\sqrt{{\sin kx}^{2} + {\sin ky}^{2}}} \cdot \sin th\]
↓
\[\begin{array}{l} \mathbf{if}\;\frac{\sin ky}{\sqrt{{\sin kx}^{2} + {\sin ky}^{2}}} \leq -\infty:\\ \;\;\;\;\frac{\sin ky}{\sin kx} \cdot \sin th\\ \mathbf{elif}\;\frac{\sin ky}{\sqrt{{\sin kx}^{2} + {\sin ky}^{2}}} \leq 0.9801912238746302:\\ \;\;\;\;\frac{\sin ky}{\sqrt{{\sin kx}^{2} + {\sin ky}^{2}}} \cdot \sin th\\ \mathbf{else}:\\ \;\;\;\;\sin th \cdot \frac{\sin ky}{\sin ky + 0.5 \cdot \frac{kx \cdot kx}{\sin ky}}\\ \end{array}\]
\frac{\sin ky}{\sqrt{{\sin kx}^{2} + {\sin ky}^{2}}} \cdot \sin th
↓
\begin{array}{l}
\mathbf{if}\;\frac{\sin ky}{\sqrt{{\sin kx}^{2} + {\sin ky}^{2}}} \leq -\infty:\\
\;\;\;\;\frac{\sin ky}{\sin kx} \cdot \sin th\\

\mathbf{elif}\;\frac{\sin ky}{\sqrt{{\sin kx}^{2} + {\sin ky}^{2}}} \leq 0.9801912238746302:\\
\;\;\;\;\frac{\sin ky}{\sqrt{{\sin kx}^{2} + {\sin ky}^{2}}} \cdot \sin th\\

\mathbf{else}:\\
\;\;\;\;\sin th \cdot \frac{\sin ky}{\sin ky + 0.5 \cdot \frac{kx \cdot kx}{\sin ky}}\\

\end{array}
(FPCore (kx ky th)
 :precision binary64
 (* (/ (sin ky) (sqrt (+ (pow (sin kx) 2.0) (pow (sin ky) 2.0)))) (sin th)))
↓
(FPCore (kx ky th)
 :precision binary64
 (if (<=
      (/ (sin ky) (sqrt (+ (pow (sin kx) 2.0) (pow (sin ky) 2.0))))
      (- INFINITY))
   (* (/ (sin ky) (sin kx)) (sin th))
   (if (<=
        (/ (sin ky) (sqrt (+ (pow (sin kx) 2.0) (pow (sin ky) 2.0))))
        0.9801912238746302)
     (* (/ (sin ky) (sqrt (+ (pow (sin kx) 2.0) (pow (sin ky) 2.0)))) (sin th))
     (* (sin th) (/ (sin ky) (+ (sin ky) (* 0.5 (/ (* kx kx) (sin ky)))))))))
double code(double kx, double ky, double th) {
	return (sin(ky) / sqrt(pow(sin(kx), 2.0) + pow(sin(ky), 2.0))) * sin(th);
}
↓
double code(double kx, double ky, double th) {
	double tmp;
	if ((sin(ky) / sqrt(pow(sin(kx), 2.0) + pow(sin(ky), 2.0))) <= -((double) INFINITY)) {
		tmp = (sin(ky) / sin(kx)) * sin(th);
	} else if ((sin(ky) / sqrt(pow(sin(kx), 2.0) + pow(sin(ky), 2.0))) <= 0.9801912238746302) {
		tmp = (sin(ky) / sqrt(pow(sin(kx), 2.0) + pow(sin(ky), 2.0))) * sin(th);
	} else {
		tmp = sin(th) * (sin(ky) / (sin(ky) + (0.5 * ((kx * kx) / sin(ky)))));
	}
	return tmp;
}

Error

Bits error versus kx

Bits error versus ky

Bits error versus th

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Derivation

  1. Split input into 3 regimes

  2. if (/.f64 (sin.f64 ky) (sqrt.f64 (+.f64 (pow.f64 (sin.f64 kx) 2) (pow.f64 (sin.f64 ky) 2)))) < -inf.0

    1. Initial program 64.0

      \[\frac{\sin ky}{\sqrt{{\sin kx}^{2} + {\sin ky}^{2}}} \cdot \sin th\]

    2. Taylor expanded around 0 45.4

      \[\leadsto \frac{\sin ky}{\color{blue}{\sin kx}} \cdot \sin th\]

    if -inf.0 < (/.f64 (sin.f64 ky) (sqrt.f64 (+.f64 (pow.f64 (sin.f64 kx) 2) (pow.f64 (sin.f64 ky) 2)))) < 0.9801912238746302

    1. Initial program 0.4

      \[\frac{\sin ky}{\sqrt{{\sin kx}^{2} + {\sin ky}^{2}}} \cdot \sin th\]
    2. Using strategy rm

    3. Applied add-cube-cbrt_binary640.9

      \[\leadsto \frac{\sin ky}{\sqrt{{\color{blue}{\left(\left(\sqrt[3]{\sin kx} \cdot \sqrt[3]{\sin kx}\right) \cdot \sqrt[3]{\sin kx}\right)}}^{2} + {\sin ky}^{2}}} \cdot \sin th\]

    4. Applied unpow-prod-down_binary640.9

      \[\leadsto \frac{\sin ky}{\sqrt{\color{blue}{{\left(\sqrt[3]{\sin kx} \cdot \sqrt[3]{\sin kx}\right)}^{2} \cdot {\left(\sqrt[3]{\sin kx}\right)}^{2}} + {\sin ky}^{2}}} \cdot \sin th\]

    5. Simplified0.9

      \[\leadsto \frac{\sin ky}{\sqrt{\color{blue}{{\left(\sqrt[3]{\sin kx}\right)}^{4}} \cdot {\left(\sqrt[3]{\sin kx}\right)}^{2} + {\sin ky}^{2}}} \cdot \sin th\]
    6. Using strategy rm

    7. Applied *-un-lft-identity_binary640.9

      \[\leadsto \frac{\sin ky}{\sqrt{\color{blue}{1 \cdot \left({\left(\sqrt[3]{\sin kx}\right)}^{4} \cdot {\left(\sqrt[3]{\sin kx}\right)}^{2} + {\sin ky}^{2}\right)}}} \cdot \sin th\]

    8. Applied sqrt-prod_binary640.9

      \[\leadsto \frac{\sin ky}{\color{blue}{\sqrt{1} \cdot \sqrt{{\left(\sqrt[3]{\sin kx}\right)}^{4} \cdot {\left(\sqrt[3]{\sin kx}\right)}^{2} + {\sin ky}^{2}}}} \cdot \sin th\]

    9. Simplified0.9

      \[\leadsto \frac{\sin ky}{\color{blue}{1} \cdot \sqrt{{\left(\sqrt[3]{\sin kx}\right)}^{4} \cdot {\left(\sqrt[3]{\sin kx}\right)}^{2} + {\sin ky}^{2}}} \cdot \sin th\]

    10. Simplified0.4

      \[\leadsto \frac{\sin ky}{1 \cdot \color{blue}{\sqrt{{\sin kx}^{2} + {\sin ky}^{2}}}} \cdot \sin th\]

    if 0.9801912238746302 < (/.f64 (sin.f64 ky) (sqrt.f64 (+.f64 (pow.f64 (sin.f64 kx) 2) (pow.f64 (sin.f64 ky) 2))))

    1. Initial program 9.4

      \[\frac{\sin ky}{\sqrt{{\sin kx}^{2} + {\sin ky}^{2}}} \cdot \sin th\]

    2. Taylor expanded around 0 7.4

      \[\leadsto \frac{\sin ky}{\color{blue}{0.5 \cdot \frac{{kx}^{2}}{\sin ky} + \sin ky}} \cdot \sin th\]

    3. Simplified7.4

      \[\leadsto \frac{\sin ky}{\color{blue}{\sin ky + 0.5 \cdot \frac{kx \cdot kx}{\sin ky}}} \cdot \sin th\]
  3. Recombined 3 regimes into one program.

  4. Final simplification3.2

    \[\leadsto \begin{array}{l} \mathbf{if}\;\frac{\sin ky}{\sqrt{{\sin kx}^{2} + {\sin ky}^{2}}} \leq -\infty:\\ \;\;\;\;\frac{\sin ky}{\sin kx} \cdot \sin th\\ \mathbf{elif}\;\frac{\sin ky}{\sqrt{{\sin kx}^{2} + {\sin ky}^{2}}} \leq 0.9801912238746302:\\ \;\;\;\;\frac{\sin ky}{\sqrt{{\sin kx}^{2} + {\sin ky}^{2}}} \cdot \sin th\\ \mathbf{else}:\\ \;\;\;\;\sin th \cdot \frac{\sin ky}{\sin ky + 0.5 \cdot \frac{kx \cdot kx}{\sin ky}}\\ \end{array}\]

Reproduce

herbie shell --seed 2021147 
(FPCore (kx ky th)
  :name "Toniolo and Linder, Equation (3b), real"
  :precision binary64
  (* (/ (sin ky) (sqrt (+ (pow (sin kx) 2.0) (pow (sin ky) 2.0)))) (sin th)))