| Alternative 1 | |
|---|---|
| Accuracy | 84.6% |
| Cost | 13828 |
(FPCore (alpha beta i) :precision binary64 (/ (/ (* (* i (+ (+ alpha beta) i)) (+ (* beta alpha) (* i (+ (+ alpha beta) i)))) (* (+ (+ alpha beta) (* 2.0 i)) (+ (+ alpha beta) (* 2.0 i)))) (- (* (+ (+ alpha beta) (* 2.0 i)) (+ (+ alpha beta) (* 2.0 i))) 1.0)))
(FPCore (alpha beta i)
:precision binary64
(let* ((t_0 (fma i 2.0 (+ beta alpha))))
(if (<= beta 7.2e+197)
(* (pow (/ i (fma i 2.0 beta)) 2.0) (+ 0.25 (* beta (/ 0.25 i))))
(* (* (/ i t_0) (/ (+ i (+ beta alpha)) t_0)) (/ (+ i alpha) beta)))))double code(double alpha, double beta, double i) {
return (((i * ((alpha + beta) + i)) * ((beta * alpha) + (i * ((alpha + beta) + i)))) / (((alpha + beta) + (2.0 * i)) * ((alpha + beta) + (2.0 * i)))) / ((((alpha + beta) + (2.0 * i)) * ((alpha + beta) + (2.0 * i))) - 1.0);
}
double code(double alpha, double beta, double i) {
double t_0 = fma(i, 2.0, (beta + alpha));
double tmp;
if (beta <= 7.2e+197) {
tmp = pow((i / fma(i, 2.0, beta)), 2.0) * (0.25 + (beta * (0.25 / i)));
} else {
tmp = ((i / t_0) * ((i + (beta + alpha)) / t_0)) * ((i + alpha) / beta);
}
return tmp;
}
function code(alpha, beta, i) return Float64(Float64(Float64(Float64(i * Float64(Float64(alpha + beta) + i)) * Float64(Float64(beta * alpha) + Float64(i * Float64(Float64(alpha + beta) + i)))) / Float64(Float64(Float64(alpha + beta) + Float64(2.0 * i)) * Float64(Float64(alpha + beta) + Float64(2.0 * i)))) / Float64(Float64(Float64(Float64(alpha + beta) + Float64(2.0 * i)) * Float64(Float64(alpha + beta) + Float64(2.0 * i))) - 1.0)) end
function code(alpha, beta, i) t_0 = fma(i, 2.0, Float64(beta + alpha)) tmp = 0.0 if (beta <= 7.2e+197) tmp = Float64((Float64(i / fma(i, 2.0, beta)) ^ 2.0) * Float64(0.25 + Float64(beta * Float64(0.25 / i)))); else tmp = Float64(Float64(Float64(i / t_0) * Float64(Float64(i + Float64(beta + alpha)) / t_0)) * Float64(Float64(i + alpha) / beta)); end return tmp end
code[alpha_, beta_, i_] := N[(N[(N[(N[(i * N[(N[(alpha + beta), $MachinePrecision] + i), $MachinePrecision]), $MachinePrecision] * N[(N[(beta * alpha), $MachinePrecision] + N[(i * N[(N[(alpha + beta), $MachinePrecision] + i), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(N[(N[(alpha + beta), $MachinePrecision] + N[(2.0 * i), $MachinePrecision]), $MachinePrecision] * N[(N[(alpha + beta), $MachinePrecision] + N[(2.0 * i), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(N[(N[(N[(alpha + beta), $MachinePrecision] + N[(2.0 * i), $MachinePrecision]), $MachinePrecision] * N[(N[(alpha + beta), $MachinePrecision] + N[(2.0 * i), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 1.0), $MachinePrecision]), $MachinePrecision]
code[alpha_, beta_, i_] := Block[{t$95$0 = N[(i * 2.0 + N[(beta + alpha), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[beta, 7.2e+197], N[(N[Power[N[(i / N[(i * 2.0 + beta), $MachinePrecision]), $MachinePrecision], 2.0], $MachinePrecision] * N[(0.25 + N[(beta * N[(0.25 / i), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(i / t$95$0), $MachinePrecision] * N[(N[(i + N[(beta + alpha), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision] * N[(N[(i + alpha), $MachinePrecision] / beta), $MachinePrecision]), $MachinePrecision]]]
\frac{\frac{\left(i \cdot \left(\left(\alpha + \beta\right) + i\right)\right) \cdot \left(\beta \cdot \alpha + i \cdot \left(\left(\alpha + \beta\right) + i\right)\right)}{\left(\left(\alpha + \beta\right) + 2 \cdot i\right) \cdot \left(\left(\alpha + \beta\right) + 2 \cdot i\right)}}{\left(\left(\alpha + \beta\right) + 2 \cdot i\right) \cdot \left(\left(\alpha + \beta\right) + 2 \cdot i\right) - 1}
\begin{array}{l}
t_0 := \mathsf{fma}\left(i, 2, \beta + \alpha\right)\\
\mathbf{if}\;\beta \leq 7.2 \cdot 10^{+197}:\\
\;\;\;\;{\left(\frac{i}{\mathsf{fma}\left(i, 2, \beta\right)}\right)}^{2} \cdot \left(0.25 + \beta \cdot \frac{0.25}{i}\right)\\
\mathbf{else}:\\
\;\;\;\;\left(\frac{i}{t_0} \cdot \frac{i + \left(\beta + \alpha\right)}{t_0}\right) \cdot \frac{i + \alpha}{\beta}\\
\end{array}
if beta < 7.19999999999999965e197Initial program 20.8%
Simplified45.4%
[Start]20.8 | \[ \frac{\frac{\left(i \cdot \left(\left(\alpha + \beta\right) + i\right)\right) \cdot \left(\beta \cdot \alpha + i \cdot \left(\left(\alpha + \beta\right) + i\right)\right)}{\left(\left(\alpha + \beta\right) + 2 \cdot i\right) \cdot \left(\left(\alpha + \beta\right) + 2 \cdot i\right)}}{\left(\left(\alpha + \beta\right) + 2 \cdot i\right) \cdot \left(\left(\alpha + \beta\right) + 2 \cdot i\right) - 1}
\] |
|---|---|
associate-/r* [<=]18.9 | \[ \color{blue}{\frac{\left(i \cdot \left(\left(\alpha + \beta\right) + i\right)\right) \cdot \left(\beta \cdot \alpha + i \cdot \left(\left(\alpha + \beta\right) + i\right)\right)}{\left(\left(\left(\alpha + \beta\right) + 2 \cdot i\right) \cdot \left(\left(\alpha + \beta\right) + 2 \cdot i\right)\right) \cdot \left(\left(\left(\alpha + \beta\right) + 2 \cdot i\right) \cdot \left(\left(\alpha + \beta\right) + 2 \cdot i\right) - 1\right)}}
\] |
times-frac [=>]45.4 | \[ \color{blue}{\frac{i \cdot \left(\left(\alpha + \beta\right) + i\right)}{\left(\left(\alpha + \beta\right) + 2 \cdot i\right) \cdot \left(\left(\alpha + \beta\right) + 2 \cdot i\right)} \cdot \frac{\beta \cdot \alpha + i \cdot \left(\left(\alpha + \beta\right) + i\right)}{\left(\left(\alpha + \beta\right) + 2 \cdot i\right) \cdot \left(\left(\alpha + \beta\right) + 2 \cdot i\right) - 1}}
\] |
Taylor expanded in alpha around 0 18.9%
Simplified44.1%
[Start]18.9 | \[ \frac{{i}^{2} \cdot {\left(\beta + i\right)}^{2}}{{\left(\beta + 2 \cdot i\right)}^{2} \cdot \left({\left(\beta + 2 \cdot i\right)}^{2} - 1\right)}
\] |
|---|---|
times-frac [=>]44.1 | \[ \color{blue}{\frac{{i}^{2}}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \frac{{\left(\beta + i\right)}^{2}}{{\left(\beta + 2 \cdot i\right)}^{2} - 1}}
\] |
unpow2 [=>]44.1 | \[ \frac{\color{blue}{i \cdot i}}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \frac{{\left(\beta + i\right)}^{2}}{{\left(\beta + 2 \cdot i\right)}^{2} - 1}
\] |
sub-neg [=>]44.1 | \[ \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \frac{{\left(\beta + i\right)}^{2}}{\color{blue}{{\left(\beta + 2 \cdot i\right)}^{2} + \left(-1\right)}}
\] |
metadata-eval [=>]44.1 | \[ \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \frac{{\left(\beta + i\right)}^{2}}{{\left(\beta + 2 \cdot i\right)}^{2} + \color{blue}{-1}}
\] |
Taylor expanded in i around -inf 36.6%
Simplified36.6%
[Start]36.6 | \[ \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 + -1 \cdot \frac{-0.5 \cdot \beta - -0.25 \cdot \beta}{i}\right)
\] |
|---|---|
distribute-rgt-out-- [=>]36.6 | \[ \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 + -1 \cdot \frac{\color{blue}{\beta \cdot \left(-0.5 - -0.25\right)}}{i}\right)
\] |
metadata-eval [=>]36.6 | \[ \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 + -1 \cdot \frac{\beta \cdot \color{blue}{-0.25}}{i}\right)
\] |
*-commutative [<=]36.6 | \[ \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 + -1 \cdot \frac{\color{blue}{-0.25 \cdot \beta}}{i}\right)
\] |
associate-*r/ [<=]36.6 | \[ \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 + -1 \cdot \color{blue}{\left(-0.25 \cdot \frac{\beta}{i}\right)}\right)
\] |
associate-*r* [=>]36.6 | \[ \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 + \color{blue}{\left(-1 \cdot -0.25\right) \cdot \frac{\beta}{i}}\right)
\] |
metadata-eval [=>]36.6 | \[ \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 + \color{blue}{0.25} \cdot \frac{\beta}{i}\right)
\] |
Applied egg-rr85.8%
[Start]36.6 | \[ \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 + 0.25 \cdot \frac{\beta}{i}\right)
\] |
|---|---|
distribute-lft-in [=>]36.6 | \[ \color{blue}{\frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot 0.25 + \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 \cdot \frac{\beta}{i}\right)}
\] |
add-sqr-sqrt [=>]36.6 | \[ \color{blue}{\left(\sqrt{\frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}}} \cdot \sqrt{\frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}}}\right)} \cdot 0.25 + \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 \cdot \frac{\beta}{i}\right)
\] |
pow2 [=>]36.6 | \[ \color{blue}{{\left(\sqrt{\frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}}}\right)}^{2}} \cdot 0.25 + \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 \cdot \frac{\beta}{i}\right)
\] |
sqrt-div [=>]36.6 | \[ {\color{blue}{\left(\frac{\sqrt{i \cdot i}}{\sqrt{{\left(\beta + 2 \cdot i\right)}^{2}}}\right)}}^{2} \cdot 0.25 + \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 \cdot \frac{\beta}{i}\right)
\] |
sqrt-prod [=>]36.2 | \[ {\left(\frac{\color{blue}{\sqrt{i} \cdot \sqrt{i}}}{\sqrt{{\left(\beta + 2 \cdot i\right)}^{2}}}\right)}^{2} \cdot 0.25 + \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 \cdot \frac{\beta}{i}\right)
\] |
add-sqr-sqrt [<=]36.6 | \[ {\left(\frac{\color{blue}{i}}{\sqrt{{\left(\beta + 2 \cdot i\right)}^{2}}}\right)}^{2} \cdot 0.25 + \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 \cdot \frac{\beta}{i}\right)
\] |
sqrt-pow1 [=>]37.2 | \[ {\left(\frac{i}{\color{blue}{{\left(\beta + 2 \cdot i\right)}^{\left(\frac{2}{2}\right)}}}\right)}^{2} \cdot 0.25 + \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 \cdot \frac{\beta}{i}\right)
\] |
metadata-eval [=>]37.2 | \[ {\left(\frac{i}{{\left(\beta + 2 \cdot i\right)}^{\color{blue}{1}}}\right)}^{2} \cdot 0.25 + \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 \cdot \frac{\beta}{i}\right)
\] |
pow1 [<=]37.2 | \[ {\left(\frac{i}{\color{blue}{\beta + 2 \cdot i}}\right)}^{2} \cdot 0.25 + \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 \cdot \frac{\beta}{i}\right)
\] |
+-commutative [=>]37.2 | \[ {\left(\frac{i}{\color{blue}{2 \cdot i + \beta}}\right)}^{2} \cdot 0.25 + \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 \cdot \frac{\beta}{i}\right)
\] |
*-commutative [=>]37.2 | \[ {\left(\frac{i}{\color{blue}{i \cdot 2} + \beta}\right)}^{2} \cdot 0.25 + \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 \cdot \frac{\beta}{i}\right)
\] |
fma-def [=>]37.2 | \[ {\left(\frac{i}{\color{blue}{\mathsf{fma}\left(i, 2, \beta\right)}}\right)}^{2} \cdot 0.25 + \frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}} \cdot \left(0.25 \cdot \frac{\beta}{i}\right)
\] |
add-sqr-sqrt [=>]37.2 | \[ {\left(\frac{i}{\mathsf{fma}\left(i, 2, \beta\right)}\right)}^{2} \cdot 0.25 + \color{blue}{\left(\sqrt{\frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}}} \cdot \sqrt{\frac{i \cdot i}{{\left(\beta + 2 \cdot i\right)}^{2}}}\right)} \cdot \left(0.25 \cdot \frac{\beta}{i}\right)
\] |
Simplified85.8%
[Start]85.8 | \[ {\left(\frac{i}{\mathsf{fma}\left(i, 2, \beta\right)}\right)}^{2} \cdot 0.25 + {\left(\frac{i}{\mathsf{fma}\left(i, 2, \beta\right)}\right)}^{2} \cdot \left(\frac{0.25}{i} \cdot \beta\right)
\] |
|---|---|
distribute-lft-out [=>]85.8 | \[ \color{blue}{{\left(\frac{i}{\mathsf{fma}\left(i, 2, \beta\right)}\right)}^{2} \cdot \left(0.25 + \frac{0.25}{i} \cdot \beta\right)}
\] |
*-commutative [=>]85.8 | \[ {\left(\frac{i}{\mathsf{fma}\left(i, 2, \beta\right)}\right)}^{2} \cdot \left(0.25 + \color{blue}{\beta \cdot \frac{0.25}{i}}\right)
\] |
if 7.19999999999999965e197 < beta Initial program 0.0%
Simplified11.0%
[Start]0.0 | \[ \frac{\frac{\left(i \cdot \left(\left(\alpha + \beta\right) + i\right)\right) \cdot \left(\beta \cdot \alpha + i \cdot \left(\left(\alpha + \beta\right) + i\right)\right)}{\left(\left(\alpha + \beta\right) + 2 \cdot i\right) \cdot \left(\left(\alpha + \beta\right) + 2 \cdot i\right)}}{\left(\left(\alpha + \beta\right) + 2 \cdot i\right) \cdot \left(\left(\alpha + \beta\right) + 2 \cdot i\right) - 1}
\] |
|---|---|
associate-/r* [<=]0.0 | \[ \color{blue}{\frac{\left(i \cdot \left(\left(\alpha + \beta\right) + i\right)\right) \cdot \left(\beta \cdot \alpha + i \cdot \left(\left(\alpha + \beta\right) + i\right)\right)}{\left(\left(\left(\alpha + \beta\right) + 2 \cdot i\right) \cdot \left(\left(\alpha + \beta\right) + 2 \cdot i\right)\right) \cdot \left(\left(\left(\alpha + \beta\right) + 2 \cdot i\right) \cdot \left(\left(\alpha + \beta\right) + 2 \cdot i\right) - 1\right)}}
\] |
times-frac [=>]11.0 | \[ \color{blue}{\frac{i \cdot \left(\left(\alpha + \beta\right) + i\right)}{\left(\left(\alpha + \beta\right) + 2 \cdot i\right) \cdot \left(\left(\alpha + \beta\right) + 2 \cdot i\right)} \cdot \frac{\beta \cdot \alpha + i \cdot \left(\left(\alpha + \beta\right) + i\right)}{\left(\left(\alpha + \beta\right) + 2 \cdot i\right) \cdot \left(\left(\alpha + \beta\right) + 2 \cdot i\right) - 1}}
\] |
Taylor expanded in beta around inf 80.5%
Final simplification84.7%
| Alternative 1 | |
|---|---|
| Accuracy | 84.6% |
| Cost | 13828 |
| Alternative 2 | |
|---|---|
| Accuracy | 84.5% |
| Cost | 1476 |
| Alternative 3 | |
|---|---|
| Accuracy | 85.1% |
| Cost | 708 |
| Alternative 4 | |
|---|---|
| Accuracy | 85.1% |
| Cost | 708 |
| Alternative 5 | |
|---|---|
| Accuracy | 75.3% |
| Cost | 580 |
| Alternative 6 | |
|---|---|
| Accuracy | 83.1% |
| Cost | 580 |
| Alternative 7 | |
|---|---|
| Accuracy | 83.1% |
| Cost | 580 |
| Alternative 8 | |
|---|---|
| Accuracy | 74.5% |
| Cost | 196 |
| Alternative 9 | |
|---|---|
| Accuracy | 9.7% |
| Cost | 64 |
herbie shell --seed 2023135
(FPCore (alpha beta i)
:name "Octave 3.8, jcobi/4"
:precision binary64
:pre (and (and (> alpha -1.0) (> beta -1.0)) (> i 1.0))
(/ (/ (* (* i (+ (+ alpha beta) i)) (+ (* beta alpha) (* i (+ (+ alpha beta) i)))) (* (+ (+ alpha beta) (* 2.0 i)) (+ (+ alpha beta) (* 2.0 i)))) (- (* (+ (+ alpha beta) (* 2.0 i)) (+ (+ alpha beta) (* 2.0 i))) 1.0)))