| Alternative 1 | |
|---|---|
| Accuracy | 98.4% |
| Cost | 32832 |
(FPCore (t l Om Omc) :precision binary64 (asin (sqrt (/ (- 1.0 (pow (/ Om Omc) 2.0)) (+ 1.0 (* 2.0 (pow (/ t l) 2.0)))))))
(FPCore (t l Om Omc)
:precision binary64
(if (<= (/ t l) -1e+156)
(asin (/ (- l) (* t (sqrt 2.0))))
(if (<= (/ t l) 5e+82)
(asin
(sqrt
(/
(- 1.0 (/ (/ Om Omc) (/ Omc Om)))
(+ 1.0 (* 2.0 (/ (/ t l) (/ l t)))))))
(asin (/ l (/ t (sqrt 0.5)))))))double code(double t, double l, double Om, double Omc) {
return asin(sqrt(((1.0 - pow((Om / Omc), 2.0)) / (1.0 + (2.0 * pow((t / l), 2.0))))));
}
double code(double t, double l, double Om, double Omc) {
double tmp;
if ((t / l) <= -1e+156) {
tmp = asin((-l / (t * sqrt(2.0))));
} else if ((t / l) <= 5e+82) {
tmp = asin(sqrt(((1.0 - ((Om / Omc) / (Omc / Om))) / (1.0 + (2.0 * ((t / l) / (l / t)))))));
} else {
tmp = asin((l / (t / sqrt(0.5))));
}
return tmp;
}
real(8) function code(t, l, om, omc)
real(8), intent (in) :: t
real(8), intent (in) :: l
real(8), intent (in) :: om
real(8), intent (in) :: omc
code = asin(sqrt(((1.0d0 - ((om / omc) ** 2.0d0)) / (1.0d0 + (2.0d0 * ((t / l) ** 2.0d0))))))
end function
real(8) function code(t, l, om, omc)
real(8), intent (in) :: t
real(8), intent (in) :: l
real(8), intent (in) :: om
real(8), intent (in) :: omc
real(8) :: tmp
if ((t / l) <= (-1d+156)) then
tmp = asin((-l / (t * sqrt(2.0d0))))
else if ((t / l) <= 5d+82) then
tmp = asin(sqrt(((1.0d0 - ((om / omc) / (omc / om))) / (1.0d0 + (2.0d0 * ((t / l) / (l / t)))))))
else
tmp = asin((l / (t / sqrt(0.5d0))))
end if
code = tmp
end function
public static double code(double t, double l, double Om, double Omc) {
return Math.asin(Math.sqrt(((1.0 - Math.pow((Om / Omc), 2.0)) / (1.0 + (2.0 * Math.pow((t / l), 2.0))))));
}
public static double code(double t, double l, double Om, double Omc) {
double tmp;
if ((t / l) <= -1e+156) {
tmp = Math.asin((-l / (t * Math.sqrt(2.0))));
} else if ((t / l) <= 5e+82) {
tmp = Math.asin(Math.sqrt(((1.0 - ((Om / Omc) / (Omc / Om))) / (1.0 + (2.0 * ((t / l) / (l / t)))))));
} else {
tmp = Math.asin((l / (t / Math.sqrt(0.5))));
}
return tmp;
}
def code(t, l, Om, Omc): return math.asin(math.sqrt(((1.0 - math.pow((Om / Omc), 2.0)) / (1.0 + (2.0 * math.pow((t / l), 2.0))))))
def code(t, l, Om, Omc): tmp = 0 if (t / l) <= -1e+156: tmp = math.asin((-l / (t * math.sqrt(2.0)))) elif (t / l) <= 5e+82: tmp = math.asin(math.sqrt(((1.0 - ((Om / Omc) / (Omc / Om))) / (1.0 + (2.0 * ((t / l) / (l / t))))))) else: tmp = math.asin((l / (t / math.sqrt(0.5)))) return tmp
function code(t, l, Om, Omc) return asin(sqrt(Float64(Float64(1.0 - (Float64(Om / Omc) ^ 2.0)) / Float64(1.0 + Float64(2.0 * (Float64(t / l) ^ 2.0)))))) end
function code(t, l, Om, Omc) tmp = 0.0 if (Float64(t / l) <= -1e+156) tmp = asin(Float64(Float64(-l) / Float64(t * sqrt(2.0)))); elseif (Float64(t / l) <= 5e+82) tmp = asin(sqrt(Float64(Float64(1.0 - Float64(Float64(Om / Omc) / Float64(Omc / Om))) / Float64(1.0 + Float64(2.0 * Float64(Float64(t / l) / Float64(l / t))))))); else tmp = asin(Float64(l / Float64(t / sqrt(0.5)))); end return tmp end
function tmp = code(t, l, Om, Omc) tmp = asin(sqrt(((1.0 - ((Om / Omc) ^ 2.0)) / (1.0 + (2.0 * ((t / l) ^ 2.0)))))); end
function tmp_2 = code(t, l, Om, Omc) tmp = 0.0; if ((t / l) <= -1e+156) tmp = asin((-l / (t * sqrt(2.0)))); elseif ((t / l) <= 5e+82) tmp = asin(sqrt(((1.0 - ((Om / Omc) / (Omc / Om))) / (1.0 + (2.0 * ((t / l) / (l / t))))))); else tmp = asin((l / (t / sqrt(0.5)))); end tmp_2 = tmp; end
code[t_, l_, Om_, Omc_] := N[ArcSin[N[Sqrt[N[(N[(1.0 - N[Power[N[(Om / Omc), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision] / N[(1.0 + N[(2.0 * N[Power[N[(t / l), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]], $MachinePrecision]
code[t_, l_, Om_, Omc_] := If[LessEqual[N[(t / l), $MachinePrecision], -1e+156], N[ArcSin[N[((-l) / N[(t * N[Sqrt[2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision], If[LessEqual[N[(t / l), $MachinePrecision], 5e+82], N[ArcSin[N[Sqrt[N[(N[(1.0 - N[(N[(Om / Omc), $MachinePrecision] / N[(Omc / Om), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(1.0 + N[(2.0 * N[(N[(t / l), $MachinePrecision] / N[(l / t), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]], $MachinePrecision], N[ArcSin[N[(l / N[(t / N[Sqrt[0.5], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]]]
\sin^{-1} \left(\sqrt{\frac{1 - {\left(\frac{Om}{Omc}\right)}^{2}}{1 + 2 \cdot {\left(\frac{t}{\ell}\right)}^{2}}}\right)
\begin{array}{l}
\mathbf{if}\;\frac{t}{\ell} \leq -1 \cdot 10^{+156}:\\
\;\;\;\;\sin^{-1} \left(\frac{-\ell}{t \cdot \sqrt{2}}\right)\\
\mathbf{elif}\;\frac{t}{\ell} \leq 5 \cdot 10^{+82}:\\
\;\;\;\;\sin^{-1} \left(\sqrt{\frac{1 - \frac{\frac{Om}{Omc}}{\frac{Omc}{Om}}}{1 + 2 \cdot \frac{\frac{t}{\ell}}{\frac{\ell}{t}}}}\right)\\
\mathbf{else}:\\
\;\;\;\;\sin^{-1} \left(\frac{\ell}{\frac{t}{\sqrt{0.5}}}\right)\\
\end{array}
Results
if (/.f64 t l) < -9.9999999999999998e155Initial program 45.6%
Taylor expanded in Om around 0 45.6%
Simplified45.6%
[Start]45.6 | \[ \sin^{-1} \left(\sqrt{\frac{1}{1 + 2 \cdot \frac{{t}^{2}}{{\ell}^{2}}}}\right)
\] |
|---|---|
unpow2 [=>]45.6 | \[ \sin^{-1} \left(\sqrt{\frac{1}{1 + 2 \cdot \frac{\color{blue}{t \cdot t}}{{\ell}^{2}}}}\right)
\] |
unpow2 [=>]45.6 | \[ \sin^{-1} \left(\sqrt{\frac{1}{1 + 2 \cdot \frac{t \cdot t}{\color{blue}{\ell \cdot \ell}}}}\right)
\] |
Applied egg-rr96.9%
[Start]45.6 | \[ \sin^{-1} \left(\sqrt{\frac{1}{1 + 2 \cdot \frac{t \cdot t}{\ell \cdot \ell}}}\right)
\] |
|---|---|
sqrt-div [=>]45.6 | \[ \sin^{-1} \color{blue}{\left(\frac{\sqrt{1}}{\sqrt{1 + 2 \cdot \frac{t \cdot t}{\ell \cdot \ell}}}\right)}
\] |
metadata-eval [=>]45.6 | \[ \sin^{-1} \left(\frac{\color{blue}{1}}{\sqrt{1 + 2 \cdot \frac{t \cdot t}{\ell \cdot \ell}}}\right)
\] |
add-sqr-sqrt [=>]45.6 | \[ \sin^{-1} \left(\frac{1}{\sqrt{1 + \color{blue}{\sqrt{2 \cdot \frac{t \cdot t}{\ell \cdot \ell}} \cdot \sqrt{2 \cdot \frac{t \cdot t}{\ell \cdot \ell}}}}}\right)
\] |
hypot-1-def [=>]45.6 | \[ \sin^{-1} \left(\frac{1}{\color{blue}{\mathsf{hypot}\left(1, \sqrt{2 \cdot \frac{t \cdot t}{\ell \cdot \ell}}\right)}}\right)
\] |
sqrt-prod [=>]45.6 | \[ \sin^{-1} \left(\frac{1}{\mathsf{hypot}\left(1, \color{blue}{\sqrt{2} \cdot \sqrt{\frac{t \cdot t}{\ell \cdot \ell}}}\right)}\right)
\] |
times-frac [=>]45.6 | \[ \sin^{-1} \left(\frac{1}{\mathsf{hypot}\left(1, \sqrt{2} \cdot \sqrt{\color{blue}{\frac{t}{\ell} \cdot \frac{t}{\ell}}}\right)}\right)
\] |
sqrt-prod [=>]0.0 | \[ \sin^{-1} \left(\frac{1}{\mathsf{hypot}\left(1, \sqrt{2} \cdot \color{blue}{\left(\sqrt{\frac{t}{\ell}} \cdot \sqrt{\frac{t}{\ell}}\right)}\right)}\right)
\] |
add-sqr-sqrt [<=]96.9 | \[ \sin^{-1} \left(\frac{1}{\mathsf{hypot}\left(1, \sqrt{2} \cdot \color{blue}{\frac{t}{\ell}}\right)}\right)
\] |
Simplified96.9%
[Start]96.9 | \[ \sin^{-1} \left(\frac{1}{\mathsf{hypot}\left(1, \sqrt{2} \cdot \frac{t}{\ell}\right)}\right)
\] |
|---|---|
*-commutative [=>]96.9 | \[ \sin^{-1} \left(\frac{1}{\mathsf{hypot}\left(1, \color{blue}{\frac{t}{\ell} \cdot \sqrt{2}}\right)}\right)
\] |
Taylor expanded in t around -inf 98.9%
Simplified98.9%
[Start]98.9 | \[ \sin^{-1} \left(-1 \cdot \frac{\ell}{\sqrt{2} \cdot t}\right)
\] |
|---|---|
associate-*r/ [=>]98.9 | \[ \sin^{-1} \color{blue}{\left(\frac{-1 \cdot \ell}{\sqrt{2} \cdot t}\right)}
\] |
mul-1-neg [=>]98.9 | \[ \sin^{-1} \left(\frac{\color{blue}{-\ell}}{\sqrt{2} \cdot t}\right)
\] |
if -9.9999999999999998e155 < (/.f64 t l) < 5.00000000000000015e82Initial program 98.5%
Applied egg-rr98.5%
[Start]98.5 | \[ \sin^{-1} \left(\sqrt{\frac{1 - {\left(\frac{Om}{Omc}\right)}^{2}}{1 + 2 \cdot {\left(\frac{t}{\ell}\right)}^{2}}}\right)
\] |
|---|---|
unpow2 [=>]98.5 | \[ \sin^{-1} \left(\sqrt{\frac{1 - \color{blue}{\frac{Om}{Omc} \cdot \frac{Om}{Omc}}}{1 + 2 \cdot {\left(\frac{t}{\ell}\right)}^{2}}}\right)
\] |
clear-num [=>]98.5 | \[ \sin^{-1} \left(\sqrt{\frac{1 - \frac{Om}{Omc} \cdot \color{blue}{\frac{1}{\frac{Omc}{Om}}}}{1 + 2 \cdot {\left(\frac{t}{\ell}\right)}^{2}}}\right)
\] |
un-div-inv [=>]98.5 | \[ \sin^{-1} \left(\sqrt{\frac{1 - \color{blue}{\frac{\frac{Om}{Omc}}{\frac{Omc}{Om}}}}{1 + 2 \cdot {\left(\frac{t}{\ell}\right)}^{2}}}\right)
\] |
Applied egg-rr98.5%
[Start]98.5 | \[ \sin^{-1} \left(\sqrt{\frac{1 - \frac{\frac{Om}{Omc}}{\frac{Omc}{Om}}}{1 + 2 \cdot {\left(\frac{t}{\ell}\right)}^{2}}}\right)
\] |
|---|---|
unpow2 [=>]98.5 | \[ \sin^{-1} \left(\sqrt{\frac{1 - \frac{\frac{Om}{Omc}}{\frac{Omc}{Om}}}{1 + 2 \cdot \color{blue}{\left(\frac{t}{\ell} \cdot \frac{t}{\ell}\right)}}}\right)
\] |
clear-num [=>]98.5 | \[ \sin^{-1} \left(\sqrt{\frac{1 - \frac{\frac{Om}{Omc}}{\frac{Omc}{Om}}}{1 + 2 \cdot \left(\frac{t}{\ell} \cdot \color{blue}{\frac{1}{\frac{\ell}{t}}}\right)}}\right)
\] |
un-div-inv [=>]98.5 | \[ \sin^{-1} \left(\sqrt{\frac{1 - \frac{\frac{Om}{Omc}}{\frac{Omc}{Om}}}{1 + 2 \cdot \color{blue}{\frac{\frac{t}{\ell}}{\frac{\ell}{t}}}}}\right)
\] |
if 5.00000000000000015e82 < (/.f64 t l) Initial program 60.3%
Taylor expanded in Om around 0 45.1%
Simplified45.1%
[Start]45.1 | \[ \sin^{-1} \left(\sqrt{\frac{1}{1 + 2 \cdot \frac{{t}^{2}}{{\ell}^{2}}}}\right)
\] |
|---|---|
unpow2 [=>]45.1 | \[ \sin^{-1} \left(\sqrt{\frac{1}{1 + 2 \cdot \frac{\color{blue}{t \cdot t}}{{\ell}^{2}}}}\right)
\] |
unpow2 [=>]45.1 | \[ \sin^{-1} \left(\sqrt{\frac{1}{1 + 2 \cdot \frac{t \cdot t}{\color{blue}{\ell \cdot \ell}}}}\right)
\] |
Taylor expanded in t around -inf 35.4%
Simplified35.4%
[Start]35.4 | \[ \sin^{-1} \left(-1 \cdot \frac{\sqrt{0.5} \cdot \ell}{t}\right)
\] |
|---|---|
mul-1-neg [=>]35.4 | \[ \sin^{-1} \color{blue}{\left(-\frac{\sqrt{0.5} \cdot \ell}{t}\right)}
\] |
associate-/l* [=>]35.4 | \[ \sin^{-1} \left(-\color{blue}{\frac{\sqrt{0.5}}{\frac{t}{\ell}}}\right)
\] |
associate-/r/ [=>]35.4 | \[ \sin^{-1} \left(-\color{blue}{\frac{\sqrt{0.5}}{t} \cdot \ell}\right)
\] |
distribute-rgt-neg-in [=>]35.4 | \[ \sin^{-1} \color{blue}{\left(\frac{\sqrt{0.5}}{t} \cdot \left(-\ell\right)\right)}
\] |
Applied egg-rr99.0%
[Start]35.4 | \[ \sin^{-1} \left(\frac{\sqrt{0.5}}{t} \cdot \left(-\ell\right)\right)
\] |
|---|---|
clear-num [=>]35.4 | \[ \sin^{-1} \left(\color{blue}{\frac{1}{\frac{t}{\sqrt{0.5}}}} \cdot \left(-\ell\right)\right)
\] |
add-sqr-sqrt [=>]17.5 | \[ \sin^{-1} \left(\frac{1}{\frac{t}{\sqrt{0.5}}} \cdot \color{blue}{\left(\sqrt{-\ell} \cdot \sqrt{-\ell}\right)}\right)
\] |
sqrt-unprod [=>]55.5 | \[ \sin^{-1} \left(\frac{1}{\frac{t}{\sqrt{0.5}}} \cdot \color{blue}{\sqrt{\left(-\ell\right) \cdot \left(-\ell\right)}}\right)
\] |
sqr-neg [=>]55.5 | \[ \sin^{-1} \left(\frac{1}{\frac{t}{\sqrt{0.5}}} \cdot \sqrt{\color{blue}{\ell \cdot \ell}}\right)
\] |
sqrt-unprod [<=]48.5 | \[ \sin^{-1} \left(\frac{1}{\frac{t}{\sqrt{0.5}}} \cdot \color{blue}{\left(\sqrt{\ell} \cdot \sqrt{\ell}\right)}\right)
\] |
add-sqr-sqrt [<=]98.9 | \[ \sin^{-1} \left(\frac{1}{\frac{t}{\sqrt{0.5}}} \cdot \color{blue}{\ell}\right)
\] |
associate-*l/ [=>]99.0 | \[ \sin^{-1} \color{blue}{\left(\frac{1 \cdot \ell}{\frac{t}{\sqrt{0.5}}}\right)}
\] |
*-un-lft-identity [<=]99.0 | \[ \sin^{-1} \left(\frac{\color{blue}{\ell}}{\frac{t}{\sqrt{0.5}}}\right)
\] |
Final simplification98.7%
| Alternative 1 | |
|---|---|
| Accuracy | 98.4% |
| Cost | 32832 |
| Alternative 2 | |
|---|---|
| Accuracy | 98.4% |
| Cost | 32832 |
| Alternative 3 | |
|---|---|
| Accuracy | 97.4% |
| Cost | 19712 |
| Alternative 4 | |
|---|---|
| Accuracy | 97.9% |
| Cost | 14152 |
| Alternative 5 | |
|---|---|
| Accuracy | 79.6% |
| Cost | 13640 |
| Alternative 6 | |
|---|---|
| Accuracy | 95.7% |
| Cost | 13640 |
| Alternative 7 | |
|---|---|
| Accuracy | 96.0% |
| Cost | 13640 |
| Alternative 8 | |
|---|---|
| Accuracy | 63.8% |
| Cost | 13385 |
| Alternative 9 | |
|---|---|
| Accuracy | 50.7% |
| Cost | 6464 |
herbie shell --seed 2023146
(FPCore (t l Om Omc)
:name "Toniolo and Linder, Equation (2)"
:precision binary64
(asin (sqrt (/ (- 1.0 (pow (/ Om Omc) 2.0)) (+ 1.0 (* 2.0 (pow (/ t l) 2.0)))))))