| Alternative 1 | |
|---|---|
| Error | 5.0 |
| Cost | 61060 |
(FPCore (a b c) :precision binary64 (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)))
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (sqrt (+ (* b b) (* (* a c) -3.0))) b))
(t_1 (sqrt (+ (* b b) (* a (* c -3.0)))))
(t_2 (- b t_1))
(t_3 (* t_2 (/ 1.0 t_2)))
(t_4 (- t_1 b)))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)) -25.0)
(/ (* t_0 (* (* t_4 (* t_3 (* t_4 (/ t_3 t_4)))) (/ 1.0 t_0))) (* 3.0 a))
(+
(* -0.5 (/ c b))
(+
(* -1.0546875 (/ (* (pow c 4.0) (pow a 3.0)) (pow b 7.0)))
(+
(* -0.375 (/ (* a (pow c 2.0)) (pow b 3.0)))
(* -0.5625 (/ (* (pow c 3.0) (pow a 2.0)) (pow b 5.0)))))))))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 t_0 = sqrt(((b * b) + ((a * c) * -3.0))) - b;
double t_1 = sqrt(((b * b) + (a * (c * -3.0))));
double t_2 = b - t_1;
double t_3 = t_2 * (1.0 / t_2);
double t_4 = t_1 - b;
double tmp;
if (((-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)) <= -25.0) {
tmp = (t_0 * ((t_4 * (t_3 * (t_4 * (t_3 / t_4)))) * (1.0 / t_0))) / (3.0 * a);
} else {
tmp = (-0.5 * (c / b)) + ((-1.0546875 * ((pow(c, 4.0) * pow(a, 3.0)) / pow(b, 7.0))) + ((-0.375 * ((a * pow(c, 2.0)) / pow(b, 3.0))) + (-0.5625 * ((pow(c, 3.0) * pow(a, 2.0)) / pow(b, 5.0)))));
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
code = (-b + sqrt(((b * b) - ((3.0d0 * a) * c)))) / (3.0d0 * a)
end function
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: t_3
real(8) :: t_4
real(8) :: tmp
t_0 = sqrt(((b * b) + ((a * c) * (-3.0d0)))) - b
t_1 = sqrt(((b * b) + (a * (c * (-3.0d0)))))
t_2 = b - t_1
t_3 = t_2 * (1.0d0 / t_2)
t_4 = t_1 - b
if (((-b + sqrt(((b * b) - ((3.0d0 * a) * c)))) / (3.0d0 * a)) <= (-25.0d0)) then
tmp = (t_0 * ((t_4 * (t_3 * (t_4 * (t_3 / t_4)))) * (1.0d0 / t_0))) / (3.0d0 * a)
else
tmp = ((-0.5d0) * (c / b)) + (((-1.0546875d0) * (((c ** 4.0d0) * (a ** 3.0d0)) / (b ** 7.0d0))) + (((-0.375d0) * ((a * (c ** 2.0d0)) / (b ** 3.0d0))) + ((-0.5625d0) * (((c ** 3.0d0) * (a ** 2.0d0)) / (b ** 5.0d0)))))
end if
code = tmp
end function
public static double code(double a, double b, double c) {
return (-b + Math.sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a);
}
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) + ((a * c) * -3.0))) - b;
double t_1 = Math.sqrt(((b * b) + (a * (c * -3.0))));
double t_2 = b - t_1;
double t_3 = t_2 * (1.0 / t_2);
double t_4 = t_1 - b;
double tmp;
if (((-b + Math.sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)) <= -25.0) {
tmp = (t_0 * ((t_4 * (t_3 * (t_4 * (t_3 / t_4)))) * (1.0 / t_0))) / (3.0 * a);
} else {
tmp = (-0.5 * (c / b)) + ((-1.0546875 * ((Math.pow(c, 4.0) * Math.pow(a, 3.0)) / Math.pow(b, 7.0))) + ((-0.375 * ((a * Math.pow(c, 2.0)) / Math.pow(b, 3.0))) + (-0.5625 * ((Math.pow(c, 3.0) * Math.pow(a, 2.0)) / Math.pow(b, 5.0)))));
}
return tmp;
}
def code(a, b, c): return (-b + math.sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)
def code(a, b, c): t_0 = math.sqrt(((b * b) + ((a * c) * -3.0))) - b t_1 = math.sqrt(((b * b) + (a * (c * -3.0)))) t_2 = b - t_1 t_3 = t_2 * (1.0 / t_2) t_4 = t_1 - b tmp = 0 if ((-b + math.sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)) <= -25.0: tmp = (t_0 * ((t_4 * (t_3 * (t_4 * (t_3 / t_4)))) * (1.0 / t_0))) / (3.0 * a) else: tmp = (-0.5 * (c / b)) + ((-1.0546875 * ((math.pow(c, 4.0) * math.pow(a, 3.0)) / math.pow(b, 7.0))) + ((-0.375 * ((a * math.pow(c, 2.0)) / math.pow(b, 3.0))) + (-0.5625 * ((math.pow(c, 3.0) * math.pow(a, 2.0)) / math.pow(b, 5.0))))) 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) t_0 = Float64(sqrt(Float64(Float64(b * b) + Float64(Float64(a * c) * -3.0))) - b) t_1 = sqrt(Float64(Float64(b * b) + Float64(a * Float64(c * -3.0)))) t_2 = Float64(b - t_1) t_3 = Float64(t_2 * Float64(1.0 / t_2)) t_4 = Float64(t_1 - b) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) <= -25.0) tmp = Float64(Float64(t_0 * Float64(Float64(t_4 * Float64(t_3 * Float64(t_4 * Float64(t_3 / t_4)))) * Float64(1.0 / t_0))) / Float64(3.0 * a)); else tmp = Float64(Float64(-0.5 * Float64(c / b)) + Float64(Float64(-1.0546875 * Float64(Float64((c ^ 4.0) * (a ^ 3.0)) / (b ^ 7.0))) + Float64(Float64(-0.375 * Float64(Float64(a * (c ^ 2.0)) / (b ^ 3.0))) + Float64(-0.5625 * Float64(Float64((c ^ 3.0) * (a ^ 2.0)) / (b ^ 5.0)))))); end return tmp end
function tmp = code(a, b, c) tmp = (-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a); end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) + ((a * c) * -3.0))) - b; t_1 = sqrt(((b * b) + (a * (c * -3.0)))); t_2 = b - t_1; t_3 = t_2 * (1.0 / t_2); t_4 = t_1 - b; tmp = 0.0; if (((-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)) <= -25.0) tmp = (t_0 * ((t_4 * (t_3 * (t_4 * (t_3 / t_4)))) * (1.0 / t_0))) / (3.0 * a); else tmp = (-0.5 * (c / b)) + ((-1.0546875 * (((c ^ 4.0) * (a ^ 3.0)) / (b ^ 7.0))) + ((-0.375 * ((a * (c ^ 2.0)) / (b ^ 3.0))) + (-0.5625 * (((c ^ 3.0) * (a ^ 2.0)) / (b ^ 5.0))))); end tmp_2 = 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_] := Block[{t$95$0 = N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] + N[(N[(a * c), $MachinePrecision] * -3.0), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[N[(N[(b * b), $MachinePrecision] + N[(a * N[(c * -3.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$2 = N[(b - t$95$1), $MachinePrecision]}, Block[{t$95$3 = N[(t$95$2 * N[(1.0 / t$95$2), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$4 = N[(t$95$1 - b), $MachinePrecision]}, If[LessEqual[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], -25.0], N[(N[(t$95$0 * N[(N[(t$95$4 * N[(t$95$3 * N[(t$95$4 * N[(t$95$3 / t$95$4), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(1.0 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(-0.5 * N[(c / b), $MachinePrecision]), $MachinePrecision] + N[(N[(-1.0546875 * N[(N[(N[Power[c, 4.0], $MachinePrecision] * N[Power[a, 3.0], $MachinePrecision]), $MachinePrecision] / N[Power[b, 7.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(-0.375 * N[(N[(a * N[Power[c, 2.0], $MachinePrecision]), $MachinePrecision] / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-0.5625 * N[(N[(N[Power[c, 3.0], $MachinePrecision] * N[Power[a, 2.0], $MachinePrecision]), $MachinePrecision] / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]
\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\begin{array}{l}
t_0 := \sqrt{b \cdot b + \left(a \cdot c\right) \cdot -3} - b\\
t_1 := \sqrt{b \cdot b + a \cdot \left(c \cdot -3\right)}\\
t_2 := b - t_1\\
t_3 := t_2 \cdot \frac{1}{t_2}\\
t_4 := t_1 - b\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a} \leq -25:\\
\;\;\;\;\frac{t_0 \cdot \left(\left(t_4 \cdot \left(t_3 \cdot \left(t_4 \cdot \frac{t_3}{t_4}\right)\right)\right) \cdot \frac{1}{t_0}\right)}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;-0.5 \cdot \frac{c}{b} + \left(-1.0546875 \cdot \frac{{c}^{4} \cdot {a}^{3}}{{b}^{7}} + \left(-0.375 \cdot \frac{a \cdot {c}^{2}}{{b}^{3}} + -0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}}\right)\right)\\
\end{array}
Results
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) < -25Initial program 8.3
Simplified8.3
[Start]8.3 | \[ \frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
|---|---|
rational_best_oopsla_all_46_json_45_simplify-35 [=>]8.3 | \[ \frac{\color{blue}{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c} + \left(-b\right)}}{3 \cdot a}
\] |
rational_best_oopsla_all_46_json_45_simplify-97 [=>]8.3 | \[ \frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c} + \color{blue}{\left(0 - b\right)}}{3 \cdot a}
\] |
rational_best_oopsla_all_46_json_45_simplify-108 [=>]8.3 | \[ \frac{\color{blue}{\left(0 + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right) - b}}{3 \cdot a}
\] |
rational_best_oopsla_all_46_json_45_simplify-35 [=>]8.3 | \[ \frac{\color{blue}{\left(\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c} + 0\right)} - b}{3 \cdot a}
\] |
rational_best_oopsla_all_46_json_45_simplify-85 [=>]8.3 | \[ \frac{\color{blue}{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}} - b}{3 \cdot a}
\] |
rational_best_oopsla_all_46_json_45_simplify-74 [=>]8.3 | \[ \frac{\sqrt{b \cdot b - \color{blue}{c \cdot \left(3 \cdot a\right)}} - b}{3 \cdot a}
\] |
rational_best_oopsla_all_46_json_45_simplify-7 [=>]8.3 | \[ \frac{\sqrt{b \cdot b - \color{blue}{3 \cdot \left(c \cdot a\right)}} - b}{3 \cdot a}
\] |
rational_best_oopsla_all_46_json_45_simplify-74 [=>]8.3 | \[ \frac{\sqrt{b \cdot b - 3 \cdot \color{blue}{\left(a \cdot c\right)}} - b}{3 \cdot a}
\] |
Applied egg-rr8.3
Applied egg-rr8.3
if -25 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 3 a) c)))) (*.f64 3 a)) Initial program 30.1
Simplified30.1
[Start]30.1 | \[ \frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\] |
|---|---|
rational_best_oopsla_all_46_json_45_simplify-35 [=>]30.1 | \[ \frac{\color{blue}{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c} + \left(-b\right)}}{3 \cdot a}
\] |
rational_best_oopsla_all_46_json_45_simplify-97 [=>]30.1 | \[ \frac{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c} + \color{blue}{\left(0 - b\right)}}{3 \cdot a}
\] |
rational_best_oopsla_all_46_json_45_simplify-108 [=>]30.1 | \[ \frac{\color{blue}{\left(0 + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}\right) - b}}{3 \cdot a}
\] |
rational_best_oopsla_all_46_json_45_simplify-35 [=>]30.1 | \[ \frac{\color{blue}{\left(\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c} + 0\right)} - b}{3 \cdot a}
\] |
rational_best_oopsla_all_46_json_45_simplify-85 [=>]30.1 | \[ \frac{\color{blue}{\sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}} - b}{3 \cdot a}
\] |
Taylor expanded in b around inf 4.8
Simplified4.7
[Start]4.8 | \[ -0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}} + \left(-0.16666666666666666 \cdot \frac{{\left(-1.125 \cdot \left({c}^{2} \cdot {a}^{2}\right)\right)}^{2} + 5.0625 \cdot \left({c}^{4} \cdot {a}^{4}\right)}{a \cdot {b}^{7}} + \left(-0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)\right)
\] |
|---|---|
rational_best_oopsla_all_46_json_45_simplify-82 [=>]4.8 | \[ \color{blue}{-0.16666666666666666 \cdot \frac{{\left(-1.125 \cdot \left({c}^{2} \cdot {a}^{2}\right)\right)}^{2} + 5.0625 \cdot \left({c}^{4} \cdot {a}^{4}\right)}{a \cdot {b}^{7}} + \left(-0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}} + \left(-0.5 \cdot \frac{c}{b} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)\right)}
\] |
rational_best_oopsla_all_46_json_45_simplify-82 [=>]4.7 | \[ -0.16666666666666666 \cdot \frac{{\left(-1.125 \cdot \left({c}^{2} \cdot {a}^{2}\right)\right)}^{2} + 5.0625 \cdot \left({c}^{4} \cdot {a}^{4}\right)}{a \cdot {b}^{7}} + \color{blue}{\left(-0.5 \cdot \frac{c}{b} + \left(-0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)\right)}
\] |
rational_best_oopsla_all_46_json_45_simplify-82 [=>]4.7 | \[ \color{blue}{-0.5 \cdot \frac{c}{b} + \left(-0.16666666666666666 \cdot \frac{{\left(-1.125 \cdot \left({c}^{2} \cdot {a}^{2}\right)\right)}^{2} + 5.0625 \cdot \left({c}^{4} \cdot {a}^{4}\right)}{a \cdot {b}^{7}} + \left(-0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}} + -0.375 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}\right)\right)}
\] |
Taylor expanded in a around 0 4.7
Simplified4.7
[Start]4.7 | \[ -0.5 \cdot \frac{c}{b} + \left(-0.16666666666666666 \cdot \frac{\left(5.0625 \cdot {c}^{4} + 1.265625 \cdot {c}^{4}\right) \cdot {a}^{3}}{{b}^{7}} + \left(-0.375 \cdot \frac{a \cdot {c}^{2}}{{b}^{3}} + -0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}}\right)\right)
\] |
|---|---|
rational_best_oopsla_all_46_json_45_simplify-74 [=>]4.7 | \[ -0.5 \cdot \frac{c}{b} + \left(-0.16666666666666666 \cdot \frac{\left(5.0625 \cdot {c}^{4} + \color{blue}{{c}^{4} \cdot 1.265625}\right) \cdot {a}^{3}}{{b}^{7}} + \left(-0.375 \cdot \frac{a \cdot {c}^{2}}{{b}^{3}} + -0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}}\right)\right)
\] |
rational_best_oopsla_all_46_json_45_simplify-23 [=>]4.7 | \[ -0.5 \cdot \frac{c}{b} + \left(-0.16666666666666666 \cdot \frac{\color{blue}{\left({c}^{4} \cdot \left(5.0625 + 1.265625\right)\right)} \cdot {a}^{3}}{{b}^{7}} + \left(-0.375 \cdot \frac{a \cdot {c}^{2}}{{b}^{3}} + -0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}}\right)\right)
\] |
metadata-eval [=>]4.7 | \[ -0.5 \cdot \frac{c}{b} + \left(-0.16666666666666666 \cdot \frac{\left({c}^{4} \cdot \color{blue}{6.328125}\right) \cdot {a}^{3}}{{b}^{7}} + \left(-0.375 \cdot \frac{a \cdot {c}^{2}}{{b}^{3}} + -0.5625 \cdot \frac{{c}^{3} \cdot {a}^{2}}{{b}^{5}}\right)\right)
\] |
Taylor expanded in c around 0 4.7
Final simplification5.0
| Alternative 1 | |
|---|---|
| Error | 5.0 |
| Cost | 61060 |
| Alternative 2 | |
|---|---|
| Error | 5.0 |
| Cost | 61060 |
| Alternative 3 | |
|---|---|
| Error | 7.3 |
| Cost | 33796 |
| Alternative 4 | |
|---|---|
| Error | 10.0 |
| Cost | 22468 |
| Alternative 5 | |
|---|---|
| Error | 10.0 |
| Cost | 21956 |
| Alternative 6 | |
|---|---|
| Error | 15.2 |
| Cost | 14852 |
| Alternative 7 | |
|---|---|
| Error | 10.0 |
| Cost | 13892 |
| Alternative 8 | |
|---|---|
| Error | 16.8 |
| Cost | 7492 |
| Alternative 9 | |
|---|---|
| Error | 22.9 |
| Cost | 320 |
herbie shell --seed 2023090
(FPCore (a b c)
:name "Cubic critical, narrow range"
:precision binary64
:pre (and (and (and (< 1.0536712127723509e-8 a) (< a 94906265.62425156)) (and (< 1.0536712127723509e-8 b) (< b 94906265.62425156))) (and (< 1.0536712127723509e-8 c) (< c 94906265.62425156)))
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)))