Toniolo and Linder, Equation (13)

?

Percentage Accurate: 50.2% → 59.8%
Time: 39.3s
Precision: binary64
Cost: 47944

?

\[\sqrt{\left(\left(2 \cdot n\right) \cdot U\right) \cdot \left(\left(t - 2 \cdot \frac{\ell \cdot \ell}{Om}\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)} \]
\[\begin{array}{l} t_1 := \mathsf{fma}\left(\ell, -2, \left(n \cdot \left(U* - U\right)\right) \cdot \frac{\ell}{Om}\right)\\ \mathbf{if}\;\ell \leq -1.08 \cdot 10^{+149}:\\ \;\;\;\;\left(\ell \cdot \sqrt{2}\right) \cdot \left(-\sqrt{n \cdot \left(U \cdot \left(\frac{n \cdot U*}{Om \cdot Om} - \frac{2}{Om}\right)\right)}\right)\\ \mathbf{elif}\;\ell \leq 2.6 \cdot 10^{+146}:\\ \;\;\;\;\sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \frac{\ell \cdot \left(\ell \cdot -2 + \frac{n \cdot \left(\ell \cdot U*\right)}{Om}\right)}{Om}\right)\right)}\\ \mathbf{else}:\\ \;\;\;\;\mathsf{fma}\left(\sqrt{2}, \sqrt{\frac{t_1}{\frac{Om}{n \cdot \left(\ell \cdot U\right)}}}, \left(0.5 \cdot \left(\sqrt{2} \cdot t\right)\right) \cdot \sqrt{\frac{n}{\frac{\ell \cdot t_1}{U \cdot Om}}}\right)\\ \end{array} \]
(FPCore (n U t l Om U*)
 :precision binary64
 (sqrt
  (*
   (* (* 2.0 n) U)
   (- (- t (* 2.0 (/ (* l l) Om))) (* (* n (pow (/ l Om) 2.0)) (- U U*))))))
(FPCore (n U t l Om U*)
 :precision binary64
 (let* ((t_1 (fma l -2.0 (* (* n (- U* U)) (/ l Om)))))
   (if (<= l -1.08e+149)
     (*
      (* l (sqrt 2.0))
      (- (sqrt (* n (* U (- (/ (* n U*) (* Om Om)) (/ 2.0 Om)))))))
     (if (<= l 2.6e+146)
       (sqrt
        (*
         (* 2.0 n)
         (* U (+ t (/ (* l (+ (* l -2.0) (/ (* n (* l U*)) Om))) Om)))))
       (fma
        (sqrt 2.0)
        (sqrt (/ t_1 (/ Om (* n (* l U)))))
        (* (* 0.5 (* (sqrt 2.0) t)) (sqrt (/ n (/ (* l t_1) (* U Om))))))))))
double code(double n, double U, double t, double l, double Om, double U_42_) {
	return sqrt((((2.0 * n) * U) * ((t - (2.0 * ((l * l) / Om))) - ((n * pow((l / Om), 2.0)) * (U - U_42_)))));
}
double code(double n, double U, double t, double l, double Om, double U_42_) {
	double t_1 = fma(l, -2.0, ((n * (U_42_ - U)) * (l / Om)));
	double tmp;
	if (l <= -1.08e+149) {
		tmp = (l * sqrt(2.0)) * -sqrt((n * (U * (((n * U_42_) / (Om * Om)) - (2.0 / Om)))));
	} else if (l <= 2.6e+146) {
		tmp = sqrt(((2.0 * n) * (U * (t + ((l * ((l * -2.0) + ((n * (l * U_42_)) / Om))) / Om)))));
	} else {
		tmp = fma(sqrt(2.0), sqrt((t_1 / (Om / (n * (l * U))))), ((0.5 * (sqrt(2.0) * t)) * sqrt((n / ((l * t_1) / (U * Om))))));
	}
	return tmp;
}
function code(n, U, t, l, Om, U_42_)
	return sqrt(Float64(Float64(Float64(2.0 * n) * U) * Float64(Float64(t - Float64(2.0 * Float64(Float64(l * l) / Om))) - Float64(Float64(n * (Float64(l / Om) ^ 2.0)) * Float64(U - U_42_)))))
end
function code(n, U, t, l, Om, U_42_)
	t_1 = fma(l, -2.0, Float64(Float64(n * Float64(U_42_ - U)) * Float64(l / Om)))
	tmp = 0.0
	if (l <= -1.08e+149)
		tmp = Float64(Float64(l * sqrt(2.0)) * Float64(-sqrt(Float64(n * Float64(U * Float64(Float64(Float64(n * U_42_) / Float64(Om * Om)) - Float64(2.0 / Om)))))));
	elseif (l <= 2.6e+146)
		tmp = sqrt(Float64(Float64(2.0 * n) * Float64(U * Float64(t + Float64(Float64(l * Float64(Float64(l * -2.0) + Float64(Float64(n * Float64(l * U_42_)) / Om))) / Om)))));
	else
		tmp = fma(sqrt(2.0), sqrt(Float64(t_1 / Float64(Om / Float64(n * Float64(l * U))))), Float64(Float64(0.5 * Float64(sqrt(2.0) * t)) * sqrt(Float64(n / Float64(Float64(l * t_1) / Float64(U * Om))))));
	end
	return tmp
end
code[n_, U_, t_, l_, Om_, U$42$_] := N[Sqrt[N[(N[(N[(2.0 * n), $MachinePrecision] * U), $MachinePrecision] * N[(N[(t - N[(2.0 * N[(N[(l * l), $MachinePrecision] / Om), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(n * N[Power[N[(l / Om), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision] * N[(U - U$42$), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]
code[n_, U_, t_, l_, Om_, U$42$_] := Block[{t$95$1 = N[(l * -2.0 + N[(N[(n * N[(U$42$ - U), $MachinePrecision]), $MachinePrecision] * N[(l / Om), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[l, -1.08e+149], N[(N[(l * N[Sqrt[2.0], $MachinePrecision]), $MachinePrecision] * (-N[Sqrt[N[(n * N[(U * N[(N[(N[(n * U$42$), $MachinePrecision] / N[(Om * Om), $MachinePrecision]), $MachinePrecision] - N[(2.0 / Om), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision])), $MachinePrecision], If[LessEqual[l, 2.6e+146], N[Sqrt[N[(N[(2.0 * n), $MachinePrecision] * N[(U * N[(t + N[(N[(l * N[(N[(l * -2.0), $MachinePrecision] + N[(N[(n * N[(l * U$42$), $MachinePrecision]), $MachinePrecision] / Om), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / Om), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision], N[(N[Sqrt[2.0], $MachinePrecision] * N[Sqrt[N[(t$95$1 / N[(Om / N[(n * N[(l * U), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + N[(N[(0.5 * N[(N[Sqrt[2.0], $MachinePrecision] * t), $MachinePrecision]), $MachinePrecision] * N[Sqrt[N[(n / N[(N[(l * t$95$1), $MachinePrecision] / N[(U * Om), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]
\sqrt{\left(\left(2 \cdot n\right) \cdot U\right) \cdot \left(\left(t - 2 \cdot \frac{\ell \cdot \ell}{Om}\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)}
\begin{array}{l}
t_1 := \mathsf{fma}\left(\ell, -2, \left(n \cdot \left(U* - U\right)\right) \cdot \frac{\ell}{Om}\right)\\
\mathbf{if}\;\ell \leq -1.08 \cdot 10^{+149}:\\
\;\;\;\;\left(\ell \cdot \sqrt{2}\right) \cdot \left(-\sqrt{n \cdot \left(U \cdot \left(\frac{n \cdot U*}{Om \cdot Om} - \frac{2}{Om}\right)\right)}\right)\\

\mathbf{elif}\;\ell \leq 2.6 \cdot 10^{+146}:\\
\;\;\;\;\sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \frac{\ell \cdot \left(\ell \cdot -2 + \frac{n \cdot \left(\ell \cdot U*\right)}{Om}\right)}{Om}\right)\right)}\\

\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\sqrt{2}, \sqrt{\frac{t_1}{\frac{Om}{n \cdot \left(\ell \cdot U\right)}}}, \left(0.5 \cdot \left(\sqrt{2} \cdot t\right)\right) \cdot \sqrt{\frac{n}{\frac{\ell \cdot t_1}{U \cdot Om}}}\right)\\


\end{array}

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 21 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. Split input into 3 regimes
  2. if l < -1.08000000000000008e149

    1. Initial program 24.1%

      \[\sqrt{\left(\left(2 \cdot n\right) \cdot U\right) \cdot \left(\left(t - 2 \cdot \frac{\ell \cdot \ell}{Om}\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)} \]
    2. Simplified57.5%

      \[\leadsto \color{blue}{\sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \frac{\ell}{Om} \cdot \mathsf{fma}\left(\ell, -2, \frac{\ell}{Om} \cdot \left(n \cdot \left(U* - U\right)\right)\right)\right)\right)}} \]
      Step-by-step derivation

      [Start]24.1%

      \[ \sqrt{\left(\left(2 \cdot n\right) \cdot U\right) \cdot \left(\left(t - 2 \cdot \frac{\ell \cdot \ell}{Om}\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)} \]

      associate-*l* [=>]24.2%

      \[ \sqrt{\color{blue}{\left(2 \cdot n\right) \cdot \left(U \cdot \left(\left(t - 2 \cdot \frac{\ell \cdot \ell}{Om}\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)}} \]

      sub-neg [=>]24.2%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(\color{blue}{\left(t + \left(-2 \cdot \frac{\ell \cdot \ell}{Om}\right)\right)} - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)} \]

      associate--l+ [=>]24.2%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \color{blue}{\left(t + \left(\left(-2 \cdot \frac{\ell \cdot \ell}{Om}\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)}\right)} \]

      *-commutative [=>]24.2%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\left(-\color{blue}{\frac{\ell \cdot \ell}{Om} \cdot 2}\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)\right)} \]

      distribute-rgt-neg-in [=>]24.2%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\color{blue}{\frac{\ell \cdot \ell}{Om} \cdot \left(-2\right)} - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)\right)} \]

      associate-*l/ [<=]42.9%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\color{blue}{\left(\frac{\ell}{Om} \cdot \ell\right)} \cdot \left(-2\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)\right)} \]

      associate-*l* [=>]42.9%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\color{blue}{\frac{\ell}{Om} \cdot \left(\ell \cdot \left(-2\right)\right)} - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)\right)} \]

      *-commutative [<=]42.9%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\frac{\ell}{Om} \cdot \color{blue}{\left(\left(-2\right) \cdot \ell\right)} - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)\right)} \]

      *-commutative [=>]42.9%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\frac{\ell}{Om} \cdot \left(\left(-2\right) \cdot \ell\right) - \color{blue}{\left({\left(\frac{\ell}{Om}\right)}^{2} \cdot n\right)} \cdot \left(U - U*\right)\right)\right)\right)} \]

      associate-*l* [=>]42.9%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\frac{\ell}{Om} \cdot \left(\left(-2\right) \cdot \ell\right) - \color{blue}{{\left(\frac{\ell}{Om}\right)}^{2} \cdot \left(n \cdot \left(U - U*\right)\right)}\right)\right)\right)} \]

      unpow2 [=>]42.9%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\frac{\ell}{Om} \cdot \left(\left(-2\right) \cdot \ell\right) - \color{blue}{\left(\frac{\ell}{Om} \cdot \frac{\ell}{Om}\right)} \cdot \left(n \cdot \left(U - U*\right)\right)\right)\right)\right)} \]

      associate-*l* [=>]42.9%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\frac{\ell}{Om} \cdot \left(\left(-2\right) \cdot \ell\right) - \color{blue}{\frac{\ell}{Om} \cdot \left(\frac{\ell}{Om} \cdot \left(n \cdot \left(U - U*\right)\right)\right)}\right)\right)\right)} \]
    3. Taylor expanded in U around 0 38.4%

      \[\leadsto \sqrt{\left(2 \cdot n\right) \cdot \color{blue}{\left(\left(t + \frac{\ell \cdot \left(-2 \cdot \ell + \frac{n \cdot \left(\ell \cdot U*\right)}{Om}\right)}{Om}\right) \cdot U\right)}} \]
    4. Applied egg-rr38.3%

      \[\leadsto \color{blue}{1 \cdot \sqrt{\left(2 \cdot n\right) \cdot \left(\left(t + \frac{\ell \cdot \mathsf{fma}\left(-2, \ell, \frac{\left(n \cdot \ell\right) \cdot U*}{Om}\right)}{Om}\right) \cdot U\right)}} \]
      Step-by-step derivation

      [Start]38.4%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(\left(t + \frac{\ell \cdot \left(-2 \cdot \ell + \frac{n \cdot \left(\ell \cdot U*\right)}{Om}\right)}{Om}\right) \cdot U\right)} \]

      *-un-lft-identity [=>]38.4%

      \[ \color{blue}{1 \cdot \sqrt{\left(2 \cdot n\right) \cdot \left(\left(t + \frac{\ell \cdot \left(-2 \cdot \ell + \frac{n \cdot \left(\ell \cdot U*\right)}{Om}\right)}{Om}\right) \cdot U\right)}} \]

      fma-def [=>]38.4%

      \[ 1 \cdot \sqrt{\left(2 \cdot n\right) \cdot \left(\left(t + \frac{\ell \cdot \color{blue}{\mathsf{fma}\left(-2, \ell, \frac{n \cdot \left(\ell \cdot U*\right)}{Om}\right)}}{Om}\right) \cdot U\right)} \]

      associate-*r* [=>]38.3%

      \[ 1 \cdot \sqrt{\left(2 \cdot n\right) \cdot \left(\left(t + \frac{\ell \cdot \mathsf{fma}\left(-2, \ell, \frac{\color{blue}{\left(n \cdot \ell\right) \cdot U*}}{Om}\right)}{Om}\right) \cdot U\right)} \]
    5. Simplified53.8%

      \[\leadsto \color{blue}{\sqrt{\left(\left(2 \cdot n\right) \cdot \left(t + \frac{\ell}{\frac{Om}{\mathsf{fma}\left(\ell, -2, \frac{n \cdot \ell}{\frac{Om}{U*}}\right)}}\right)\right) \cdot U}} \]
      Step-by-step derivation

      [Start]38.3%

      \[ 1 \cdot \sqrt{\left(2 \cdot n\right) \cdot \left(\left(t + \frac{\ell \cdot \mathsf{fma}\left(-2, \ell, \frac{\left(n \cdot \ell\right) \cdot U*}{Om}\right)}{Om}\right) \cdot U\right)} \]

      *-lft-identity [=>]38.3%

      \[ \color{blue}{\sqrt{\left(2 \cdot n\right) \cdot \left(\left(t + \frac{\ell \cdot \mathsf{fma}\left(-2, \ell, \frac{\left(n \cdot \ell\right) \cdot U*}{Om}\right)}{Om}\right) \cdot U\right)}} \]

      associate-*r* [=>]38.3%

      \[ \sqrt{\color{blue}{\left(\left(2 \cdot n\right) \cdot \left(t + \frac{\ell \cdot \mathsf{fma}\left(-2, \ell, \frac{\left(n \cdot \ell\right) \cdot U*}{Om}\right)}{Om}\right)\right) \cdot U}} \]

      associate-/l* [=>]47.7%

      \[ \sqrt{\left(\left(2 \cdot n\right) \cdot \left(t + \color{blue}{\frac{\ell}{\frac{Om}{\mathsf{fma}\left(-2, \ell, \frac{\left(n \cdot \ell\right) \cdot U*}{Om}\right)}}}\right)\right) \cdot U} \]

      fma-udef [=>]47.7%

      \[ \sqrt{\left(\left(2 \cdot n\right) \cdot \left(t + \frac{\ell}{\frac{Om}{\color{blue}{-2 \cdot \ell + \frac{\left(n \cdot \ell\right) \cdot U*}{Om}}}}\right)\right) \cdot U} \]

      *-commutative [<=]47.7%

      \[ \sqrt{\left(\left(2 \cdot n\right) \cdot \left(t + \frac{\ell}{\frac{Om}{\color{blue}{\ell \cdot -2} + \frac{\left(n \cdot \ell\right) \cdot U*}{Om}}}\right)\right) \cdot U} \]

      fma-def [=>]47.7%

      \[ \sqrt{\left(\left(2 \cdot n\right) \cdot \left(t + \frac{\ell}{\frac{Om}{\color{blue}{\mathsf{fma}\left(\ell, -2, \frac{\left(n \cdot \ell\right) \cdot U*}{Om}\right)}}}\right)\right) \cdot U} \]

      associate-/l* [=>]53.8%

      \[ \sqrt{\left(\left(2 \cdot n\right) \cdot \left(t + \frac{\ell}{\frac{Om}{\mathsf{fma}\left(\ell, -2, \color{blue}{\frac{n \cdot \ell}{\frac{Om}{U*}}}\right)}}\right)\right) \cdot U} \]
    6. Taylor expanded in l around 0 38.8%

      \[\leadsto \sqrt{\left(\left(2 \cdot n\right) \cdot \left(t + \color{blue}{\frac{{\ell}^{2} \cdot \left(\frac{n \cdot U*}{Om} - 2\right)}{Om}}\right)\right) \cdot U} \]
    7. Simplified38.8%

      \[\leadsto \sqrt{\left(\left(2 \cdot n\right) \cdot \left(t + \color{blue}{\frac{\ell \cdot \ell}{\frac{Om}{\frac{n}{\frac{Om}{U*}} + -2}}}\right)\right) \cdot U} \]
      Step-by-step derivation

      [Start]38.8%

      \[ \sqrt{\left(\left(2 \cdot n\right) \cdot \left(t + \frac{{\ell}^{2} \cdot \left(\frac{n \cdot U*}{Om} - 2\right)}{Om}\right)\right) \cdot U} \]

      associate-/l* [=>]38.8%

      \[ \sqrt{\left(\left(2 \cdot n\right) \cdot \left(t + \color{blue}{\frac{{\ell}^{2}}{\frac{Om}{\frac{n \cdot U*}{Om} - 2}}}\right)\right) \cdot U} \]

      unpow2 [=>]38.8%

      \[ \sqrt{\left(\left(2 \cdot n\right) \cdot \left(t + \frac{\color{blue}{\ell \cdot \ell}}{\frac{Om}{\frac{n \cdot U*}{Om} - 2}}\right)\right) \cdot U} \]

      sub-neg [=>]38.8%

      \[ \sqrt{\left(\left(2 \cdot n\right) \cdot \left(t + \frac{\ell \cdot \ell}{\frac{Om}{\color{blue}{\frac{n \cdot U*}{Om} + \left(-2\right)}}}\right)\right) \cdot U} \]

      associate-/l* [=>]38.8%

      \[ \sqrt{\left(\left(2 \cdot n\right) \cdot \left(t + \frac{\ell \cdot \ell}{\frac{Om}{\color{blue}{\frac{n}{\frac{Om}{U*}}} + \left(-2\right)}}\right)\right) \cdot U} \]

      metadata-eval [=>]38.8%

      \[ \sqrt{\left(\left(2 \cdot n\right) \cdot \left(t + \frac{\ell \cdot \ell}{\frac{Om}{\frac{n}{\frac{Om}{U*}} + \color{blue}{-2}}}\right)\right) \cdot U} \]
    8. Taylor expanded in l around -inf 74.2%

      \[\leadsto \color{blue}{-1 \cdot \left(\left(\sqrt{2} \cdot \ell\right) \cdot \sqrt{n \cdot \left(\left(\frac{n \cdot U*}{{Om}^{2}} - 2 \cdot \frac{1}{Om}\right) \cdot U\right)}\right)} \]
    9. Simplified74.2%

      \[\leadsto \color{blue}{-\left(\sqrt{2} \cdot \ell\right) \cdot \sqrt{n \cdot \left(U \cdot \left(\frac{n \cdot U*}{Om \cdot Om} - \frac{2}{Om}\right)\right)}} \]
      Step-by-step derivation

      [Start]74.2%

      \[ -1 \cdot \left(\left(\sqrt{2} \cdot \ell\right) \cdot \sqrt{n \cdot \left(\left(\frac{n \cdot U*}{{Om}^{2}} - 2 \cdot \frac{1}{Om}\right) \cdot U\right)}\right) \]

      mul-1-neg [=>]74.2%

      \[ \color{blue}{-\left(\sqrt{2} \cdot \ell\right) \cdot \sqrt{n \cdot \left(\left(\frac{n \cdot U*}{{Om}^{2}} - 2 \cdot \frac{1}{Om}\right) \cdot U\right)}} \]

      *-commutative [=>]74.2%

      \[ -\left(\sqrt{2} \cdot \ell\right) \cdot \sqrt{n \cdot \color{blue}{\left(U \cdot \left(\frac{n \cdot U*}{{Om}^{2}} - 2 \cdot \frac{1}{Om}\right)\right)}} \]

      unpow2 [=>]74.2%

      \[ -\left(\sqrt{2} \cdot \ell\right) \cdot \sqrt{n \cdot \left(U \cdot \left(\frac{n \cdot U*}{\color{blue}{Om \cdot Om}} - 2 \cdot \frac{1}{Om}\right)\right)} \]

      associate-*r/ [=>]74.2%

      \[ -\left(\sqrt{2} \cdot \ell\right) \cdot \sqrt{n \cdot \left(U \cdot \left(\frac{n \cdot U*}{Om \cdot Om} - \color{blue}{\frac{2 \cdot 1}{Om}}\right)\right)} \]

      metadata-eval [=>]74.2%

      \[ -\left(\sqrt{2} \cdot \ell\right) \cdot \sqrt{n \cdot \left(U \cdot \left(\frac{n \cdot U*}{Om \cdot Om} - \frac{\color{blue}{2}}{Om}\right)\right)} \]

    if -1.08000000000000008e149 < l < 2.60000000000000014e146

    1. Initial program 56.3%

      \[\sqrt{\left(\left(2 \cdot n\right) \cdot U\right) \cdot \left(\left(t - 2 \cdot \frac{\ell \cdot \ell}{Om}\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)} \]
    2. Simplified58.5%

      \[\leadsto \color{blue}{\sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \frac{\ell}{Om} \cdot \mathsf{fma}\left(\ell, -2, \frac{\ell}{Om} \cdot \left(n \cdot \left(U* - U\right)\right)\right)\right)\right)}} \]
      Step-by-step derivation

      [Start]56.3%

      \[ \sqrt{\left(\left(2 \cdot n\right) \cdot U\right) \cdot \left(\left(t - 2 \cdot \frac{\ell \cdot \ell}{Om}\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)} \]

      associate-*l* [=>]60.9%

      \[ \sqrt{\color{blue}{\left(2 \cdot n\right) \cdot \left(U \cdot \left(\left(t - 2 \cdot \frac{\ell \cdot \ell}{Om}\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)}} \]

      sub-neg [=>]60.9%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(\color{blue}{\left(t + \left(-2 \cdot \frac{\ell \cdot \ell}{Om}\right)\right)} - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)} \]

      associate--l+ [=>]60.9%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \color{blue}{\left(t + \left(\left(-2 \cdot \frac{\ell \cdot \ell}{Om}\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)}\right)} \]

      *-commutative [=>]60.9%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\left(-\color{blue}{\frac{\ell \cdot \ell}{Om} \cdot 2}\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)\right)} \]

      distribute-rgt-neg-in [=>]60.9%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\color{blue}{\frac{\ell \cdot \ell}{Om} \cdot \left(-2\right)} - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)\right)} \]

      associate-*l/ [<=]60.9%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\color{blue}{\left(\frac{\ell}{Om} \cdot \ell\right)} \cdot \left(-2\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)\right)} \]

      associate-*l* [=>]60.9%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\color{blue}{\frac{\ell}{Om} \cdot \left(\ell \cdot \left(-2\right)\right)} - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)\right)} \]

      *-commutative [<=]60.9%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\frac{\ell}{Om} \cdot \color{blue}{\left(\left(-2\right) \cdot \ell\right)} - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)\right)} \]

      *-commutative [=>]60.9%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\frac{\ell}{Om} \cdot \left(\left(-2\right) \cdot \ell\right) - \color{blue}{\left({\left(\frac{\ell}{Om}\right)}^{2} \cdot n\right)} \cdot \left(U - U*\right)\right)\right)\right)} \]

      associate-*l* [=>]56.3%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\frac{\ell}{Om} \cdot \left(\left(-2\right) \cdot \ell\right) - \color{blue}{{\left(\frac{\ell}{Om}\right)}^{2} \cdot \left(n \cdot \left(U - U*\right)\right)}\right)\right)\right)} \]

      unpow2 [=>]56.3%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\frac{\ell}{Om} \cdot \left(\left(-2\right) \cdot \ell\right) - \color{blue}{\left(\frac{\ell}{Om} \cdot \frac{\ell}{Om}\right)} \cdot \left(n \cdot \left(U - U*\right)\right)\right)\right)\right)} \]

      associate-*l* [=>]57.4%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\frac{\ell}{Om} \cdot \left(\left(-2\right) \cdot \ell\right) - \color{blue}{\frac{\ell}{Om} \cdot \left(\frac{\ell}{Om} \cdot \left(n \cdot \left(U - U*\right)\right)\right)}\right)\right)\right)} \]
    3. Taylor expanded in U around 0 63.0%

      \[\leadsto \sqrt{\left(2 \cdot n\right) \cdot \color{blue}{\left(\left(t + \frac{\ell \cdot \left(-2 \cdot \ell + \frac{n \cdot \left(\ell \cdot U*\right)}{Om}\right)}{Om}\right) \cdot U\right)}} \]

    if 2.60000000000000014e146 < l

    1. Initial program 25.8%

      \[\sqrt{\left(\left(2 \cdot n\right) \cdot U\right) \cdot \left(\left(t - 2 \cdot \frac{\ell \cdot \ell}{Om}\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)} \]
    2. Simplified62.2%

      \[\leadsto \color{blue}{\sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \frac{\ell}{Om} \cdot \mathsf{fma}\left(\ell, -2, \frac{\ell}{Om} \cdot \left(n \cdot \left(U* - U\right)\right)\right)\right)\right)}} \]
      Step-by-step derivation

      [Start]25.8%

      \[ \sqrt{\left(\left(2 \cdot n\right) \cdot U\right) \cdot \left(\left(t - 2 \cdot \frac{\ell \cdot \ell}{Om}\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)} \]

      associate-*l* [=>]26.0%

      \[ \sqrt{\color{blue}{\left(2 \cdot n\right) \cdot \left(U \cdot \left(\left(t - 2 \cdot \frac{\ell \cdot \ell}{Om}\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)}} \]

      sub-neg [=>]26.0%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(\color{blue}{\left(t + \left(-2 \cdot \frac{\ell \cdot \ell}{Om}\right)\right)} - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)} \]

      associate--l+ [=>]26.0%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \color{blue}{\left(t + \left(\left(-2 \cdot \frac{\ell \cdot \ell}{Om}\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)}\right)} \]

      *-commutative [=>]26.0%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\left(-\color{blue}{\frac{\ell \cdot \ell}{Om} \cdot 2}\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)\right)} \]

      distribute-rgt-neg-in [=>]26.0%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\color{blue}{\frac{\ell \cdot \ell}{Om} \cdot \left(-2\right)} - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)\right)} \]

      associate-*l/ [<=]36.5%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\color{blue}{\left(\frac{\ell}{Om} \cdot \ell\right)} \cdot \left(-2\right) - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)\right)} \]

      associate-*l* [=>]36.5%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\color{blue}{\frac{\ell}{Om} \cdot \left(\ell \cdot \left(-2\right)\right)} - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)\right)} \]

      *-commutative [<=]36.5%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\frac{\ell}{Om} \cdot \color{blue}{\left(\left(-2\right) \cdot \ell\right)} - \left(n \cdot {\left(\frac{\ell}{Om}\right)}^{2}\right) \cdot \left(U - U*\right)\right)\right)\right)} \]

      *-commutative [=>]36.5%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\frac{\ell}{Om} \cdot \left(\left(-2\right) \cdot \ell\right) - \color{blue}{\left({\left(\frac{\ell}{Om}\right)}^{2} \cdot n\right)} \cdot \left(U - U*\right)\right)\right)\right)} \]

      associate-*l* [=>]36.5%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\frac{\ell}{Om} \cdot \left(\left(-2\right) \cdot \ell\right) - \color{blue}{{\left(\frac{\ell}{Om}\right)}^{2} \cdot \left(n \cdot \left(U - U*\right)\right)}\right)\right)\right)} \]

      unpow2 [=>]36.5%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\frac{\ell}{Om} \cdot \left(\left(-2\right) \cdot \ell\right) - \color{blue}{\left(\frac{\ell}{Om} \cdot \frac{\ell}{Om}\right)} \cdot \left(n \cdot \left(U - U*\right)\right)\right)\right)\right)} \]

      associate-*l* [=>]36.6%

      \[ \sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \left(\frac{\ell}{Om} \cdot \left(\left(-2\right) \cdot \ell\right) - \color{blue}{\frac{\ell}{Om} \cdot \left(\frac{\ell}{Om} \cdot \left(n \cdot \left(U - U*\right)\right)\right)}\right)\right)\right)} \]
    3. Taylor expanded in t around 0 65.1%

      \[\leadsto \color{blue}{0.5 \cdot \left(\left(\sqrt{2} \cdot t\right) \cdot \sqrt{\frac{n \cdot \left(Om \cdot U\right)}{\left(\frac{n \cdot \left(\ell \cdot \left(U* - U\right)\right)}{Om} + -2 \cdot \ell\right) \cdot \ell}}\right) + \sqrt{2} \cdot \sqrt{\frac{\left(\frac{n \cdot \left(\ell \cdot \left(U* - U\right)\right)}{Om} + -2 \cdot \ell\right) \cdot \left(n \cdot \left(\ell \cdot U\right)\right)}{Om}}} \]
    4. Simplified79.2%

      \[\leadsto \color{blue}{\mathsf{fma}\left(\sqrt{2}, \sqrt{\frac{\mathsf{fma}\left(\ell, -2, \left(n \cdot \left(U* - U\right)\right) \cdot \frac{\ell}{Om}\right)}{\frac{Om}{n \cdot \left(\ell \cdot U\right)}}}, \left(0.5 \cdot \left(\sqrt{2} \cdot t\right)\right) \cdot \sqrt{\frac{n}{\frac{\ell \cdot \mathsf{fma}\left(\ell, -2, \left(n \cdot \left(U* - U\right)\right) \cdot \frac{\ell}{Om}\right)}{Om \cdot U}}}\right)} \]
      Step-by-step derivation

      [Start]65.1%

      \[ 0.5 \cdot \left(\left(\sqrt{2} \cdot t\right) \cdot \sqrt{\frac{n \cdot \left(Om \cdot U\right)}{\left(\frac{n \cdot \left(\ell \cdot \left(U* - U\right)\right)}{Om} + -2 \cdot \ell\right) \cdot \ell}}\right) + \sqrt{2} \cdot \sqrt{\frac{\left(\frac{n \cdot \left(\ell \cdot \left(U* - U\right)\right)}{Om} + -2 \cdot \ell\right) \cdot \left(n \cdot \left(\ell \cdot U\right)\right)}{Om}} \]

      +-commutative [=>]65.1%

      \[ \color{blue}{\sqrt{2} \cdot \sqrt{\frac{\left(\frac{n \cdot \left(\ell \cdot \left(U* - U\right)\right)}{Om} + -2 \cdot \ell\right) \cdot \left(n \cdot \left(\ell \cdot U\right)\right)}{Om}} + 0.5 \cdot \left(\left(\sqrt{2} \cdot t\right) \cdot \sqrt{\frac{n \cdot \left(Om \cdot U\right)}{\left(\frac{n \cdot \left(\ell \cdot \left(U* - U\right)\right)}{Om} + -2 \cdot \ell\right) \cdot \ell}}\right)} \]

      fma-def [=>]65.1%

      \[ \color{blue}{\mathsf{fma}\left(\sqrt{2}, \sqrt{\frac{\left(\frac{n \cdot \left(\ell \cdot \left(U* - U\right)\right)}{Om} + -2 \cdot \ell\right) \cdot \left(n \cdot \left(\ell \cdot U\right)\right)}{Om}}, 0.5 \cdot \left(\left(\sqrt{2} \cdot t\right) \cdot \sqrt{\frac{n \cdot \left(Om \cdot U\right)}{\left(\frac{n \cdot \left(\ell \cdot \left(U* - U\right)\right)}{Om} + -2 \cdot \ell\right) \cdot \ell}}\right)\right)} \]
  3. Recombined 3 regimes into one program.
  4. Final simplification66.1%

    \[\leadsto \begin{array}{l} \mathbf{if}\;\ell \leq -1.08 \cdot 10^{+149}:\\ \;\;\;\;\left(\ell \cdot \sqrt{2}\right) \cdot \left(-\sqrt{n \cdot \left(U \cdot \left(\frac{n \cdot U*}{Om \cdot Om} - \frac{2}{Om}\right)\right)}\right)\\ \mathbf{elif}\;\ell \leq 2.6 \cdot 10^{+146}:\\ \;\;\;\;\sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \frac{\ell \cdot \left(\ell \cdot -2 + \frac{n \cdot \left(\ell \cdot U*\right)}{Om}\right)}{Om}\right)\right)}\\ \mathbf{else}:\\ \;\;\;\;\mathsf{fma}\left(\sqrt{2}, \sqrt{\frac{\mathsf{fma}\left(\ell, -2, \left(n \cdot \left(U* - U\right)\right) \cdot \frac{\ell}{Om}\right)}{\frac{Om}{n \cdot \left(\ell \cdot U\right)}}}, \left(0.5 \cdot \left(\sqrt{2} \cdot t\right)\right) \cdot \sqrt{\frac{n}{\frac{\ell \cdot \mathsf{fma}\left(\ell, -2, \left(n \cdot \left(U* - U\right)\right) \cdot \frac{\ell}{Om}\right)}{U \cdot Om}}}\right)\\ \end{array} \]

Alternatives

Alternative 1
Accuracy59.8%
Cost47944
\[\begin{array}{l} t_1 := \mathsf{fma}\left(\ell, -2, \left(n \cdot \left(U* - U\right)\right) \cdot \frac{\ell}{Om}\right)\\ \mathbf{if}\;\ell \leq -1.08 \cdot 10^{+149}:\\ \;\;\;\;\left(\ell \cdot \sqrt{2}\right) \cdot \left(-\sqrt{n \cdot \left(U \cdot \left(\frac{n \cdot U*}{Om \cdot Om} - \frac{2}{Om}\right)\right)}\right)\\ \mathbf{elif}\;\ell \leq 2.6 \cdot 10^{+146}:\\ \;\;\;\;\sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \frac{\ell \cdot \left(\ell \cdot -2 + \frac{n \cdot \left(\ell \cdot U*\right)}{Om}\right)}{Om}\right)\right)}\\ \mathbf{else}:\\ \;\;\;\;\mathsf{fma}\left(\sqrt{2}, \sqrt{\frac{t_1}{\frac{Om}{n \cdot \left(\ell \cdot U\right)}}}, \left(0.5 \cdot \left(\sqrt{2} \cdot t\right)\right) \cdot \sqrt{\frac{n}{\frac{\ell \cdot t_1}{U \cdot Om}}}\right)\\ \end{array} \]
Alternative 2
Accuracy59.8%
Cost20676
\[\begin{array}{l} \mathbf{if}\;n \leq -3.4 \cdot 10^{-306}:\\ \;\;\;\;\sqrt{U \cdot \left(\left(2 \cdot n\right) \cdot \left(t + \frac{\ell}{\frac{Om}{\mathsf{fma}\left(\ell, -2, \frac{\ell \cdot n}{\frac{Om}{U*}}\right)}}\right)\right)}\\ \mathbf{else}:\\ \;\;\;\;\sqrt{2 \cdot n} \cdot \sqrt{U \cdot \left(t + \frac{\ell \cdot \mathsf{fma}\left(-2, \ell, \frac{U* \cdot \left(\ell \cdot n\right)}{Om}\right)}{Om}\right)}\\ \end{array} \]
Alternative 3
Accuracy59.1%
Cost14212
\[\begin{array}{l} \mathbf{if}\;\ell \leq -2.05 \cdot 10^{+150}:\\ \;\;\;\;\left(\ell \cdot \sqrt{2}\right) \cdot \left(-\sqrt{n \cdot \left(U \cdot \left(\frac{n \cdot U*}{Om \cdot Om} - \frac{2}{Om}\right)\right)}\right)\\ \mathbf{elif}\;\ell \leq 7.5 \cdot 10^{+38}:\\ \;\;\;\;\sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \frac{\ell \cdot \left(\ell \cdot -2 + \frac{n \cdot \left(\ell \cdot U*\right)}{Om}\right)}{Om}\right)\right)}\\ \mathbf{else}:\\ \;\;\;\;\sqrt{2 \cdot \left(n \cdot \left(U \cdot t\right)\right) + 2 \cdot \frac{\left(n \cdot \left(\ell \cdot U\right)\right) \cdot \left(\ell \cdot -2 + \frac{n \cdot \left(\ell \cdot \left(U* - U\right)\right)}{Om}\right)}{Om}}\\ \end{array} \]
Alternative 4
Accuracy57.3%
Cost8648
\[\begin{array}{l} \mathbf{if}\;Om \leq -4.8 \cdot 10^{+133}:\\ \;\;\;\;\sqrt{U \cdot \left(\left(2 \cdot n\right) \cdot \left(t + -2 \cdot \frac{\ell}{\frac{Om}{\ell}}\right)\right)}\\ \mathbf{elif}\;Om \leq 4 \cdot 10^{-165}:\\ \;\;\;\;\sqrt{2 \cdot \left(n \cdot \left(U \cdot t\right)\right) + 2 \cdot \frac{\left(n \cdot \left(\ell \cdot U\right)\right) \cdot \left(\ell \cdot -2 + \frac{n \cdot \left(\ell \cdot \left(U* - U\right)\right)}{Om}\right)}{Om}}\\ \mathbf{elif}\;Om \leq 1.45 \cdot 10^{+245}:\\ \;\;\;\;\sqrt{U \cdot \left(\left(2 \cdot n\right) \cdot \left(t + \frac{\ell \cdot \ell}{\frac{Om}{-2 + \frac{n}{\frac{Om}{U*}}}}\right)\right)}\\ \mathbf{else}:\\ \;\;\;\;\sqrt{\left(U \cdot \left(2 \cdot n\right)\right) \cdot \left(t + -2 \cdot \left(\ell \cdot \frac{\ell}{Om}\right)\right)}\\ \end{array} \]
Alternative 5
Accuracy49.1%
Cost8144
\[\begin{array}{l} \mathbf{if}\;Om \leq -4.9 \cdot 10^{-79}:\\ \;\;\;\;\sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t - 2 \cdot \left(\ell \cdot \frac{\ell}{Om}\right)\right)\right)}\\ \mathbf{elif}\;Om \leq -5.2 \cdot 10^{-181}:\\ \;\;\;\;\sqrt{\left(2 \cdot n\right) \cdot \frac{\frac{n \cdot \left(\left(\ell \cdot \ell\right) \cdot \left(U \cdot U*\right)\right)}{Om}}{Om}}\\ \mathbf{elif}\;Om \leq -3.4 \cdot 10^{-220}:\\ \;\;\;\;\sqrt{2 \cdot \left(n \cdot \left(U \cdot t\right)\right)}\\ \mathbf{elif}\;Om \leq 3.6 \cdot 10^{-146}:\\ \;\;\;\;\sqrt{2 \cdot \left(\frac{\left(\ell \cdot n\right) \cdot \left(\ell \cdot n\right)}{Om} \cdot \frac{U \cdot \left(U* - U\right)}{Om}\right)}\\ \mathbf{else}:\\ \;\;\;\;\sqrt{U \cdot \left(\left(2 \cdot n\right) \cdot \left(t + -2 \cdot \frac{\ell}{\frac{Om}{\ell}}\right)\right)}\\ \end{array} \]
Alternative 6
Accuracy49.5%
Cost8144
\[\begin{array}{l} \mathbf{if}\;Om \leq -5.1 \cdot 10^{-79}:\\ \;\;\;\;\sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t - 2 \cdot \left(\ell \cdot \frac{\ell}{Om}\right)\right)\right)}\\ \mathbf{elif}\;Om \leq -6.2 \cdot 10^{-179}:\\ \;\;\;\;\sqrt{\left(2 \cdot n\right) \cdot \frac{\frac{n \cdot \left(\left(\ell \cdot \ell\right) \cdot \left(U \cdot U*\right)\right)}{Om}}{Om}}\\ \mathbf{elif}\;Om \leq -3.3 \cdot 10^{-220}:\\ \;\;\;\;\sqrt{2 \cdot \left(n \cdot \left(U \cdot t\right)\right)}\\ \mathbf{elif}\;Om \leq 1.95 \cdot 10^{-144}:\\ \;\;\;\;\sqrt{2 \cdot \frac{\left(n \cdot \left(\ell \cdot \ell\right)\right) \cdot \left(U \cdot \left(-2 + U* \cdot \frac{n}{Om}\right)\right)}{Om}}\\ \mathbf{else}:\\ \;\;\;\;\sqrt{U \cdot \left(\left(2 \cdot n\right) \cdot \left(t + -2 \cdot \frac{\ell}{\frac{Om}{\ell}}\right)\right)}\\ \end{array} \]
Alternative 7
Accuracy53.4%
Cost8140
\[\begin{array}{l} t_1 := \ell \cdot \frac{\ell}{Om}\\ \mathbf{if}\;Om \leq -5.4 \cdot 10^{-76}:\\ \;\;\;\;\sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t - 2 \cdot t_1\right)\right)}\\ \mathbf{elif}\;Om \leq 6.5 \cdot 10^{-168}:\\ \;\;\;\;\sqrt{2 \cdot \frac{n \cdot \left(\ell \cdot \left(U \cdot \left(\ell \cdot -2 + \frac{n \cdot \left(\ell \cdot U*\right)}{Om}\right)\right)\right)}{Om}}\\ \mathbf{elif}\;Om \leq 1.8 \cdot 10^{+244}:\\ \;\;\;\;\sqrt{U \cdot \left(\left(2 \cdot n\right) \cdot \left(t + \frac{\ell \cdot \ell}{\frac{Om}{-2 + \frac{n}{\frac{Om}{U*}}}}\right)\right)}\\ \mathbf{else}:\\ \;\;\;\;\sqrt{\left(U \cdot \left(2 \cdot n\right)\right) \cdot \left(t + -2 \cdot t_1\right)}\\ \end{array} \]
Alternative 8
Accuracy57.1%
Cost8140
\[\begin{array}{l} \mathbf{if}\;Om \leq -4.2 \cdot 10^{+133}:\\ \;\;\;\;\sqrt{U \cdot \left(\left(2 \cdot n\right) \cdot \left(t + -2 \cdot \frac{\ell}{\frac{Om}{\ell}}\right)\right)}\\ \mathbf{elif}\;Om \leq 4 \cdot 10^{-165}:\\ \;\;\;\;\sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t + \frac{\ell \cdot \left(\ell \cdot -2 + \frac{n \cdot \left(\ell \cdot U*\right)}{Om}\right)}{Om}\right)\right)}\\ \mathbf{elif}\;Om \leq 6.4 \cdot 10^{+245}:\\ \;\;\;\;\sqrt{U \cdot \left(\left(2 \cdot n\right) \cdot \left(t + \frac{\ell \cdot \ell}{\frac{Om}{-2 + \frac{n}{\frac{Om}{U*}}}}\right)\right)}\\ \mathbf{else}:\\ \;\;\;\;\sqrt{\left(U \cdot \left(2 \cdot n\right)\right) \cdot \left(t + -2 \cdot \left(\ell \cdot \frac{\ell}{Om}\right)\right)}\\ \end{array} \]
Alternative 9
Accuracy52.5%
Cost8008
\[\begin{array}{l} \mathbf{if}\;Om \leq -8.5 \cdot 10^{-74}:\\ \;\;\;\;\sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t - 2 \cdot \left(\ell \cdot \frac{\ell}{Om}\right)\right)\right)}\\ \mathbf{elif}\;Om \leq 9.8 \cdot 10^{-144}:\\ \;\;\;\;\sqrt{2 \cdot \frac{n \cdot \left(\ell \cdot \left(U \cdot \left(\ell \cdot -2 + \frac{n \cdot \left(\ell \cdot U*\right)}{Om}\right)\right)\right)}{Om}}\\ \mathbf{else}:\\ \;\;\;\;\sqrt{U \cdot \left(\left(2 \cdot n\right) \cdot \left(t + -2 \cdot \frac{\ell}{\frac{Om}{\ell}}\right)\right)}\\ \end{array} \]
Alternative 10
Accuracy52.9%
Cost7881
\[\begin{array}{l} \mathbf{if}\;Om \leq -2.65 \cdot 10^{-76} \lor \neg \left(Om \leq 1.4 \cdot 10^{+55}\right):\\ \;\;\;\;\sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t - 2 \cdot \left(\ell \cdot \frac{\ell}{Om}\right)\right)\right)}\\ \mathbf{else}:\\ \;\;\;\;\sqrt{U \cdot \left(\left(2 \cdot n\right) \cdot \left(t + \frac{n}{Om} \cdot \frac{U* \cdot \left(\ell \cdot \ell\right)}{Om}\right)\right)}\\ \end{array} \]
Alternative 11
Accuracy48.9%
Cost7752
\[\begin{array}{l} \mathbf{if}\;Om \leq -1.7 \cdot 10^{-155}:\\ \;\;\;\;\sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t - 2 \cdot \left(\ell \cdot \frac{\ell}{Om}\right)\right)\right)}\\ \mathbf{elif}\;Om \leq 3.4 \cdot 10^{-145}:\\ \;\;\;\;\sqrt{2 \cdot \left(\frac{\left(\ell \cdot \ell\right) \cdot \left(U \cdot U*\right)}{Om} \cdot \frac{n \cdot n}{Om}\right)}\\ \mathbf{else}:\\ \;\;\;\;\sqrt{U \cdot \left(\left(2 \cdot n\right) \cdot \left(t + -2 \cdot \frac{\ell}{\frac{Om}{\ell}}\right)\right)}\\ \end{array} \]
Alternative 12
Accuracy48.7%
Cost7752
\[\begin{array}{l} \mathbf{if}\;Om \leq -3.8 \cdot 10^{-76}:\\ \;\;\;\;\sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t - 2 \cdot \left(\ell \cdot \frac{\ell}{Om}\right)\right)\right)}\\ \mathbf{elif}\;Om \leq 6.5 \cdot 10^{-145}:\\ \;\;\;\;\sqrt{2 \cdot \frac{\left(U \cdot U*\right) \cdot \left(\left(\ell \cdot n\right) \cdot \left(\ell \cdot n\right)\right)}{Om \cdot Om}}\\ \mathbf{else}:\\ \;\;\;\;\sqrt{U \cdot \left(\left(2 \cdot n\right) \cdot \left(t + -2 \cdot \frac{\ell}{\frac{Om}{\ell}}\right)\right)}\\ \end{array} \]
Alternative 13
Accuracy49.1%
Cost7752
\[\begin{array}{l} \mathbf{if}\;Om \leq -1.85 \cdot 10^{-78}:\\ \;\;\;\;\sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t - 2 \cdot \left(\ell \cdot \frac{\ell}{Om}\right)\right)\right)}\\ \mathbf{elif}\;Om \leq 2.5 \cdot 10^{-145}:\\ \;\;\;\;\sqrt{\left(2 \cdot n\right) \cdot \left(\left(\left(\ell \cdot \ell\right) \cdot \frac{n}{Om}\right) \cdot \frac{U \cdot U*}{Om}\right)}\\ \mathbf{else}:\\ \;\;\;\;\sqrt{U \cdot \left(\left(2 \cdot n\right) \cdot \left(t + -2 \cdot \frac{\ell}{\frac{Om}{\ell}}\right)\right)}\\ \end{array} \]
Alternative 14
Accuracy40.4%
Cost7497
\[\begin{array}{l} \mathbf{if}\;\ell \leq -3.55 \cdot 10^{+81} \lor \neg \left(\ell \leq 6.4 \cdot 10^{+92}\right):\\ \;\;\;\;\sqrt{-2 \cdot \left(2 \cdot \frac{U \cdot \left(n \cdot \left(\ell \cdot \ell\right)\right)}{Om}\right)}\\ \mathbf{else}:\\ \;\;\;\;{\left(2 \cdot \left(n \cdot \left(U \cdot t\right)\right)\right)}^{0.5}\\ \end{array} \]
Alternative 15
Accuracy40.0%
Cost7496
\[\begin{array}{l} \mathbf{if}\;\ell \leq -4.2 \cdot 10^{+85}:\\ \;\;\;\;\sqrt{-2 \cdot \left(2 \cdot \frac{U \cdot \left(n \cdot \left(\ell \cdot \ell\right)\right)}{Om}\right)}\\ \mathbf{elif}\;\ell \leq 5.9 \cdot 10^{+93}:\\ \;\;\;\;{\left(2 \cdot \left(n \cdot \left(U \cdot t\right)\right)\right)}^{0.5}\\ \mathbf{else}:\\ \;\;\;\;\sqrt{\left(2 \cdot n\right) \cdot \left(-2 \cdot \frac{\ell \cdot \ell}{\frac{Om}{U}}\right)}\\ \end{array} \]
Alternative 16
Accuracy39.9%
Cost7369
\[\begin{array}{l} \mathbf{if}\;\ell \leq -2.45 \cdot 10^{+82} \lor \neg \left(\ell \leq 2.65 \cdot 10^{+90}\right):\\ \;\;\;\;\sqrt{-4 \cdot \frac{n}{\frac{Om}{U \cdot \left(\ell \cdot \ell\right)}}}\\ \mathbf{else}:\\ \;\;\;\;{\left(2 \cdot \left(n \cdot \left(U \cdot t\right)\right)\right)}^{0.5}\\ \end{array} \]
Alternative 17
Accuracy40.0%
Cost7368
\[\begin{array}{l} t_1 := U \cdot \left(\ell \cdot \ell\right)\\ \mathbf{if}\;\ell \leq -5 \cdot 10^{+83}:\\ \;\;\;\;\sqrt{-4 \cdot \frac{n}{\frac{Om}{t_1}}}\\ \mathbf{elif}\;\ell \leq 5.8 \cdot 10^{+90}:\\ \;\;\;\;{\left(2 \cdot \left(n \cdot \left(U \cdot t\right)\right)\right)}^{0.5}\\ \mathbf{else}:\\ \;\;\;\;\sqrt{\frac{-4 \cdot \left(n \cdot t_1\right)}{Om}}\\ \end{array} \]
Alternative 18
Accuracy47.9%
Cost7360
\[\sqrt{\left(2 \cdot n\right) \cdot \left(U \cdot \left(t - 2 \cdot \left(\ell \cdot \frac{\ell}{Om}\right)\right)\right)} \]
Alternative 19
Accuracy37.6%
Cost6912
\[{\left(2 \cdot \left(n \cdot \left(U \cdot t\right)\right)\right)}^{0.5} \]
Alternative 20
Accuracy36.2%
Cost6848
\[\sqrt{2 \cdot \left(n \cdot \left(U \cdot t\right)\right)} \]
Alternative 21
Accuracy37.1%
Cost6848
\[\sqrt{2 \cdot \left(U \cdot \left(n \cdot t\right)\right)} \]

Reproduce?

herbie shell --seed 2023263 
(FPCore (n U t l Om U*)
  :name "Toniolo and Linder, Equation (13)"
  :precision binary64
  (sqrt (* (* (* 2.0 n) U) (- (- t (* 2.0 (/ (* l l) Om))) (* (* n (pow (/ l Om) 2.0)) (- U U*))))))