| Alternative 1 | |
|---|---|
| Accuracy | 83.5% |
| Cost | 13896 |
(FPCore (a b c) :precision binary64 (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)))
(FPCore (a b c)
:precision binary64
(if (<= b -2e+141)
(pow (* 3.0 (/ a (- (* (/ c b) (* a 1.5)) (+ b b)))) -1.0)
(if (<= b 5.6e-33)
(/ (/ (- b (sqrt (fma a (* c -3.0) (* b b)))) a) -3.0)
(/ (* c -0.5) b))))double code(double a, double b, double c) {
return (-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a);
}
double code(double a, double b, double c) {
double tmp;
if (b <= -2e+141) {
tmp = pow((3.0 * (a / (((c / b) * (a * 1.5)) - (b + b)))), -1.0);
} else if (b <= 5.6e-33) {
tmp = ((b - sqrt(fma(a, (c * -3.0), (b * b)))) / a) / -3.0;
} else {
tmp = (c * -0.5) / b;
}
return tmp;
}
function code(a, b, c) return Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) end
function code(a, b, c) tmp = 0.0 if (b <= -2e+141) tmp = Float64(3.0 * Float64(a / Float64(Float64(Float64(c / b) * Float64(a * 1.5)) - Float64(b + b)))) ^ -1.0; elseif (b <= 5.6e-33) tmp = Float64(Float64(Float64(b - sqrt(fma(a, Float64(c * -3.0), Float64(b * b)))) / a) / -3.0); else tmp = Float64(Float64(c * -0.5) / b); end return tmp end
code[a_, b_, c_] := N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]
code[a_, b_, c_] := If[LessEqual[b, -2e+141], N[Power[N[(3.0 * N[(a / N[(N[(N[(c / b), $MachinePrecision] * N[(a * 1.5), $MachinePrecision]), $MachinePrecision] - N[(b + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], -1.0], $MachinePrecision], If[LessEqual[b, 5.6e-33], N[(N[(N[(b - N[Sqrt[N[(a * N[(c * -3.0), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision] / -3.0), $MachinePrecision], N[(N[(c * -0.5), $MachinePrecision] / b), $MachinePrecision]]]
\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\begin{array}{l}
\mathbf{if}\;b \leq -2 \cdot 10^{+141}:\\
\;\;\;\;{\left(3 \cdot \frac{a}{\frac{c}{b} \cdot \left(a \cdot 1.5\right) - \left(b + b\right)}\right)}^{-1}\\
\mathbf{elif}\;b \leq 5.6 \cdot 10^{-33}:\\
\;\;\;\;\frac{\frac{b - \sqrt{\mathsf{fma}\left(a, c \cdot -3, b \cdot b\right)}}{a}}{-3}\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot -0.5}{b}\\
\end{array}
if b < -2.00000000000000003e141Initial program 6.7%
Simplified6.7%
[Start]6.7 | \[ \frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
|---|---|
*-lft-identity [<=]6.7 | \[ \color{blue}{1 \cdot \frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}}
\] |
metadata-eval [<=]6.7 | \[ \color{blue}{\frac{-1}{-1}} \cdot \frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
times-frac [<=]6.7 | \[ \color{blue}{\frac{-1 \cdot \left(\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}{-1 \cdot \left(3 \cdot a\right)}}
\] |
*-commutative [<=]6.7 | \[ \frac{\color{blue}{\left(\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right) \cdot -1}}{-1 \cdot \left(3 \cdot a\right)}
\] |
times-frac [=>]6.7 | \[ \color{blue}{\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{-1} \cdot \frac{-1}{3 \cdot a}}
\] |
associate-*r/ [=>]6.7 | \[ \color{blue}{\frac{\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{-1} \cdot -1}{3 \cdot a}}
\] |
Taylor expanded in b around -inf 84.2%
Simplified84.2%
[Start]84.2 | \[ \frac{\left(1.5 \cdot \frac{c \cdot a}{b} + -1 \cdot b\right) - b}{3 \cdot a}
\] |
|---|---|
mul-1-neg [=>]84.2 | \[ \frac{\left(1.5 \cdot \frac{c \cdot a}{b} + \color{blue}{\left(-b\right)}\right) - b}{3 \cdot a}
\] |
unsub-neg [=>]84.2 | \[ \frac{\color{blue}{\left(1.5 \cdot \frac{c \cdot a}{b} - b\right)} - b}{3 \cdot a}
\] |
associate-*r/ [=>]84.2 | \[ \frac{\left(\color{blue}{\frac{1.5 \cdot \left(c \cdot a\right)}{b}} - b\right) - b}{3 \cdot a}
\] |
associate-/l* [=>]84.2 | \[ \frac{\left(\color{blue}{\frac{1.5}{\frac{b}{c \cdot a}}} - b\right) - b}{3 \cdot a}
\] |
Applied egg-rr96.1%
Applied egg-rr96.0%
if -2.00000000000000003e141 < b < 5.6e-33Initial program 77.1%
Simplified76.9%
[Start]77.1 | \[ \frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
|---|---|
remove-double-neg [<=]77.1 | \[ \frac{\left(-b\right) + \color{blue}{\left(-\left(-\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)\right)}}{3 \cdot a}
\] |
sub-neg [<=]77.1 | \[ \frac{\color{blue}{\left(-b\right) - \left(-\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}}{3 \cdot a}
\] |
div-sub [=>]77.1 | \[ \color{blue}{\frac{-b}{3 \cdot a} - \frac{-\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}}
\] |
neg-mul-1 [=>]77.1 | \[ \frac{\color{blue}{-1 \cdot b}}{3 \cdot a} - \frac{-\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
associate-*l/ [<=]77.1 | \[ \color{blue}{\frac{-1}{3 \cdot a} \cdot b} - \frac{-\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
distribute-frac-neg [=>]77.1 | \[ \frac{-1}{3 \cdot a} \cdot b - \color{blue}{\left(-\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}\right)}
\] |
fma-neg [=>]77.1 | \[ \color{blue}{\mathsf{fma}\left(\frac{-1}{3 \cdot a}, b, -\left(-\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}\right)\right)}
\] |
/-rgt-identity [<=]77.1 | \[ \mathsf{fma}\left(\frac{-1}{3 \cdot a}, \color{blue}{\frac{b}{1}}, -\left(-\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}\right)\right)
\] |
metadata-eval [<=]77.1 | \[ \mathsf{fma}\left(\frac{-1}{3 \cdot a}, \frac{b}{\color{blue}{\frac{-1}{-1}}}, -\left(-\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}\right)\right)
\] |
associate-/l* [<=]77.1 | \[ \mathsf{fma}\left(\frac{-1}{3 \cdot a}, \color{blue}{\frac{b \cdot -1}{-1}}, -\left(-\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}\right)\right)
\] |
*-commutative [<=]77.1 | \[ \mathsf{fma}\left(\frac{-1}{3 \cdot a}, \frac{\color{blue}{-1 \cdot b}}{-1}, -\left(-\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}\right)\right)
\] |
neg-mul-1 [<=]77.1 | \[ \mathsf{fma}\left(\frac{-1}{3 \cdot a}, \frac{\color{blue}{-b}}{-1}, -\left(-\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}\right)\right)
\] |
fma-neg [<=]77.1 | \[ \color{blue}{\frac{-1}{3 \cdot a} \cdot \frac{-b}{-1} - \left(-\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}\right)}
\] |
neg-mul-1 [=>]77.1 | \[ \frac{-1}{3 \cdot a} \cdot \frac{-b}{-1} - \color{blue}{-1 \cdot \frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}}
\] |
Applied egg-rr77.0%
if 5.6e-33 < b Initial program 14.8%
Simplified14.8%
[Start]14.8 | \[ \frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
|---|---|
remove-double-neg [<=]14.8 | \[ \frac{\left(-b\right) + \color{blue}{\left(-\left(-\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)\right)}}{3 \cdot a}
\] |
sub-neg [<=]14.8 | \[ \frac{\color{blue}{\left(-b\right) - \left(-\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right)}}{3 \cdot a}
\] |
div-sub [=>]13.7 | \[ \color{blue}{\frac{-b}{3 \cdot a} - \frac{-\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}}
\] |
neg-mul-1 [=>]13.7 | \[ \frac{\color{blue}{-1 \cdot b}}{3 \cdot a} - \frac{-\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
associate-*l/ [<=]12.4 | \[ \color{blue}{\frac{-1}{3 \cdot a} \cdot b} - \frac{-\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
distribute-frac-neg [=>]12.4 | \[ \frac{-1}{3 \cdot a} \cdot b - \color{blue}{\left(-\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}\right)}
\] |
fma-neg [=>]8.4 | \[ \color{blue}{\mathsf{fma}\left(\frac{-1}{3 \cdot a}, b, -\left(-\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}\right)\right)}
\] |
/-rgt-identity [<=]8.4 | \[ \mathsf{fma}\left(\frac{-1}{3 \cdot a}, \color{blue}{\frac{b}{1}}, -\left(-\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}\right)\right)
\] |
metadata-eval [<=]8.4 | \[ \mathsf{fma}\left(\frac{-1}{3 \cdot a}, \frac{b}{\color{blue}{\frac{-1}{-1}}}, -\left(-\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}\right)\right)
\] |
associate-/l* [<=]8.4 | \[ \mathsf{fma}\left(\frac{-1}{3 \cdot a}, \color{blue}{\frac{b \cdot -1}{-1}}, -\left(-\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}\right)\right)
\] |
*-commutative [<=]8.4 | \[ \mathsf{fma}\left(\frac{-1}{3 \cdot a}, \frac{\color{blue}{-1 \cdot b}}{-1}, -\left(-\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}\right)\right)
\] |
neg-mul-1 [<=]8.4 | \[ \mathsf{fma}\left(\frac{-1}{3 \cdot a}, \frac{\color{blue}{-b}}{-1}, -\left(-\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}\right)\right)
\] |
fma-neg [<=]12.4 | \[ \color{blue}{\frac{-1}{3 \cdot a} \cdot \frac{-b}{-1} - \left(-\frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}\right)}
\] |
neg-mul-1 [=>]12.4 | \[ \frac{-1}{3 \cdot a} \cdot \frac{-b}{-1} - \color{blue}{-1 \cdot \frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}}
\] |
Taylor expanded in b around inf 89.2%
Applied egg-rr89.2%
Final simplification83.6%
| Alternative 1 | |
|---|---|
| Accuracy | 83.5% |
| Cost | 13896 |
| Alternative 2 | |
|---|---|
| Accuracy | 83.5% |
| Cost | 7624 |
| Alternative 3 | |
|---|---|
| Accuracy | 83.6% |
| Cost | 7624 |
| Alternative 4 | |
|---|---|
| Accuracy | 83.6% |
| Cost | 7624 |
| Alternative 5 | |
|---|---|
| Accuracy | 77.0% |
| Cost | 7368 |
| Alternative 6 | |
|---|---|
| Accuracy | 77.0% |
| Cost | 7368 |
| Alternative 7 | |
|---|---|
| Accuracy | 65.1% |
| Cost | 836 |
| Alternative 8 | |
|---|---|
| Accuracy | 65.1% |
| Cost | 836 |
| Alternative 9 | |
|---|---|
| Accuracy | 65.0% |
| Cost | 708 |
| Alternative 10 | |
|---|---|
| Accuracy | 65.0% |
| Cost | 580 |
| Alternative 11 | |
|---|---|
| Accuracy | 65.1% |
| Cost | 580 |
| Alternative 12 | |
|---|---|
| Accuracy | 65.1% |
| Cost | 452 |
| Alternative 13 | |
|---|---|
| Accuracy | 65.1% |
| Cost | 452 |
| Alternative 14 | |
|---|---|
| Accuracy | 65.1% |
| Cost | 452 |
| Alternative 15 | |
|---|---|
| Accuracy | 38.4% |
| Cost | 320 |
herbie shell --seed 2023122
(FPCore (a b c)
:name "Cubic critical"
:precision binary64
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)))