Diagrams.TwoD.Path.Metafont.Internal:hobbyF from diagrams-contrib-1.3.0.5

?

Percentage Accurate: 99.3% → 99.4%
Time: 32.8s
Precision: binary64
Cost: 98112

?

\[\frac{2 + \left(\left(\sqrt{2} \cdot \left(\sin x - \frac{\sin y}{16}\right)\right) \cdot \left(\sin y - \frac{\sin x}{16}\right)\right) \cdot \left(\cos x - \cos y\right)}{3 \cdot \left(\left(1 + \frac{\sqrt{5} - 1}{2} \cdot \cos x\right) + \frac{3 - \sqrt{5}}{2} \cdot \cos y\right)} \]
\[\frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{9}{\mathsf{fma}\left(1.5, \sqrt{5}, 4.5\right)}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]
(FPCore (x y)
 :precision binary64
 (/
  (+
   2.0
   (*
    (*
     (* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0)))
     (- (sin y) (/ (sin x) 16.0)))
    (- (cos x) (cos y))))
  (*
   3.0
   (+
    (+ 1.0 (* (/ (- (sqrt 5.0) 1.0) 2.0) (cos x)))
    (* (/ (- 3.0 (sqrt 5.0)) 2.0) (cos y))))))
(FPCore (x y)
 :precision binary64
 (/
  (fma
   (sqrt 2.0)
   (*
    (- (sin y) (/ (sin x) 16.0))
    (* (- (sin x) (/ (sin y) 16.0)) (- (cos x) (cos y))))
   2.0)
  (+
   3.0
   (fma
    (cos y)
    (/ 9.0 (fma 1.5 (sqrt 5.0) 4.5))
    (* (cos x) (/ 9.0 (fma (sqrt 5.0) 1.5 1.5)))))))
double code(double x, double y) {
	return (2.0 + (((sqrt(2.0) * (sin(x) - (sin(y) / 16.0))) * (sin(y) - (sin(x) / 16.0))) * (cos(x) - cos(y)))) / (3.0 * ((1.0 + (((sqrt(5.0) - 1.0) / 2.0) * cos(x))) + (((3.0 - sqrt(5.0)) / 2.0) * cos(y))));
}
double code(double x, double y) {
	return fma(sqrt(2.0), ((sin(y) - (sin(x) / 16.0)) * ((sin(x) - (sin(y) / 16.0)) * (cos(x) - cos(y)))), 2.0) / (3.0 + fma(cos(y), (9.0 / fma(1.5, sqrt(5.0), 4.5)), (cos(x) * (9.0 / fma(sqrt(5.0), 1.5, 1.5)))));
}
function code(x, y)
	return Float64(Float64(2.0 + Float64(Float64(Float64(sqrt(2.0) * Float64(sin(x) - Float64(sin(y) / 16.0))) * Float64(sin(y) - Float64(sin(x) / 16.0))) * Float64(cos(x) - cos(y)))) / Float64(3.0 * Float64(Float64(1.0 + Float64(Float64(Float64(sqrt(5.0) - 1.0) / 2.0) * cos(x))) + Float64(Float64(Float64(3.0 - sqrt(5.0)) / 2.0) * cos(y)))))
end
function code(x, y)
	return Float64(fma(sqrt(2.0), Float64(Float64(sin(y) - Float64(sin(x) / 16.0)) * Float64(Float64(sin(x) - Float64(sin(y) / 16.0)) * Float64(cos(x) - cos(y)))), 2.0) / Float64(3.0 + fma(cos(y), Float64(9.0 / fma(1.5, sqrt(5.0), 4.5)), Float64(cos(x) * Float64(9.0 / fma(sqrt(5.0), 1.5, 1.5))))))
end
code[x_, y_] := N[(N[(2.0 + N[(N[(N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[Sin[x], $MachinePrecision] - N[(N[Sin[y], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[Sin[y], $MachinePrecision] - N[(N[Sin[x], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[Cos[x], $MachinePrecision] - N[Cos[y], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * N[(N[(1.0 + N[(N[(N[(N[Sqrt[5.0], $MachinePrecision] - 1.0), $MachinePrecision] / 2.0), $MachinePrecision] * N[Cos[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[(3.0 - N[Sqrt[5.0], $MachinePrecision]), $MachinePrecision] / 2.0), $MachinePrecision] * N[Cos[y], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
code[x_, y_] := N[(N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[(N[Sin[y], $MachinePrecision] - N[(N[Sin[x], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision] * N[(N[(N[Sin[x], $MachinePrecision] - N[(N[Sin[y], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision] * N[(N[Cos[x], $MachinePrecision] - N[Cos[y], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + 2.0), $MachinePrecision] / N[(3.0 + N[(N[Cos[y], $MachinePrecision] * N[(9.0 / N[(1.5 * N[Sqrt[5.0], $MachinePrecision] + 4.5), $MachinePrecision]), $MachinePrecision] + N[(N[Cos[x], $MachinePrecision] * N[(9.0 / N[(N[Sqrt[5.0], $MachinePrecision] * 1.5 + 1.5), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\frac{2 + \left(\left(\sqrt{2} \cdot \left(\sin x - \frac{\sin y}{16}\right)\right) \cdot \left(\sin y - \frac{\sin x}{16}\right)\right) \cdot \left(\cos x - \cos y\right)}{3 \cdot \left(\left(1 + \frac{\sqrt{5} - 1}{2} \cdot \cos x\right) + \frac{3 - \sqrt{5}}{2} \cdot \cos y\right)}
\frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{9}{\mathsf{fma}\left(1.5, \sqrt{5}, 4.5\right)}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)}

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.

Herbie found 23 alternatives:

AlternativeAccuracySpeedup

Accuracy vs Speed

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.

Bogosity?

Bogosity

Derivation?

  1. Initial program 99.3%

    \[\frac{2 + \left(\left(\sqrt{2} \cdot \left(\sin x - \frac{\sin y}{16}\right)\right) \cdot \left(\sin y - \frac{\sin x}{16}\right)\right) \cdot \left(\cos x - \cos y\right)}{3 \cdot \left(\left(1 + \frac{\sqrt{5} - 1}{2} \cdot \cos x\right) + \frac{3 - \sqrt{5}}{2} \cdot \cos y\right)} \]
  2. Simplified99.3%

    \[\leadsto \color{blue}{\frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \frac{\cos x \cdot \left(\sqrt{5} + -1\right)}{0.6666666666666666}\right)}} \]
    Step-by-step derivation

    [Start]99.3%

    \[ \frac{2 + \left(\left(\sqrt{2} \cdot \left(\sin x - \frac{\sin y}{16}\right)\right) \cdot \left(\sin y - \frac{\sin x}{16}\right)\right) \cdot \left(\cos x - \cos y\right)}{3 \cdot \left(\left(1 + \frac{\sqrt{5} - 1}{2} \cdot \cos x\right) + \frac{3 - \sqrt{5}}{2} \cdot \cos y\right)} \]
  3. Taylor expanded in x around inf 99.4%

    \[\leadsto \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \color{blue}{1.5 \cdot \left(\left(\sqrt{5} - 1\right) \cdot \cos x\right)}\right)} \]
  4. Simplified99.4%

    \[\leadsto \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \color{blue}{\cos x \cdot \left(1.5 \cdot \sqrt{5} + -1.5\right)}\right)} \]
    Step-by-step derivation

    [Start]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, 1.5 \cdot \left(\left(\sqrt{5} - 1\right) \cdot \cos x\right)\right)} \]

    associate-*r* [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \color{blue}{\left(1.5 \cdot \left(\sqrt{5} - 1\right)\right) \cdot \cos x}\right)} \]

    *-commutative [<=]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \color{blue}{\cos x \cdot \left(1.5 \cdot \left(\sqrt{5} - 1\right)\right)}\right)} \]

    sub-neg [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \left(1.5 \cdot \color{blue}{\left(\sqrt{5} + \left(-1\right)\right)}\right)\right)} \]

    metadata-eval [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \left(1.5 \cdot \left(\sqrt{5} + \color{blue}{-1}\right)\right)\right)} \]

    distribute-lft-in [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \color{blue}{\left(1.5 \cdot \sqrt{5} + 1.5 \cdot -1\right)}\right)} \]

    metadata-eval [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \left(1.5 \cdot \sqrt{5} + \color{blue}{-1.5}\right)\right)} \]
  5. Applied egg-rr99.2%

    \[\leadsto \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \color{blue}{\frac{\left(1.5 \cdot \sqrt{5}\right) \cdot \left(1.5 \cdot \sqrt{5}\right) - 2.25}{1.5 \cdot \sqrt{5} - -1.5}}\right)} \]
    Step-by-step derivation

    [Start]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \left(1.5 \cdot \sqrt{5} + -1.5\right)\right)} \]

    flip-+ [=>]99.2%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \color{blue}{\frac{\left(1.5 \cdot \sqrt{5}\right) \cdot \left(1.5 \cdot \sqrt{5}\right) - -1.5 \cdot -1.5}{1.5 \cdot \sqrt{5} - -1.5}}\right)} \]

    metadata-eval [=>]99.2%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \frac{\left(1.5 \cdot \sqrt{5}\right) \cdot \left(1.5 \cdot \sqrt{5}\right) - \color{blue}{2.25}}{1.5 \cdot \sqrt{5} - -1.5}\right)} \]
  6. Simplified99.4%

    \[\leadsto \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \color{blue}{\frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}}\right)} \]
    Step-by-step derivation

    [Start]99.2%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \frac{\left(1.5 \cdot \sqrt{5}\right) \cdot \left(1.5 \cdot \sqrt{5}\right) - 2.25}{1.5 \cdot \sqrt{5} - -1.5}\right)} \]

    sub-neg [=>]99.2%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \frac{\color{blue}{\left(1.5 \cdot \sqrt{5}\right) \cdot \left(1.5 \cdot \sqrt{5}\right) + \left(-2.25\right)}}{1.5 \cdot \sqrt{5} - -1.5}\right)} \]

    +-commutative [=>]99.2%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \frac{\color{blue}{\left(-2.25\right) + \left(1.5 \cdot \sqrt{5}\right) \cdot \left(1.5 \cdot \sqrt{5}\right)}}{1.5 \cdot \sqrt{5} - -1.5}\right)} \]

    metadata-eval [=>]99.2%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \frac{\color{blue}{-2.25} + \left(1.5 \cdot \sqrt{5}\right) \cdot \left(1.5 \cdot \sqrt{5}\right)}{1.5 \cdot \sqrt{5} - -1.5}\right)} \]

    swap-sqr [=>]99.2%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \frac{-2.25 + \color{blue}{\left(1.5 \cdot 1.5\right) \cdot \left(\sqrt{5} \cdot \sqrt{5}\right)}}{1.5 \cdot \sqrt{5} - -1.5}\right)} \]

    metadata-eval [=>]99.2%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \frac{-2.25 + \color{blue}{2.25} \cdot \left(\sqrt{5} \cdot \sqrt{5}\right)}{1.5 \cdot \sqrt{5} - -1.5}\right)} \]

    *-commutative [=>]99.2%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \frac{-2.25 + \color{blue}{\left(\sqrt{5} \cdot \sqrt{5}\right) \cdot 2.25}}{1.5 \cdot \sqrt{5} - -1.5}\right)} \]

    rem-square-sqrt [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \frac{-2.25 + \color{blue}{5} \cdot 2.25}{1.5 \cdot \sqrt{5} - -1.5}\right)} \]

    metadata-eval [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \frac{-2.25 + \color{blue}{11.25}}{1.5 \cdot \sqrt{5} - -1.5}\right)} \]

    metadata-eval [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \frac{\color{blue}{9}}{1.5 \cdot \sqrt{5} - -1.5}\right)} \]

    *-commutative [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \frac{9}{\color{blue}{\sqrt{5} \cdot 1.5} - -1.5}\right)} \]

    fma-neg [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \frac{9}{\color{blue}{\mathsf{fma}\left(\sqrt{5}, 1.5, --1.5\right)}}\right)} \]

    metadata-eval [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, \color{blue}{1.5}\right)}\right)} \]
  7. Applied egg-rr99.4%

    \[\leadsto \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \color{blue}{\frac{20.25 - \left(\sqrt{5} \cdot 1.5\right) \cdot \left(\sqrt{5} \cdot 1.5\right)}{4.5 + \sqrt{5} \cdot 1.5}}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]
    Step-by-step derivation

    [Start]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]

    flip-- [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \color{blue}{\frac{4.5 \cdot 4.5 - \frac{\sqrt{5}}{0.6666666666666666} \cdot \frac{\sqrt{5}}{0.6666666666666666}}{4.5 + \frac{\sqrt{5}}{0.6666666666666666}}}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]

    metadata-eval [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{\color{blue}{20.25} - \frac{\sqrt{5}}{0.6666666666666666} \cdot \frac{\sqrt{5}}{0.6666666666666666}}{4.5 + \frac{\sqrt{5}}{0.6666666666666666}}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]

    div-inv [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{20.25 - \color{blue}{\left(\sqrt{5} \cdot \frac{1}{0.6666666666666666}\right)} \cdot \frac{\sqrt{5}}{0.6666666666666666}}{4.5 + \frac{\sqrt{5}}{0.6666666666666666}}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]

    metadata-eval [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{20.25 - \left(\sqrt{5} \cdot \color{blue}{1.5}\right) \cdot \frac{\sqrt{5}}{0.6666666666666666}}{4.5 + \frac{\sqrt{5}}{0.6666666666666666}}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]

    div-inv [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{20.25 - \left(\sqrt{5} \cdot 1.5\right) \cdot \color{blue}{\left(\sqrt{5} \cdot \frac{1}{0.6666666666666666}\right)}}{4.5 + \frac{\sqrt{5}}{0.6666666666666666}}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]

    metadata-eval [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{20.25 - \left(\sqrt{5} \cdot 1.5\right) \cdot \left(\sqrt{5} \cdot \color{blue}{1.5}\right)}{4.5 + \frac{\sqrt{5}}{0.6666666666666666}}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]

    div-inv [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{20.25 - \left(\sqrt{5} \cdot 1.5\right) \cdot \left(\sqrt{5} \cdot 1.5\right)}{4.5 + \color{blue}{\sqrt{5} \cdot \frac{1}{0.6666666666666666}}}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]

    metadata-eval [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{20.25 - \left(\sqrt{5} \cdot 1.5\right) \cdot \left(\sqrt{5} \cdot 1.5\right)}{4.5 + \sqrt{5} \cdot \color{blue}{1.5}}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]
  8. Simplified99.4%

    \[\leadsto \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \color{blue}{\frac{9}{\mathsf{fma}\left(1.5, \sqrt{5}, 4.5\right)}}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]
    Step-by-step derivation

    [Start]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{20.25 - \left(\sqrt{5} \cdot 1.5\right) \cdot \left(\sqrt{5} \cdot 1.5\right)}{4.5 + \sqrt{5} \cdot 1.5}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]

    swap-sqr [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{20.25 - \color{blue}{\left(\sqrt{5} \cdot \sqrt{5}\right) \cdot \left(1.5 \cdot 1.5\right)}}{4.5 + \sqrt{5} \cdot 1.5}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]

    metadata-eval [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{20.25 - \left(\sqrt{5} \cdot \sqrt{5}\right) \cdot \color{blue}{2.25}}{4.5 + \sqrt{5} \cdot 1.5}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]

    rem-square-sqrt [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{20.25 - \color{blue}{5} \cdot 2.25}{4.5 + \sqrt{5} \cdot 1.5}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]

    cancel-sign-sub-inv [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{\color{blue}{20.25 + \left(-5\right) \cdot 2.25}}{4.5 + \sqrt{5} \cdot 1.5}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]

    metadata-eval [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{20.25 + \color{blue}{-5} \cdot 2.25}{4.5 + \sqrt{5} \cdot 1.5}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]

    metadata-eval [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{20.25 + \color{blue}{-11.25}}{4.5 + \sqrt{5} \cdot 1.5}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]

    metadata-eval [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{\color{blue}{9}}{4.5 + \sqrt{5} \cdot 1.5}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]

    +-commutative [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{9}{\color{blue}{\sqrt{5} \cdot 1.5 + 4.5}}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]

    *-commutative [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{9}{\color{blue}{1.5 \cdot \sqrt{5}} + 4.5}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]

    fma-def [=>]99.4%

    \[ \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{9}{\color{blue}{\mathsf{fma}\left(1.5, \sqrt{5}, 4.5\right)}}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]
  9. Final simplification99.4%

    \[\leadsto \frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{9}{\mathsf{fma}\left(1.5, \sqrt{5}, 4.5\right)}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]

Alternatives

Alternative 1
Accuracy99.4%
Cost98112
\[\frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, \frac{9}{\mathsf{fma}\left(1.5, \sqrt{5}, 4.5\right)}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]
Alternative 2
Accuracy99.4%
Cost91712
\[\frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \frac{9}{\mathsf{fma}\left(\sqrt{5}, 1.5, 1.5\right)}\right)} \]
Alternative 3
Accuracy99.3%
Cost85312
\[\frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\cos x - \cos y\right)\right), 2\right)}{3 + \mathsf{fma}\left(\cos y, 4.5 - \frac{\sqrt{5}}{0.6666666666666666}, \cos x \cdot \left(1.5 \cdot \sqrt{5} + -1.5\right)\right)} \]
Alternative 4
Accuracy99.3%
Cost73024
\[\frac{2 + \left(\cos x - \cos y\right) \cdot \left(\left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\sqrt{2} \cdot \left(\sin x - \frac{\sin y}{16}\right)\right)\right)}{3 \cdot \left(\left(1 + \cos x \cdot \frac{\sqrt{5} + -1}{2}\right) + \cos y \cdot \frac{\frac{4}{3 + \sqrt{5}}}{2}\right)} \]
Alternative 5
Accuracy99.3%
Cost72896
\[\begin{array}{l} t_0 := \frac{\sqrt{5}}{2}\\ \frac{2 + \left(\sqrt{2} \cdot \left(\sin x - \frac{\sin y}{16}\right)\right) \cdot \left(\left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\cos x - \cos y\right)\right)}{3 \cdot \left(1 + \left(\cos x \cdot \left(t_0 - 0.5\right) + \cos y \cdot \left(1.5 - t_0\right)\right)\right)} \end{array} \]
Alternative 6
Accuracy99.3%
Cost72896
\[\begin{array}{l} t_0 := \sqrt{5} \cdot 0.5\\ \frac{2 + \left(\sqrt{2} \cdot \left(\sin x - \frac{\sin y}{16}\right)\right) \cdot \left(\left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\cos x - \cos y\right)\right)}{3 \cdot \left(1 + \left(\frac{\cos y}{1.5 + t_0} + \cos x \cdot \left(t_0 - 0.5\right)\right)\right)} \end{array} \]
Alternative 7
Accuracy81.2%
Cost72772
\[\begin{array}{l} t_0 := \frac{\sqrt{5}}{2}\\ t_1 := \sin y - \frac{\sin x}{16}\\ t_2 := 2 + \left(t_1 \cdot \left(\cos x - \cos y\right)\right) \cdot \left(\sqrt{2} \cdot \sin x\right)\\ t_3 := \cos x \cdot \left(t_0 - 0.5\right)\\ \mathbf{if}\;x \leq -0.043:\\ \;\;\;\;\frac{t_2}{3 \cdot \left(1 + \left(t_3 + \cos y \cdot \frac{1}{\mathsf{fma}\left(0.5, \sqrt{5}, 1.5\right)}\right)\right)}\\ \mathbf{elif}\;x \leq 0.061:\\ \;\;\;\;\frac{2 + \left(t_1 \cdot \left(\sqrt{2} \cdot \left(\sin x - \frac{\sin y}{16}\right)\right)\right) \cdot \left(1 + \left(-0.5 \cdot \left(x \cdot x\right) - \cos y\right)\right)}{3 \cdot \left(\left(1 + \cos x \cdot \frac{\sqrt{5} + -1}{2}\right) + \cos y \cdot \frac{3 - \sqrt{5}}{2}\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{t_2}{3 \cdot \left(1 + \left(t_3 + \cos y \cdot \left(1.5 - t_0\right)\right)\right)}\\ \end{array} \]
Alternative 8
Accuracy81.2%
Cost67145
\[\begin{array}{l} t_0 := \frac{\sqrt{5}}{2}\\ t_1 := \sin y - \frac{\sin x}{16}\\ \mathbf{if}\;x \leq -0.03 \lor \neg \left(x \leq 0.072\right):\\ \;\;\;\;\frac{2 + \left(t_1 \cdot \left(\cos x - \cos y\right)\right) \cdot \left(\sqrt{2} \cdot \sin x\right)}{3 \cdot \left(1 + \left(\cos x \cdot \left(t_0 - 0.5\right) + \cos y \cdot \left(1.5 - t_0\right)\right)\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 + \left(t_1 \cdot \left(\sqrt{2} \cdot \left(\sin x - \frac{\sin y}{16}\right)\right)\right) \cdot \left(1 + \left(-0.5 \cdot \left(x \cdot x\right) - \cos y\right)\right)}{3 \cdot \left(\left(1 + \cos x \cdot \frac{\sqrt{5} + -1}{2}\right) + \cos y \cdot \frac{3 - \sqrt{5}}{2}\right)}\\ \end{array} \]
Alternative 9
Accuracy81.1%
Cost66761
\[\begin{array}{l} t_0 := \frac{\sqrt{5}}{2}\\ t_1 := 3 \cdot \left(1 + \left(\cos x \cdot \left(t_0 - 0.5\right) + \cos y \cdot \left(1.5 - t_0\right)\right)\right)\\ t_2 := \sin y - \frac{\sin x}{16}\\ \mathbf{if}\;x \leq -0.009 \lor \neg \left(x \leq 0.0105\right):\\ \;\;\;\;\frac{2 + \left(t_2 \cdot \left(\cos x - \cos y\right)\right) \cdot \left(\sqrt{2} \cdot \sin x\right)}{t_1}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 + \left(\sqrt{2} \cdot \left(\sin x - \frac{\sin y}{16}\right)\right) \cdot \left(t_2 \cdot \left(1 - \cos y\right)\right)}{t_1}\\ \end{array} \]
Alternative 10
Accuracy81.0%
Cost66633
\[\begin{array}{l} t_0 := \frac{\sqrt{5}}{2}\\ t_1 := \sqrt{5} \cdot 0.5\\ t_2 := \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\cos x - \cos y\right)\\ \mathbf{if}\;x \leq -0.009 \lor \neg \left(x \leq 0.009\right):\\ \;\;\;\;\frac{2 + t_2 \cdot \left(\sqrt{2} \cdot \sin x\right)}{3 \cdot \left(1 + \left(\cos x \cdot \left(t_0 - 0.5\right) + \cos y \cdot \left(1.5 - t_0\right)\right)\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 + \left(\sqrt{2} \cdot \left(\sin x - \frac{\sin y}{16}\right)\right) \cdot t_2}{3 \cdot \left(1 + \left(\left(t_1 + \cos y \cdot \left(1.5 - t_1\right)\right) - 0.5\right)\right)}\\ \end{array} \]
Alternative 11
Accuracy81.0%
Cost66633
\[\begin{array}{l} t_0 := \frac{\sqrt{5}}{2}\\ t_1 := \sqrt{5} \cdot 0.5\\ t_2 := \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\cos x - \cos y\right)\\ \mathbf{if}\;x \leq -0.009 \lor \neg \left(x \leq 0.009\right):\\ \;\;\;\;\frac{2 + t_2 \cdot \left(\sqrt{2} \cdot \sin x\right)}{3 \cdot \left(1 + \left(\cos x \cdot \left(t_0 - 0.5\right) + \cos y \cdot \left(1.5 - t_0\right)\right)\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 + \left(\sqrt{2} \cdot \left(\sin x - \frac{\sin y}{16}\right)\right) \cdot t_2}{3 \cdot \left(1 + \left(\left(t_1 + \frac{\cos y}{1.5 + t_1}\right) - 0.5\right)\right)}\\ \end{array} \]
Alternative 12
Accuracy80.9%
Cost66505
\[\begin{array}{l} t_0 := \frac{\sqrt{5}}{2}\\ t_1 := \cos x \cdot \left(t_0 - 0.5\right)\\ \mathbf{if}\;x \leq -0.009 \lor \neg \left(x \leq 0.009\right):\\ \;\;\;\;\frac{2 + \left(\left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\cos x - \cos y\right)\right) \cdot \left(\sqrt{2} \cdot \sin x\right)}{3 \cdot \left(1 + \left(t_1 + \cos y \cdot \left(1.5 - t_0\right)\right)\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 + \left(\left(1 - \cos y\right) \cdot {\sin y}^{2}\right) \cdot \left(\sqrt{2} \cdot -0.0625\right)}{3 \cdot \left(1 + \left(t_1 + \cos y \cdot \frac{1}{\mathsf{fma}\left(0.5, \sqrt{5}, 1.5\right)}\right)\right)}\\ \end{array} \]
Alternative 13
Accuracy79.2%
Cost59912
\[\begin{array}{l} t_0 := \sqrt{2} \cdot -0.0625\\ t_1 := \cos x - \cos y\\ t_2 := 3 \cdot \left(\left(1 + \cos x \cdot \frac{\sqrt{5} + -1}{2}\right) + \cos y \cdot \frac{3 - \sqrt{5}}{2}\right)\\ t_3 := \frac{\sqrt{5}}{2}\\ t_4 := {\sin x}^{2} \cdot t_0\\ \mathbf{if}\;x \leq -0.009:\\ \;\;\;\;\left(2 + t_1 \cdot t_4\right) \cdot \frac{0.3333333333333333}{1 + \left(\cos y \cdot \left(1.5 - t_3\right) + \cos x \cdot \left(t_3 + -0.5\right)\right)}\\ \mathbf{elif}\;x \leq 0.009:\\ \;\;\;\;\frac{2 + t_1 \cdot \left({\sin y}^{2} \cdot t_0\right)}{t_2}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 + t_4 \cdot \left(\cos x + -1\right)}{t_2}\\ \end{array} \]
Alternative 14
Accuracy79.0%
Cost59912
\[\begin{array}{l} t_0 := \sqrt{2} \cdot -0.0625\\ t_1 := \frac{\sqrt{5}}{2}\\ t_2 := {\sin x}^{2} \cdot t_0\\ \mathbf{if}\;x \leq -560000:\\ \;\;\;\;\left(2 + \left(\cos x - \cos y\right) \cdot t_2\right) \cdot \frac{0.3333333333333333}{1 + \left(\cos y \cdot \left(1.5 - t_1\right) + \cos x \cdot \left(t_1 + -0.5\right)\right)}\\ \mathbf{elif}\;x \leq 54:\\ \;\;\;\;\frac{2 + \left(\left(1 - \cos y\right) \cdot {\sin y}^{2}\right) \cdot t_0}{3 \cdot \left(1 + \left(\cos x \cdot \left(t_1 - 0.5\right) + \cos y \cdot \frac{1}{\mathsf{fma}\left(0.5, \sqrt{5}, 1.5\right)}\right)\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 + t_2 \cdot \left(\cos x + -1\right)}{3 \cdot \left(\left(1 + \cos x \cdot \frac{\sqrt{5} + -1}{2}\right) + \cos y \cdot \frac{3 - \sqrt{5}}{2}\right)}\\ \end{array} \]
Alternative 15
Accuracy79.2%
Cost59848
\[\begin{array}{l} t_0 := 3 - \sqrt{5}\\ t_1 := \sqrt{5} + -1\\ t_2 := {\sin x}^{2} \cdot \left(\sqrt{2} \cdot -0.0625\right)\\ \mathbf{if}\;x \leq -0.009:\\ \;\;\;\;\frac{\left(2 + \left(\cos x - \cos y\right) \cdot t_2\right) \cdot 0.3333333333333333}{1 + 0.5 \cdot \left(\cos x \cdot t_1 + \cos y \cdot t_0\right)}\\ \mathbf{elif}\;x \leq 8 \cdot 10^{-7}:\\ \;\;\;\;\frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(1 - \cos y\right) \cdot \left(\sin y \cdot -0.0625\right)\right), 2\right)}{3 + \left(1.5 \cdot t_1 + \cos y \cdot \left(4.5 - 1.5 \cdot \sqrt{5}\right)\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 + t_2 \cdot \left(\cos x + -1\right)}{3 \cdot \left(\left(1 + \cos x \cdot \frac{t_1}{2}\right) + \cos y \cdot \frac{t_0}{2}\right)}\\ \end{array} \]
Alternative 16
Accuracy79.2%
Cost59848
\[\begin{array}{l} t_0 := \sqrt{5} + -1\\ t_1 := \frac{\sqrt{5}}{2}\\ t_2 := {\sin x}^{2} \cdot \left(\sqrt{2} \cdot -0.0625\right)\\ \mathbf{if}\;x \leq -0.009:\\ \;\;\;\;\left(2 + \left(\cos x - \cos y\right) \cdot t_2\right) \cdot \frac{0.3333333333333333}{1 + \left(\cos y \cdot \left(1.5 - t_1\right) + \cos x \cdot \left(t_1 + -0.5\right)\right)}\\ \mathbf{elif}\;x \leq 8 \cdot 10^{-7}:\\ \;\;\;\;\frac{\mathsf{fma}\left(\sqrt{2}, \left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\left(1 - \cos y\right) \cdot \left(\sin y \cdot -0.0625\right)\right), 2\right)}{3 + \left(1.5 \cdot t_0 + \cos y \cdot \left(4.5 - 1.5 \cdot \sqrt{5}\right)\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 + t_2 \cdot \left(\cos x + -1\right)}{3 \cdot \left(\left(1 + \cos x \cdot \frac{t_0}{2}\right) + \cos y \cdot \frac{3 - \sqrt{5}}{2}\right)}\\ \end{array} \]
Alternative 17
Accuracy62.0%
Cost59520
\[\frac{\left(2 + \left(\cos x - \cos y\right) \cdot \left({\sin x}^{2} \cdot \left(\sqrt{2} \cdot -0.0625\right)\right)\right) \cdot 0.3333333333333333}{1 + 0.5 \cdot \left(\cos x \cdot \left(\sqrt{5} + -1\right) + \cos y \cdot \left(3 - \sqrt{5}\right)\right)} \]
Alternative 18
Accuracy61.9%
Cost53248
\[\frac{2 + \left({\sin x}^{2} \cdot \left(\sqrt{2} \cdot -0.0625\right)\right) \cdot \left(\cos x + -1\right)}{3 \cdot \left(\left(1 + \cos x \cdot \frac{\sqrt{5} + -1}{2}\right) + \cos y \cdot \frac{3 - \sqrt{5}}{2}\right)} \]
Alternative 19
Accuracy59.6%
Cost46592
\[0.3333333333333333 \cdot \frac{2 + -0.0625 \cdot \left(\left(\sqrt{2} \cdot {\sin x}^{2}\right) \cdot \left(\cos x + -1\right)\right)}{1 + 0.5 \cdot \left(\left(3 - \sqrt{5}\right) + \cos x \cdot \left(\sqrt{5} + -1\right)\right)} \]
Alternative 20
Accuracy42.2%
Cost20288
\[0.6666666666666666 \cdot \frac{1}{1 + 0.5 \cdot \left(\left(\sqrt{5} + -1\right) + \cos y \cdot \left(3 - \sqrt{5}\right)\right)} \]
Alternative 21
Accuracy42.2%
Cost20288
\[\frac{0.6666666666666666}{1 + 0.5 \cdot \left(\left(\sqrt{5} + -1\right) + \cos y \cdot \frac{4}{3 + \sqrt{5}}\right)} \]
Alternative 22
Accuracy42.2%
Cost20160
\[\frac{0.6666666666666666}{1 + 0.5 \cdot \left(\left(\sqrt{5} + -1\right) + \cos y \cdot \left(3 - \sqrt{5}\right)\right)} \]
Alternative 23
Accuracy40.3%
Cost64
\[0.3333333333333333 \]

Reproduce?

herbie shell --seed 2023269 
(FPCore (x y)
  :name "Diagrams.TwoD.Path.Metafont.Internal:hobbyF from diagrams-contrib-1.3.0.5"
  :precision binary64
  (/ (+ 2.0 (* (* (* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0))) (- (sin y) (/ (sin x) 16.0))) (- (cos x) (cos y)))) (* 3.0 (+ (+ 1.0 (* (/ (- (sqrt 5.0) 1.0) 2.0) (cos x))) (* (/ (- 3.0 (sqrt 5.0)) 2.0) (cos y))))))