| Alternative 1 | |
|---|---|
| Accuracy | 54.6% |
| Cost | 34388 |

(FPCore (t l k) :precision binary64 (/ 2.0 (* (* (* (/ (pow t 3.0) (* l l)) (sin k)) (tan k)) (+ (+ 1.0 (pow (/ k t) 2.0)) 1.0))))
(FPCore (t l k)
:precision binary64
(let* ((t_1 (* k (/ k l))))
(if (<= t -540000000000.0)
(*
l
(*
l
(/
(/ (/ 2.0 (tan k)) (+ 2.0 (pow (/ k t) 2.0)))
(* (sin k) (pow t 3.0)))))
(if (<= t -1.6e-104)
(/ (+ (/ 1.0 (* k k)) -0.16666666666666666) (/ (pow t 3.0) (* l l)))
(if (<= t -5e-310)
(/ (* l (/ 2.0 t)) (* (tan k) (* (sin k) t_1)))
(if (<= t 2.3e-228)
(* (/ l (* k (pow t 3.0))) (/ l k))
(if (<= t 3.7e-90)
(/ 2.0 (* (/ t l) (* t_1 (* (tan k) (sin k)))))
(*
(/ l k)
(-
(fma
0.16666666666666666
(/ l (/ (pow t 3.0) k))
(/ (/ l (pow t 3.0)) k))
(*
(pow k 3.0)
(/ (* l -0.019444444444444445) (pow t 3.0))))))))))))double code(double t, double l, double k) {
return 2.0 / ((((pow(t, 3.0) / (l * l)) * sin(k)) * tan(k)) * ((1.0 + pow((k / t), 2.0)) + 1.0));
}
double code(double t, double l, double k) {
double t_1 = k * (k / l);
double tmp;
if (t <= -540000000000.0) {
tmp = l * (l * (((2.0 / tan(k)) / (2.0 + pow((k / t), 2.0))) / (sin(k) * pow(t, 3.0))));
} else if (t <= -1.6e-104) {
tmp = ((1.0 / (k * k)) + -0.16666666666666666) / (pow(t, 3.0) / (l * l));
} else if (t <= -5e-310) {
tmp = (l * (2.0 / t)) / (tan(k) * (sin(k) * t_1));
} else if (t <= 2.3e-228) {
tmp = (l / (k * pow(t, 3.0))) * (l / k);
} else if (t <= 3.7e-90) {
tmp = 2.0 / ((t / l) * (t_1 * (tan(k) * sin(k))));
} else {
tmp = (l / k) * (fma(0.16666666666666666, (l / (pow(t, 3.0) / k)), ((l / pow(t, 3.0)) / k)) - (pow(k, 3.0) * ((l * -0.019444444444444445) / pow(t, 3.0))));
}
return tmp;
}
function code(t, l, k) return Float64(2.0 / Float64(Float64(Float64(Float64((t ^ 3.0) / Float64(l * l)) * sin(k)) * tan(k)) * Float64(Float64(1.0 + (Float64(k / t) ^ 2.0)) + 1.0))) end
function code(t, l, k) t_1 = Float64(k * Float64(k / l)) tmp = 0.0 if (t <= -540000000000.0) tmp = Float64(l * Float64(l * Float64(Float64(Float64(2.0 / tan(k)) / Float64(2.0 + (Float64(k / t) ^ 2.0))) / Float64(sin(k) * (t ^ 3.0))))); elseif (t <= -1.6e-104) tmp = Float64(Float64(Float64(1.0 / Float64(k * k)) + -0.16666666666666666) / Float64((t ^ 3.0) / Float64(l * l))); elseif (t <= -5e-310) tmp = Float64(Float64(l * Float64(2.0 / t)) / Float64(tan(k) * Float64(sin(k) * t_1))); elseif (t <= 2.3e-228) tmp = Float64(Float64(l / Float64(k * (t ^ 3.0))) * Float64(l / k)); elseif (t <= 3.7e-90) tmp = Float64(2.0 / Float64(Float64(t / l) * Float64(t_1 * Float64(tan(k) * sin(k))))); else tmp = Float64(Float64(l / k) * Float64(fma(0.16666666666666666, Float64(l / Float64((t ^ 3.0) / k)), Float64(Float64(l / (t ^ 3.0)) / k)) - Float64((k ^ 3.0) * Float64(Float64(l * -0.019444444444444445) / (t ^ 3.0))))); end return tmp end
code[t_, l_, k_] := N[(2.0 / N[(N[(N[(N[(N[Power[t, 3.0], $MachinePrecision] / N[(l * l), $MachinePrecision]), $MachinePrecision] * N[Sin[k], $MachinePrecision]), $MachinePrecision] * N[Tan[k], $MachinePrecision]), $MachinePrecision] * N[(N[(1.0 + N[Power[N[(k / t), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
code[t_, l_, k_] := Block[{t$95$1 = N[(k * N[(k / l), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t, -540000000000.0], N[(l * N[(l * N[(N[(N[(2.0 / N[Tan[k], $MachinePrecision]), $MachinePrecision] / N[(2.0 + N[Power[N[(k / t), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(N[Sin[k], $MachinePrecision] * N[Power[t, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[t, -1.6e-104], N[(N[(N[(1.0 / N[(k * k), $MachinePrecision]), $MachinePrecision] + -0.16666666666666666), $MachinePrecision] / N[(N[Power[t, 3.0], $MachinePrecision] / N[(l * l), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[t, -5e-310], N[(N[(l * N[(2.0 / t), $MachinePrecision]), $MachinePrecision] / N[(N[Tan[k], $MachinePrecision] * N[(N[Sin[k], $MachinePrecision] * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[t, 2.3e-228], N[(N[(l / N[(k * N[Power[t, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(l / k), $MachinePrecision]), $MachinePrecision], If[LessEqual[t, 3.7e-90], N[(2.0 / N[(N[(t / l), $MachinePrecision] * N[(t$95$1 * N[(N[Tan[k], $MachinePrecision] * N[Sin[k], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(l / k), $MachinePrecision] * N[(N[(0.16666666666666666 * N[(l / N[(N[Power[t, 3.0], $MachinePrecision] / k), $MachinePrecision]), $MachinePrecision] + N[(N[(l / N[Power[t, 3.0], $MachinePrecision]), $MachinePrecision] / k), $MachinePrecision]), $MachinePrecision] - N[(N[Power[k, 3.0], $MachinePrecision] * N[(N[(l * -0.019444444444444445), $MachinePrecision] / N[Power[t, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]
\frac{2}{\left(\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \tan k\right) \cdot \left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right)}
\begin{array}{l}
t_1 := k \cdot \frac{k}{\ell}\\
\mathbf{if}\;t \leq -540000000000:\\
\;\;\;\;\ell \cdot \left(\ell \cdot \frac{\frac{\frac{2}{\tan k}}{2 + {\left(\frac{k}{t}\right)}^{2}}}{\sin k \cdot {t}^{3}}\right)\\
\mathbf{elif}\;t \leq -1.6 \cdot 10^{-104}:\\
\;\;\;\;\frac{\frac{1}{k \cdot k} + -0.16666666666666666}{\frac{{t}^{3}}{\ell \cdot \ell}}\\
\mathbf{elif}\;t \leq -5 \cdot 10^{-310}:\\
\;\;\;\;\frac{\ell \cdot \frac{2}{t}}{\tan k \cdot \left(\sin k \cdot t_1\right)}\\
\mathbf{elif}\;t \leq 2.3 \cdot 10^{-228}:\\
\;\;\;\;\frac{\ell}{k \cdot {t}^{3}} \cdot \frac{\ell}{k}\\
\mathbf{elif}\;t \leq 3.7 \cdot 10^{-90}:\\
\;\;\;\;\frac{2}{\frac{t}{\ell} \cdot \left(t_1 \cdot \left(\tan k \cdot \sin k\right)\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\ell}{k} \cdot \left(\mathsf{fma}\left(0.16666666666666666, \frac{\ell}{\frac{{t}^{3}}{k}}, \frac{\frac{\ell}{{t}^{3}}}{k}\right) - {k}^{3} \cdot \frac{\ell \cdot -0.019444444444444445}{{t}^{3}}\right)\\
\end{array}
Herbie found 17 alternatives:
| Alternative | Accuracy | Speedup |
|---|
if t < -5.4e11Initial program 39.0%
Simplified40.8%
[Start]39.0% | \[ \frac{2}{\left(\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \tan k\right) \cdot \left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right)}
\] |
|---|---|
associate-/l/ [<=]39.0% | \[ \color{blue}{\frac{\frac{2}{\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1}}{\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \tan k}}
\] |
associate-*l/ [=>]40.8% | \[ \frac{\frac{2}{\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1}}{\color{blue}{\frac{{t}^{3} \cdot \sin k}{\ell \cdot \ell}} \cdot \tan k}
\] |
associate-*l/ [=>]40.8% | \[ \frac{\frac{2}{\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1}}{\color{blue}{\frac{\left({t}^{3} \cdot \sin k\right) \cdot \tan k}{\ell \cdot \ell}}}
\] |
associate-/r/ [=>]40.8% | \[ \color{blue}{\frac{\frac{2}{\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1}}{\left({t}^{3} \cdot \sin k\right) \cdot \tan k} \cdot \left(\ell \cdot \ell\right)}
\] |
*-commutative [=>]40.8% | \[ \color{blue}{\left(\ell \cdot \ell\right) \cdot \frac{\frac{2}{\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1}}{\left({t}^{3} \cdot \sin k\right) \cdot \tan k}}
\] |
associate-/l/ [=>]40.8% | \[ \left(\ell \cdot \ell\right) \cdot \color{blue}{\frac{2}{\left(\left({t}^{3} \cdot \sin k\right) \cdot \tan k\right) \cdot \left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right)}}
\] |
associate-*r* [<=]40.8% | \[ \left(\ell \cdot \ell\right) \cdot \frac{2}{\color{blue}{\left({t}^{3} \cdot \sin k\right) \cdot \left(\tan k \cdot \left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right)\right)}}
\] |
*-commutative [=>]40.8% | \[ \left(\ell \cdot \ell\right) \cdot \frac{2}{\left({t}^{3} \cdot \sin k\right) \cdot \color{blue}{\left(\left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right) \cdot \tan k\right)}}
\] |
associate-*r* [=>]40.8% | \[ \left(\ell \cdot \ell\right) \cdot \frac{2}{\color{blue}{\left(\left({t}^{3} \cdot \sin k\right) \cdot \left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right)\right) \cdot \tan k}}
\] |
*-commutative [=>]40.8% | \[ \left(\ell \cdot \ell\right) \cdot \frac{2}{\color{blue}{\tan k \cdot \left(\left({t}^{3} \cdot \sin k\right) \cdot \left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right)\right)}}
\] |
Applied egg-rr26.0%
[Start]40.8% | \[ \left(\ell \cdot \ell\right) \cdot \frac{2}{\tan k \cdot \left(\left(2 + {\left(\frac{k}{t}\right)}^{2}\right) \cdot \left({t}^{3} \cdot \sin k\right)\right)}
\] |
|---|---|
expm1-log1p-u [=>]31.4% | \[ \color{blue}{\mathsf{expm1}\left(\mathsf{log1p}\left(\left(\ell \cdot \ell\right) \cdot \frac{2}{\tan k \cdot \left(\left(2 + {\left(\frac{k}{t}\right)}^{2}\right) \cdot \left({t}^{3} \cdot \sin k\right)\right)}\right)\right)}
\] |
expm1-udef [=>]26.0% | \[ \color{blue}{e^{\mathsf{log1p}\left(\left(\ell \cdot \ell\right) \cdot \frac{2}{\tan k \cdot \left(\left(2 + {\left(\frac{k}{t}\right)}^{2}\right) \cdot \left({t}^{3} \cdot \sin k\right)\right)}\right)} - 1}
\] |
Simplified46.4%
[Start]26.0% | \[ e^{\mathsf{log1p}\left(\left(\ell \cdot \ell\right) \cdot \frac{2}{\tan k \cdot \left(\left(2 + {\left(\frac{k}{t}\right)}^{2}\right) \cdot \left({t}^{3} \cdot \sin k\right)\right)}\right)} - 1
\] |
|---|---|
expm1-def [=>]31.4% | \[ \color{blue}{\mathsf{expm1}\left(\mathsf{log1p}\left(\left(\ell \cdot \ell\right) \cdot \frac{2}{\tan k \cdot \left(\left(2 + {\left(\frac{k}{t}\right)}^{2}\right) \cdot \left({t}^{3} \cdot \sin k\right)\right)}\right)\right)}
\] |
expm1-log1p [=>]40.8% | \[ \color{blue}{\left(\ell \cdot \ell\right) \cdot \frac{2}{\tan k \cdot \left(\left(2 + {\left(\frac{k}{t}\right)}^{2}\right) \cdot \left({t}^{3} \cdot \sin k\right)\right)}}
\] |
associate-*l* [=>]46.5% | \[ \color{blue}{\ell \cdot \left(\ell \cdot \frac{2}{\tan k \cdot \left(\left(2 + {\left(\frac{k}{t}\right)}^{2}\right) \cdot \left({t}^{3} \cdot \sin k\right)\right)}\right)}
\] |
associate-/r* [=>]46.4% | \[ \ell \cdot \left(\ell \cdot \color{blue}{\frac{\frac{2}{\tan k}}{\left(2 + {\left(\frac{k}{t}\right)}^{2}\right) \cdot \left({t}^{3} \cdot \sin k\right)}}\right)
\] |
associate-/r* [=>]46.4% | \[ \ell \cdot \left(\ell \cdot \color{blue}{\frac{\frac{\frac{2}{\tan k}}{2 + {\left(\frac{k}{t}\right)}^{2}}}{{t}^{3} \cdot \sin k}}\right)
\] |
*-commutative [=>]46.4% | \[ \ell \cdot \left(\ell \cdot \frac{\frac{\frac{2}{\tan k}}{2 + {\left(\frac{k}{t}\right)}^{2}}}{\color{blue}{\sin k \cdot {t}^{3}}}\right)
\] |
if -5.4e11 < t < -1.59999999999999994e-104Initial program 43.4%
Simplified43.5%
[Start]43.4% | \[ \frac{2}{\left(\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \tan k\right) \cdot \left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right)}
\] |
|---|---|
*-commutative [=>]43.4% | \[ \frac{2}{\color{blue}{\left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right) \cdot \left(\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \tan k\right)}}
\] |
associate-*l/ [=>]43.3% | \[ \frac{2}{\left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right) \cdot \left(\color{blue}{\frac{{t}^{3} \cdot \sin k}{\ell \cdot \ell}} \cdot \tan k\right)}
\] |
associate-*l/ [=>]43.3% | \[ \frac{2}{\left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right) \cdot \color{blue}{\frac{\left({t}^{3} \cdot \sin k\right) \cdot \tan k}{\ell \cdot \ell}}}
\] |
associate-*r/ [=>]43.5% | \[ \frac{2}{\color{blue}{\frac{\left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right) \cdot \left(\left({t}^{3} \cdot \sin k\right) \cdot \tan k\right)}{\ell \cdot \ell}}}
\] |
associate-/r/ [=>]43.5% | \[ \color{blue}{\frac{2}{\left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right) \cdot \left(\left({t}^{3} \cdot \sin k\right) \cdot \tan k\right)} \cdot \left(\ell \cdot \ell\right)}
\] |
Taylor expanded in k around 0 57.6%
Simplified57.6%
[Start]57.6% | \[ \left(\frac{1}{{k}^{2} \cdot {t}^{3}} + -0.5 \cdot \frac{2 \cdot \left(0.3333333333333333 \cdot {t}^{3} + -0.16666666666666666 \cdot {t}^{3}\right) + t}{{t}^{6}}\right) \cdot \left(\ell \cdot \ell\right)
\] |
|---|---|
unpow2 [=>]57.6% | \[ \left(\frac{1}{\color{blue}{\left(k \cdot k\right)} \cdot {t}^{3}} + -0.5 \cdot \frac{2 \cdot \left(0.3333333333333333 \cdot {t}^{3} + -0.16666666666666666 \cdot {t}^{3}\right) + t}{{t}^{6}}\right) \cdot \left(\ell \cdot \ell\right)
\] |
fma-def [=>]57.6% | \[ \left(\frac{1}{\left(k \cdot k\right) \cdot {t}^{3}} + -0.5 \cdot \frac{\color{blue}{\mathsf{fma}\left(2, 0.3333333333333333 \cdot {t}^{3} + -0.16666666666666666 \cdot {t}^{3}, t\right)}}{{t}^{6}}\right) \cdot \left(\ell \cdot \ell\right)
\] |
distribute-rgt-out [=>]57.6% | \[ \left(\frac{1}{\left(k \cdot k\right) \cdot {t}^{3}} + -0.5 \cdot \frac{\mathsf{fma}\left(2, \color{blue}{{t}^{3} \cdot \left(0.3333333333333333 + -0.16666666666666666\right)}, t\right)}{{t}^{6}}\right) \cdot \left(\ell \cdot \ell\right)
\] |
metadata-eval [=>]57.6% | \[ \left(\frac{1}{\left(k \cdot k\right) \cdot {t}^{3}} + -0.5 \cdot \frac{\mathsf{fma}\left(2, {t}^{3} \cdot \color{blue}{0.16666666666666666}, t\right)}{{t}^{6}}\right) \cdot \left(\ell \cdot \ell\right)
\] |
Taylor expanded in t around inf 68.8%
Simplified68.8%
[Start]68.8% | \[ \frac{\left(\frac{1}{{k}^{2}} - 0.16666666666666666\right) \cdot {\ell}^{2}}{{t}^{3}}
\] |
|---|---|
associate-/l* [=>]68.8% | \[ \color{blue}{\frac{\frac{1}{{k}^{2}} - 0.16666666666666666}{\frac{{t}^{3}}{{\ell}^{2}}}}
\] |
sub-neg [=>]68.8% | \[ \frac{\color{blue}{\frac{1}{{k}^{2}} + \left(-0.16666666666666666\right)}}{\frac{{t}^{3}}{{\ell}^{2}}}
\] |
unpow2 [=>]68.8% | \[ \frac{\frac{1}{\color{blue}{k \cdot k}} + \left(-0.16666666666666666\right)}{\frac{{t}^{3}}{{\ell}^{2}}}
\] |
metadata-eval [=>]68.8% | \[ \frac{\frac{1}{k \cdot k} + \color{blue}{-0.16666666666666666}}{\frac{{t}^{3}}{{\ell}^{2}}}
\] |
unpow2 [=>]68.8% | \[ \frac{\frac{1}{k \cdot k} + -0.16666666666666666}{\frac{{t}^{3}}{\color{blue}{\ell \cdot \ell}}}
\] |
if -1.59999999999999994e-104 < t < -4.999999999999985e-310Initial program 26.0%
Simplified26.0%
[Start]26.0% | \[ \frac{2}{\left(\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \tan k\right) \cdot \left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right)}
\] |
|---|---|
*-commutative [=>]26.0% | \[ \frac{2}{\color{blue}{\left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right) \cdot \left(\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \tan k\right)}}
\] |
associate-*l* [=>]26.0% | \[ \frac{2}{\left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right) \cdot \color{blue}{\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \left(\sin k \cdot \tan k\right)\right)}}
\] |
associate-*r* [=>]26.0% | \[ \frac{2}{\color{blue}{\left(\left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right) \cdot \frac{{t}^{3}}{\ell \cdot \ell}\right) \cdot \left(\sin k \cdot \tan k\right)}}
\] |
+-commutative [=>]26.0% | \[ \frac{2}{\left(\color{blue}{\left(1 + \left(1 + {\left(\frac{k}{t}\right)}^{2}\right)\right)} \cdot \frac{{t}^{3}}{\ell \cdot \ell}\right) \cdot \left(\sin k \cdot \tan k\right)}
\] |
associate-+r+ [=>]26.0% | \[ \frac{2}{\left(\color{blue}{\left(\left(1 + 1\right) + {\left(\frac{k}{t}\right)}^{2}\right)} \cdot \frac{{t}^{3}}{\ell \cdot \ell}\right) \cdot \left(\sin k \cdot \tan k\right)}
\] |
metadata-eval [=>]26.0% | \[ \frac{2}{\left(\left(\color{blue}{2} + {\left(\frac{k}{t}\right)}^{2}\right) \cdot \frac{{t}^{3}}{\ell \cdot \ell}\right) \cdot \left(\sin k \cdot \tan k\right)}
\] |
Taylor expanded in k around inf 51.0%
Simplified67.2%
[Start]51.0% | \[ \frac{2}{\frac{{k}^{2} \cdot t}{{\ell}^{2}} \cdot \left(\sin k \cdot \tan k\right)}
\] |
|---|---|
*-commutative [=>]51.0% | \[ \frac{2}{\frac{\color{blue}{t \cdot {k}^{2}}}{{\ell}^{2}} \cdot \left(\sin k \cdot \tan k\right)}
\] |
unpow2 [=>]51.0% | \[ \frac{2}{\frac{t \cdot {k}^{2}}{\color{blue}{\ell \cdot \ell}} \cdot \left(\sin k \cdot \tan k\right)}
\] |
times-frac [=>]67.2% | \[ \frac{2}{\color{blue}{\left(\frac{t}{\ell} \cdot \frac{{k}^{2}}{\ell}\right)} \cdot \left(\sin k \cdot \tan k\right)}
\] |
unpow2 [=>]67.2% | \[ \frac{2}{\left(\frac{t}{\ell} \cdot \frac{\color{blue}{k \cdot k}}{\ell}\right) \cdot \left(\sin k \cdot \tan k\right)}
\] |
Applied egg-rr72.4%
[Start]67.2% | \[ \frac{2}{\left(\frac{t}{\ell} \cdot \frac{k \cdot k}{\ell}\right) \cdot \left(\sin k \cdot \tan k\right)}
\] |
|---|---|
div-inv [=>]67.2% | \[ \color{blue}{2 \cdot \frac{1}{\left(\frac{t}{\ell} \cdot \frac{k \cdot k}{\ell}\right) \cdot \left(\sin k \cdot \tan k\right)}}
\] |
associate-*l* [=>]67.2% | \[ 2 \cdot \frac{1}{\color{blue}{\frac{t}{\ell} \cdot \left(\frac{k \cdot k}{\ell} \cdot \left(\sin k \cdot \tan k\right)\right)}}
\] |
associate-/l* [=>]72.4% | \[ 2 \cdot \frac{1}{\frac{t}{\ell} \cdot \left(\color{blue}{\frac{k}{\frac{\ell}{k}}} \cdot \left(\sin k \cdot \tan k\right)\right)}
\] |
Simplified74.8%
[Start]72.4% | \[ 2 \cdot \frac{1}{\frac{t}{\ell} \cdot \left(\frac{k}{\frac{\ell}{k}} \cdot \left(\sin k \cdot \tan k\right)\right)}
\] |
|---|---|
associate-*r/ [=>]72.4% | \[ \color{blue}{\frac{2 \cdot 1}{\frac{t}{\ell} \cdot \left(\frac{k}{\frac{\ell}{k}} \cdot \left(\sin k \cdot \tan k\right)\right)}}
\] |
metadata-eval [=>]72.4% | \[ \frac{\color{blue}{2}}{\frac{t}{\ell} \cdot \left(\frac{k}{\frac{\ell}{k}} \cdot \left(\sin k \cdot \tan k\right)\right)}
\] |
associate-/r* [=>]74.7% | \[ \color{blue}{\frac{\frac{2}{\frac{t}{\ell}}}{\frac{k}{\frac{\ell}{k}} \cdot \left(\sin k \cdot \tan k\right)}}
\] |
associate-/r/ [=>]74.8% | \[ \frac{\color{blue}{\frac{2}{t} \cdot \ell}}{\frac{k}{\frac{\ell}{k}} \cdot \left(\sin k \cdot \tan k\right)}
\] |
*-commutative [=>]74.8% | \[ \frac{\frac{2}{t} \cdot \ell}{\color{blue}{\left(\sin k \cdot \tan k\right) \cdot \frac{k}{\frac{\ell}{k}}}}
\] |
*-commutative [=>]74.8% | \[ \frac{\frac{2}{t} \cdot \ell}{\color{blue}{\left(\tan k \cdot \sin k\right)} \cdot \frac{k}{\frac{\ell}{k}}}
\] |
associate-*l* [=>]74.8% | \[ \frac{\frac{2}{t} \cdot \ell}{\color{blue}{\tan k \cdot \left(\sin k \cdot \frac{k}{\frac{\ell}{k}}\right)}}
\] |
associate-/r/ [=>]74.8% | \[ \frac{\frac{2}{t} \cdot \ell}{\tan k \cdot \left(\sin k \cdot \color{blue}{\left(\frac{k}{\ell} \cdot k\right)}\right)}
\] |
*-commutative [=>]74.8% | \[ \frac{\frac{2}{t} \cdot \ell}{\tan k \cdot \left(\sin k \cdot \color{blue}{\left(k \cdot \frac{k}{\ell}\right)}\right)}
\] |
if -4.999999999999985e-310 < t < 2.2999999999999999e-228Initial program 22.2%
Simplified22.2%
[Start]22.2% | \[ \frac{2}{\left(\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \tan k\right) \cdot \left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right)}
\] |
|---|---|
associate-*l* [=>]22.2% | \[ \frac{2}{\color{blue}{\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \left(\tan k \cdot \left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right)\right)}}
\] |
+-commutative [=>]22.2% | \[ \frac{2}{\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \left(\tan k \cdot \color{blue}{\left(1 + \left(1 + {\left(\frac{k}{t}\right)}^{2}\right)\right)}\right)}
\] |
Taylor expanded in k around 0 66.7%
Simplified66.7%
[Start]66.7% | \[ \frac{2}{\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \left(2 \cdot k\right)}
\] |
|---|---|
*-commutative [=>]66.7% | \[ \frac{2}{\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \color{blue}{\left(k \cdot 2\right)}}
\] |
Taylor expanded in t around 0 66.7%
Simplified66.7%
[Start]66.7% | \[ \frac{{\ell}^{2}}{k \cdot \left(\sin k \cdot {t}^{3}\right)}
\] |
|---|---|
associate-/r* [=>]66.7% | \[ \color{blue}{\frac{\frac{{\ell}^{2}}{k}}{\sin k \cdot {t}^{3}}}
\] |
unpow2 [=>]66.7% | \[ \frac{\frac{\color{blue}{\ell \cdot \ell}}{k}}{\sin k \cdot {t}^{3}}
\] |
Taylor expanded in l around 0 66.7%
Simplified72.5%
[Start]66.7% | \[ \frac{{\ell}^{2}}{k \cdot \left(\sin k \cdot {t}^{3}\right)}
\] |
|---|---|
unpow2 [=>]66.7% | \[ \frac{\color{blue}{\ell \cdot \ell}}{k \cdot \left(\sin k \cdot {t}^{3}\right)}
\] |
*-commutative [=>]66.7% | \[ \frac{\ell \cdot \ell}{\color{blue}{\left(\sin k \cdot {t}^{3}\right) \cdot k}}
\] |
*-commutative [=>]66.7% | \[ \frac{\ell \cdot \ell}{\color{blue}{\left({t}^{3} \cdot \sin k\right)} \cdot k}
\] |
times-frac [=>]72.5% | \[ \color{blue}{\frac{\ell}{{t}^{3} \cdot \sin k} \cdot \frac{\ell}{k}}
\] |
*-commutative [<=]72.5% | \[ \frac{\ell}{\color{blue}{\sin k \cdot {t}^{3}}} \cdot \frac{\ell}{k}
\] |
Taylor expanded in k around 0 94.7%
if 2.2999999999999999e-228 < t < 3.70000000000000018e-90Initial program 38.6%
Simplified38.6%
[Start]38.6% | \[ \frac{2}{\left(\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \tan k\right) \cdot \left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right)}
\] |
|---|---|
*-commutative [=>]38.6% | \[ \frac{2}{\color{blue}{\left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right) \cdot \left(\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \tan k\right)}}
\] |
associate-*l* [=>]38.6% | \[ \frac{2}{\left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right) \cdot \color{blue}{\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \left(\sin k \cdot \tan k\right)\right)}}
\] |
associate-*r* [=>]38.6% | \[ \frac{2}{\color{blue}{\left(\left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right) \cdot \frac{{t}^{3}}{\ell \cdot \ell}\right) \cdot \left(\sin k \cdot \tan k\right)}}
\] |
+-commutative [=>]38.6% | \[ \frac{2}{\left(\color{blue}{\left(1 + \left(1 + {\left(\frac{k}{t}\right)}^{2}\right)\right)} \cdot \frac{{t}^{3}}{\ell \cdot \ell}\right) \cdot \left(\sin k \cdot \tan k\right)}
\] |
associate-+r+ [=>]38.6% | \[ \frac{2}{\left(\color{blue}{\left(\left(1 + 1\right) + {\left(\frac{k}{t}\right)}^{2}\right)} \cdot \frac{{t}^{3}}{\ell \cdot \ell}\right) \cdot \left(\sin k \cdot \tan k\right)}
\] |
metadata-eval [=>]38.6% | \[ \frac{2}{\left(\left(\color{blue}{2} + {\left(\frac{k}{t}\right)}^{2}\right) \cdot \frac{{t}^{3}}{\ell \cdot \ell}\right) \cdot \left(\sin k \cdot \tan k\right)}
\] |
Taylor expanded in k around inf 54.5%
Simplified73.6%
[Start]54.5% | \[ \frac{2}{\frac{{k}^{2} \cdot t}{{\ell}^{2}} \cdot \left(\sin k \cdot \tan k\right)}
\] |
|---|---|
*-commutative [=>]54.5% | \[ \frac{2}{\frac{\color{blue}{t \cdot {k}^{2}}}{{\ell}^{2}} \cdot \left(\sin k \cdot \tan k\right)}
\] |
unpow2 [=>]54.5% | \[ \frac{2}{\frac{t \cdot {k}^{2}}{\color{blue}{\ell \cdot \ell}} \cdot \left(\sin k \cdot \tan k\right)}
\] |
times-frac [=>]73.6% | \[ \frac{2}{\color{blue}{\left(\frac{t}{\ell} \cdot \frac{{k}^{2}}{\ell}\right)} \cdot \left(\sin k \cdot \tan k\right)}
\] |
unpow2 [=>]73.6% | \[ \frac{2}{\left(\frac{t}{\ell} \cdot \frac{\color{blue}{k \cdot k}}{\ell}\right) \cdot \left(\sin k \cdot \tan k\right)}
\] |
Applied egg-rr76.3%
[Start]73.6% | \[ \frac{2}{\left(\frac{t}{\ell} \cdot \frac{k \cdot k}{\ell}\right) \cdot \left(\sin k \cdot \tan k\right)}
\] |
|---|---|
expm1-log1p-u [=>]73.0% | \[ \frac{2}{\color{blue}{\mathsf{expm1}\left(\mathsf{log1p}\left(\left(\frac{t}{\ell} \cdot \frac{k \cdot k}{\ell}\right) \cdot \left(\sin k \cdot \tan k\right)\right)\right)}}
\] |
associate-*l* [=>]76.3% | \[ \frac{2}{\mathsf{expm1}\left(\mathsf{log1p}\left(\color{blue}{\frac{t}{\ell} \cdot \left(\frac{k \cdot k}{\ell} \cdot \left(\sin k \cdot \tan k\right)\right)}\right)\right)}
\] |
associate-/l* [=>]76.3% | \[ \frac{2}{\mathsf{expm1}\left(\mathsf{log1p}\left(\frac{t}{\ell} \cdot \left(\color{blue}{\frac{k}{\frac{\ell}{k}}} \cdot \left(\sin k \cdot \tan k\right)\right)\right)\right)}
\] |
Applied egg-rr77.3%
[Start]76.3% | \[ \frac{2}{\mathsf{expm1}\left(\mathsf{log1p}\left(\frac{t}{\ell} \cdot \left(\frac{k}{\frac{\ell}{k}} \cdot \left(\sin k \cdot \tan k\right)\right)\right)\right)}
\] |
|---|---|
expm1-log1p-u [<=]77.3% | \[ \frac{2}{\color{blue}{\frac{t}{\ell} \cdot \left(\frac{k}{\frac{\ell}{k}} \cdot \left(\sin k \cdot \tan k\right)\right)}}
\] |
associate-/r/ [=>]77.3% | \[ \frac{2}{\frac{t}{\ell} \cdot \left(\color{blue}{\left(\frac{k}{\ell} \cdot k\right)} \cdot \left(\sin k \cdot \tan k\right)\right)}
\] |
if 3.70000000000000018e-90 < t Initial program 45.2%
Simplified45.2%
[Start]45.2% | \[ \frac{2}{\left(\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \tan k\right) \cdot \left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right)}
\] |
|---|---|
associate-*l* [=>]45.2% | \[ \frac{2}{\color{blue}{\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \left(\tan k \cdot \left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right)\right)}}
\] |
+-commutative [=>]45.2% | \[ \frac{2}{\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \left(\tan k \cdot \color{blue}{\left(1 + \left(1 + {\left(\frac{k}{t}\right)}^{2}\right)\right)}\right)}
\] |
Taylor expanded in k around 0 46.6%
Simplified46.6%
[Start]46.6% | \[ \frac{2}{\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \left(2 \cdot k\right)}
\] |
|---|---|
*-commutative [=>]46.6% | \[ \frac{2}{\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \color{blue}{\left(k \cdot 2\right)}}
\] |
Taylor expanded in t around 0 41.3%
Simplified44.5%
[Start]41.3% | \[ \frac{{\ell}^{2}}{k \cdot \left(\sin k \cdot {t}^{3}\right)}
\] |
|---|---|
associate-/r* [=>]44.5% | \[ \color{blue}{\frac{\frac{{\ell}^{2}}{k}}{\sin k \cdot {t}^{3}}}
\] |
unpow2 [=>]44.5% | \[ \frac{\frac{\color{blue}{\ell \cdot \ell}}{k}}{\sin k \cdot {t}^{3}}
\] |
Taylor expanded in l around 0 41.3%
Simplified44.7%
[Start]41.3% | \[ \frac{{\ell}^{2}}{k \cdot \left(\sin k \cdot {t}^{3}\right)}
\] |
|---|---|
unpow2 [=>]41.3% | \[ \frac{\color{blue}{\ell \cdot \ell}}{k \cdot \left(\sin k \cdot {t}^{3}\right)}
\] |
*-commutative [=>]41.3% | \[ \frac{\ell \cdot \ell}{\color{blue}{\left(\sin k \cdot {t}^{3}\right) \cdot k}}
\] |
*-commutative [=>]41.3% | \[ \frac{\ell \cdot \ell}{\color{blue}{\left({t}^{3} \cdot \sin k\right)} \cdot k}
\] |
times-frac [=>]44.7% | \[ \color{blue}{\frac{\ell}{{t}^{3} \cdot \sin k} \cdot \frac{\ell}{k}}
\] |
*-commutative [<=]44.7% | \[ \frac{\ell}{\color{blue}{\sin k \cdot {t}^{3}}} \cdot \frac{\ell}{k}
\] |
Taylor expanded in k around 0 54.7%
Simplified59.0%
[Start]54.7% | \[ \left(0.16666666666666666 \cdot \frac{k \cdot \ell}{{t}^{3}} + \left(\frac{\ell}{k \cdot {t}^{3}} + -1 \cdot \left({k}^{3} \cdot \left(0.008333333333333333 \cdot \frac{\ell}{{t}^{3}} + -0.027777777777777776 \cdot \frac{\ell}{{t}^{3}}\right)\right)\right)\right) \cdot \frac{\ell}{k}
\] |
|---|---|
associate-+r+ [=>]54.7% | \[ \color{blue}{\left(\left(0.16666666666666666 \cdot \frac{k \cdot \ell}{{t}^{3}} + \frac{\ell}{k \cdot {t}^{3}}\right) + -1 \cdot \left({k}^{3} \cdot \left(0.008333333333333333 \cdot \frac{\ell}{{t}^{3}} + -0.027777777777777776 \cdot \frac{\ell}{{t}^{3}}\right)\right)\right)} \cdot \frac{\ell}{k}
\] |
mul-1-neg [=>]54.7% | \[ \left(\left(0.16666666666666666 \cdot \frac{k \cdot \ell}{{t}^{3}} + \frac{\ell}{k \cdot {t}^{3}}\right) + \color{blue}{\left(-{k}^{3} \cdot \left(0.008333333333333333 \cdot \frac{\ell}{{t}^{3}} + -0.027777777777777776 \cdot \frac{\ell}{{t}^{3}}\right)\right)}\right) \cdot \frac{\ell}{k}
\] |
unsub-neg [=>]54.7% | \[ \color{blue}{\left(\left(0.16666666666666666 \cdot \frac{k \cdot \ell}{{t}^{3}} + \frac{\ell}{k \cdot {t}^{3}}\right) - {k}^{3} \cdot \left(0.008333333333333333 \cdot \frac{\ell}{{t}^{3}} + -0.027777777777777776 \cdot \frac{\ell}{{t}^{3}}\right)\right)} \cdot \frac{\ell}{k}
\] |
fma-def [=>]54.7% | \[ \left(\color{blue}{\mathsf{fma}\left(0.16666666666666666, \frac{k \cdot \ell}{{t}^{3}}, \frac{\ell}{k \cdot {t}^{3}}\right)} - {k}^{3} \cdot \left(0.008333333333333333 \cdot \frac{\ell}{{t}^{3}} + -0.027777777777777776 \cdot \frac{\ell}{{t}^{3}}\right)\right) \cdot \frac{\ell}{k}
\] |
*-commutative [=>]54.7% | \[ \left(\mathsf{fma}\left(0.16666666666666666, \frac{\color{blue}{\ell \cdot k}}{{t}^{3}}, \frac{\ell}{k \cdot {t}^{3}}\right) - {k}^{3} \cdot \left(0.008333333333333333 \cdot \frac{\ell}{{t}^{3}} + -0.027777777777777776 \cdot \frac{\ell}{{t}^{3}}\right)\right) \cdot \frac{\ell}{k}
\] |
associate-/l* [=>]54.7% | \[ \left(\mathsf{fma}\left(0.16666666666666666, \color{blue}{\frac{\ell}{\frac{{t}^{3}}{k}}}, \frac{\ell}{k \cdot {t}^{3}}\right) - {k}^{3} \cdot \left(0.008333333333333333 \cdot \frac{\ell}{{t}^{3}} + -0.027777777777777776 \cdot \frac{\ell}{{t}^{3}}\right)\right) \cdot \frac{\ell}{k}
\] |
*-commutative [=>]54.7% | \[ \left(\mathsf{fma}\left(0.16666666666666666, \frac{\ell}{\frac{{t}^{3}}{k}}, \frac{\ell}{\color{blue}{{t}^{3} \cdot k}}\right) - {k}^{3} \cdot \left(0.008333333333333333 \cdot \frac{\ell}{{t}^{3}} + -0.027777777777777776 \cdot \frac{\ell}{{t}^{3}}\right)\right) \cdot \frac{\ell}{k}
\] |
associate-/r* [=>]55.8% | \[ \left(\mathsf{fma}\left(0.16666666666666666, \frac{\ell}{\frac{{t}^{3}}{k}}, \color{blue}{\frac{\frac{\ell}{{t}^{3}}}{k}}\right) - {k}^{3} \cdot \left(0.008333333333333333 \cdot \frac{\ell}{{t}^{3}} + -0.027777777777777776 \cdot \frac{\ell}{{t}^{3}}\right)\right) \cdot \frac{\ell}{k}
\] |
+-commutative [=>]55.8% | \[ \left(\mathsf{fma}\left(0.16666666666666666, \frac{\ell}{\frac{{t}^{3}}{k}}, \frac{\frac{\ell}{{t}^{3}}}{k}\right) - {k}^{3} \cdot \color{blue}{\left(-0.027777777777777776 \cdot \frac{\ell}{{t}^{3}} + 0.008333333333333333 \cdot \frac{\ell}{{t}^{3}}\right)}\right) \cdot \frac{\ell}{k}
\] |
distribute-rgt-out [=>]59.0% | \[ \left(\mathsf{fma}\left(0.16666666666666666, \frac{\ell}{\frac{{t}^{3}}{k}}, \frac{\frac{\ell}{{t}^{3}}}{k}\right) - {k}^{3} \cdot \color{blue}{\left(\frac{\ell}{{t}^{3}} \cdot \left(-0.027777777777777776 + 0.008333333333333333\right)\right)}\right) \cdot \frac{\ell}{k}
\] |
associate-*l/ [=>]59.0% | \[ \left(\mathsf{fma}\left(0.16666666666666666, \frac{\ell}{\frac{{t}^{3}}{k}}, \frac{\frac{\ell}{{t}^{3}}}{k}\right) - {k}^{3} \cdot \color{blue}{\frac{\ell \cdot \left(-0.027777777777777776 + 0.008333333333333333\right)}{{t}^{3}}}\right) \cdot \frac{\ell}{k}
\] |
metadata-eval [=>]59.0% | \[ \left(\mathsf{fma}\left(0.16666666666666666, \frac{\ell}{\frac{{t}^{3}}{k}}, \frac{\frac{\ell}{{t}^{3}}}{k}\right) - {k}^{3} \cdot \frac{\ell \cdot \color{blue}{-0.019444444444444445}}{{t}^{3}}\right) \cdot \frac{\ell}{k}
\] |
Final simplification64.3%
| Alternative 1 | |
|---|---|
| Accuracy | 54.6% |
| Cost | 34388 |
| Alternative 2 | |
|---|---|
| Accuracy | 54.4% |
| Cost | 28180 |
| Alternative 3 | |
|---|---|
| Accuracy | 56.1% |
| Cost | 26892 |
| Alternative 4 | |
|---|---|
| Accuracy | 52.8% |
| Cost | 21704 |
| Alternative 5 | |
|---|---|
| Accuracy | 53.2% |
| Cost | 20240 |
| Alternative 6 | |
|---|---|
| Accuracy | 51.5% |
| Cost | 14020 |
| Alternative 7 | |
|---|---|
| Accuracy | 50.2% |
| Cost | 13828 |
| Alternative 8 | |
|---|---|
| Accuracy | 48.4% |
| Cost | 13700 |
| Alternative 9 | |
|---|---|
| Accuracy | 50.7% |
| Cost | 13572 |
| Alternative 10 | |
|---|---|
| Accuracy | 48.4% |
| Cost | 7620 |
| Alternative 11 | |
|---|---|
| Accuracy | 48.5% |
| Cost | 7556 |
| Alternative 12 | |
|---|---|
| Accuracy | 48.4% |
| Cost | 7556 |
| Alternative 13 | |
|---|---|
| Accuracy | 50.6% |
| Cost | 7304 |
| Alternative 14 | |
|---|---|
| Accuracy | 50.5% |
| Cost | 7304 |
| Alternative 15 | |
|---|---|
| Accuracy | 46.0% |
| Cost | 7177 |
| Alternative 16 | |
|---|---|
| Accuracy | 45.7% |
| Cost | 7176 |
| Alternative 17 | |
|---|---|
| Accuracy | 38.6% |
| Cost | 960 |
herbie shell --seed 2023255
(FPCore (t l k)
:name "Toniolo and Linder, Equation (10+)"
:precision binary64
(/ 2.0 (* (* (* (/ (pow t 3.0) (* l l)) (sin k)) (tan k)) (+ (+ 1.0 (pow (/ k t) 2.0)) 1.0))))