
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (- (- b) t_0) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) t_0)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_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
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (-b - t_0) / (2.0d0 * a)
else
tmp = (2.0d0 * c) / (-b + t_0)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (-b - t_0) / (2.0 * a) else: tmp = (2.0 * c) / (-b + t_0) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(Float64(-b) - t_0) / Float64(2.0 * a)); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (-b - t_0) / (2.0 * a); else tmp = (2.0 * c) / (-b + t_0); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[((-b) - t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - t\_0}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\
\end{array}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 9 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (- (- b) t_0) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) t_0)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_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
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (-b - t_0) / (2.0d0 * a)
else
tmp = (2.0d0 * c) / (-b + t_0)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (-b - t_0) / (2.0 * a) else: tmp = (2.0 * c) / (-b + t_0) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(Float64(-b) - t_0) / Float64(2.0 * a)); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (-b - t_0) / (2.0 * a); else tmp = (2.0 * c) / (-b + t_0); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[((-b) - t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - t\_0}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\
\end{array}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (- (* b b) (* c (* a 4.0))))) (t_1 (/ (* c 2.0) (- t_0 b))))
(if (<= b -1e+152)
(if (>= b 0.0) (/ (- b) a) (/ c (- b)))
(if (<= b 1e+111)
(if (>= b 0.0) (/ (- (- b) t_0) (* a 2.0)) t_1)
(if (>= b 0.0) (- (/ c b) (/ b a)) t_1)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - (c * (a * 4.0))));
double t_1 = (c * 2.0) / (t_0 - b);
double tmp_1;
if (b <= -1e+152) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 1e+111) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-b - t_0) / (a * 2.0);
} else {
tmp_3 = t_1;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = t_1;
}
return tmp_1;
}
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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
t_0 = sqrt(((b * b) - (c * (a * 4.0d0))))
t_1 = (c * 2.0d0) / (t_0 - b)
if (b <= (-1d+152)) then
if (b >= 0.0d0) then
tmp_2 = -b / a
else
tmp_2 = c / -b
end if
tmp_1 = tmp_2
else if (b <= 1d+111) then
if (b >= 0.0d0) then
tmp_3 = (-b - t_0) / (a * 2.0d0)
else
tmp_3 = t_1
end if
tmp_1 = tmp_3
else if (b >= 0.0d0) then
tmp_1 = (c / b) - (b / a)
else
tmp_1 = t_1
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - (c * (a * 4.0))));
double t_1 = (c * 2.0) / (t_0 - b);
double tmp_1;
if (b <= -1e+152) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 1e+111) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-b - t_0) / (a * 2.0);
} else {
tmp_3 = t_1;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = t_1;
}
return tmp_1;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - (c * (a * 4.0)))) t_1 = (c * 2.0) / (t_0 - b) tmp_1 = 0 if b <= -1e+152: tmp_2 = 0 if b >= 0.0: tmp_2 = -b / a else: tmp_2 = c / -b tmp_1 = tmp_2 elif b <= 1e+111: tmp_3 = 0 if b >= 0.0: tmp_3 = (-b - t_0) / (a * 2.0) else: tmp_3 = t_1 tmp_1 = tmp_3 elif b >= 0.0: tmp_1 = (c / b) - (b / a) else: tmp_1 = t_1 return tmp_1
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(c * Float64(a * 4.0)))) t_1 = Float64(Float64(c * 2.0) / Float64(t_0 - b)) tmp_1 = 0.0 if (b <= -1e+152) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b <= 1e+111) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(-b) - t_0) / Float64(a * 2.0)); else tmp_3 = t_1; end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) - Float64(b / a)); else tmp_1 = t_1; end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = sqrt(((b * b) - (c * (a * 4.0)))); t_1 = (c * 2.0) / (t_0 - b); tmp_2 = 0.0; if (b <= -1e+152) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = -b / a; else tmp_3 = c / -b; end tmp_2 = tmp_3; elseif (b <= 1e+111) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = (-b - t_0) / (a * 2.0); else tmp_4 = t_1; end tmp_2 = tmp_4; elseif (b >= 0.0) tmp_2 = (c / b) - (b / a); else tmp_2 = t_1; end tmp_5 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(a * 4.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(N[(c * 2.0), $MachinePrecision] / N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -1e+152], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[LessEqual[b, 1e+111], If[GreaterEqual[b, 0.0], N[(N[((-b) - t$95$0), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision], t$95$1], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - c \cdot \left(a \cdot 4\right)}\\
t_1 := \frac{c \cdot 2}{t\_0 - b}\\
\mathbf{if}\;b \leq -1 \cdot 10^{+152}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \leq 10^{+111}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - t\_0}{a \cdot 2}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -1e152Initial program 29.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.1
Simplified98.1%
Taylor expanded in b around inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6498.1
Simplified98.1%
Taylor expanded in c around 0
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6498.1
Simplified98.1%
if -1e152 < b < 9.99999999999999957e110Initial program 85.4%
if 9.99999999999999957e110 < b Initial program 55.7%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6496.4
Simplified96.4%
Final simplification89.9%
(FPCore (a b c)
:precision binary64
(if (<= b -2.8e+150)
(if (>= b 0.0) (/ (- b) a) (/ c (- b)))
(if (<= b -2e-310)
(if (>= b 0.0)
(* (/ -0.5 a) (* b 2.0))
(/ (* c 2.0) (- (sqrt (fma c (* a -4.0) (* b b))) b)))
(if (<= b 4e-10)
(if (>= b 0.0)
(* (/ 0.5 a) (- (- b) (sqrt (* a (* c -4.0)))))
(/ (* c 2.0) (- (/ 0.5 b))))
(if (>= b 0.0) (- (/ c b) (/ b a)) (- (/ (* c 2.0) (+ b b))))))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -2.8e+150) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= -2e-310) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-0.5 / a) * (b * 2.0);
} else {
tmp_3 = (c * 2.0) / (sqrt(fma(c, (a * -4.0), (b * b))) - b);
}
tmp_1 = tmp_3;
} else if (b <= 4e-10) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (0.5 / a) * (-b - sqrt((a * (c * -4.0))));
} else {
tmp_4 = (c * 2.0) / -(0.5 / b);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = -((c * 2.0) / (b + b));
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= -2.8e+150) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b <= -2e-310) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-0.5 / a) * Float64(b * 2.0)); else tmp_3 = Float64(Float64(c * 2.0) / Float64(sqrt(fma(c, Float64(a * -4.0), Float64(b * b))) - b)); end tmp_1 = tmp_3; elseif (b <= 4e-10) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(0.5 / a) * Float64(Float64(-b) - sqrt(Float64(a * Float64(c * -4.0))))); else tmp_4 = Float64(Float64(c * 2.0) / Float64(-Float64(0.5 / b))); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) - Float64(b / a)); else tmp_1 = Float64(-Float64(Float64(c * 2.0) / Float64(b + b))); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, -2.8e+150], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[LessEqual[b, -2e-310], If[GreaterEqual[b, 0.0], N[(N[(-0.5 / a), $MachinePrecision] * N[(b * 2.0), $MachinePrecision]), $MachinePrecision], N[(N[(c * 2.0), $MachinePrecision] / N[(N[Sqrt[N[(c * N[(a * -4.0), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 4e-10], If[GreaterEqual[b, 0.0], N[(N[(0.5 / a), $MachinePrecision] * N[((-b) - N[Sqrt[N[(a * N[(c * -4.0), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(c * 2.0), $MachinePrecision] / (-N[(0.5 / b), $MachinePrecision])), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], (-N[(N[(c * 2.0), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision])]]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -2.8 \cdot 10^{+150}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \leq -2 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-0.5}{a} \cdot \left(b \cdot 2\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot 2}{\sqrt{\mathsf{fma}\left(c, a \cdot -4, b \cdot b\right)} - b}\\
\end{array}\\
\mathbf{elif}\;b \leq 4 \cdot 10^{-10}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{0.5}{a} \cdot \left(\left(-b\right) - \sqrt{a \cdot \left(c \cdot -4\right)}\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot 2}{-\frac{0.5}{b}}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;-\frac{c \cdot 2}{b + b}\\
\end{array}
\end{array}
if b < -2.80000000000000009e150Initial program 29.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.1
Simplified98.1%
Taylor expanded in b around inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6498.1
Simplified98.1%
Taylor expanded in c around 0
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6498.1
Simplified98.1%
if -2.80000000000000009e150 < b < -1.999999999999994e-310Initial program 92.4%
Applied egg-rr92.4%
Applied egg-rr92.4%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f6492.4
Simplified92.4%
if -1.999999999999994e-310 < b < 4.00000000000000015e-10Initial program 72.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6472.1
Simplified72.1%
lift-neg.f64N/A
lift-neg.f64N/A
flip-+N/A
clear-numN/A
+-inversesN/A
+-inversesN/A
lift-*.f64N/A
sqr-negN/A
lift-neg.f64N/A
lift-neg.f64N/A
lift-*.f64N/A
sqr-negN/A
lift-neg.f64N/A
lift-neg.f64N/A
lift-neg.f64N/A
lift-neg.f64N/A
sqr-negN/A
lift-*.f64N/A
lift-neg.f64N/A
lift-neg.f64N/A
sqr-negN/A
lift-*.f64N/A
+-inversesN/A
+-inversesN/A
Applied egg-rr72.1%
Taylor expanded in b around 0
*-commutativeN/A
lower-*.f64N/A
lower-*.f6459.7
Simplified59.7%
lift-neg.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
clear-numN/A
associate-/r/N/A
lower-*.f64N/A
lift-*.f64N/A
associate-/r*N/A
metadata-evalN/A
lower-/.f6459.7
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
lower-*.f6459.7
lift-*.f64N/A
*-commutativeN/A
lower-*.f6459.7
Applied egg-rr59.7%
if 4.00000000000000015e-10 < b Initial program 65.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6465.9
Simplified65.9%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6488.4
Simplified88.4%
Final simplification86.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* c 2.0) (- (sqrt (- (* b b) (* c (* a 4.0)))) b))))
(if (<= b -1.3e+153)
(if (>= b 0.0) (/ (- b) a) (/ c (- b)))
(if (<= b 9.8e+107)
(if (>= b 0.0)
(* (/ -0.5 a) (+ b (sqrt (fma b b (* c (* a -4.0))))))
t_0)
(if (>= b 0.0) (- (/ c b) (/ b a)) t_0)))))
double code(double a, double b, double c) {
double t_0 = (c * 2.0) / (sqrt(((b * b) - (c * (a * 4.0)))) - b);
double tmp_1;
if (b <= -1.3e+153) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 9.8e+107) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-0.5 / a) * (b + sqrt(fma(b, b, (c * (a * -4.0)))));
} else {
tmp_3 = t_0;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(c * 2.0) / Float64(sqrt(Float64(Float64(b * b) - Float64(c * Float64(a * 4.0)))) - b)) tmp_1 = 0.0 if (b <= -1.3e+153) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b <= 9.8e+107) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-0.5 / a) * Float64(b + sqrt(fma(b, b, Float64(c * Float64(a * -4.0)))))); else tmp_3 = t_0; end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) - Float64(b / a)); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c * 2.0), $MachinePrecision] / N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(a * 4.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -1.3e+153], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[LessEqual[b, 9.8e+107], If[GreaterEqual[b, 0.0], N[(N[(-0.5 / a), $MachinePrecision] * N[(b + N[Sqrt[N[(b * b + N[(c * N[(a * -4.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$0], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], t$95$0]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{c \cdot 2}{\sqrt{b \cdot b - c \cdot \left(a \cdot 4\right)} - b}\\
\mathbf{if}\;b \leq -1.3 \cdot 10^{+153}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \leq 9.8 \cdot 10^{+107}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-0.5}{a} \cdot \left(b + \sqrt{\mathsf{fma}\left(b, b, c \cdot \left(a \cdot -4\right)\right)}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -1.2999999999999999e153Initial program 29.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.1
Simplified98.1%
Taylor expanded in b around inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6498.1
Simplified98.1%
Taylor expanded in c around 0
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6498.1
Simplified98.1%
if -1.2999999999999999e153 < b < 9.8000000000000003e107Initial program 85.4%
Applied egg-rr85.4%
if 9.8000000000000003e107 < b Initial program 55.7%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6496.4
Simplified96.4%
Final simplification89.9%
(FPCore (a b c)
:precision binary64
(if (<= b -6e+153)
(if (>= b 0.0) (/ (- b) a) (/ c (- b)))
(if (<= b 1.7e+110)
(if (>= b 0.0)
(* (/ -0.5 a) (+ b (sqrt (fma b b (* c (* a -4.0))))))
(/ (* c 2.0) (- (sqrt (- (* b b) (* c (* a 4.0)))) b)))
(if (>= b 0.0) (- (/ c b) (/ b a)) (- (/ (* c 2.0) (+ b b)))))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -6e+153) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 1.7e+110) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-0.5 / a) * (b + sqrt(fma(b, b, (c * (a * -4.0)))));
} else {
tmp_3 = (c * 2.0) / (sqrt(((b * b) - (c * (a * 4.0)))) - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = -((c * 2.0) / (b + b));
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= -6e+153) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b <= 1.7e+110) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-0.5 / a) * Float64(b + sqrt(fma(b, b, Float64(c * Float64(a * -4.0)))))); else tmp_3 = Float64(Float64(c * 2.0) / Float64(sqrt(Float64(Float64(b * b) - Float64(c * Float64(a * 4.0)))) - b)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) - Float64(b / a)); else tmp_1 = Float64(-Float64(Float64(c * 2.0) / Float64(b + b))); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, -6e+153], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[LessEqual[b, 1.7e+110], If[GreaterEqual[b, 0.0], N[(N[(-0.5 / a), $MachinePrecision] * N[(b + N[Sqrt[N[(b * b + N[(c * N[(a * -4.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(c * 2.0), $MachinePrecision] / N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(c * N[(a * 4.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], (-N[(N[(c * 2.0), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision])]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -6 \cdot 10^{+153}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.7 \cdot 10^{+110}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-0.5}{a} \cdot \left(b + \sqrt{\mathsf{fma}\left(b, b, c \cdot \left(a \cdot -4\right)\right)}\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot 2}{\sqrt{b \cdot b - c \cdot \left(a \cdot 4\right)} - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;-\frac{c \cdot 2}{b + b}\\
\end{array}
\end{array}
if b < -6.00000000000000037e153Initial program 29.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.1
Simplified98.1%
Taylor expanded in b around inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6498.1
Simplified98.1%
Taylor expanded in c around 0
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6498.1
Simplified98.1%
if -6.00000000000000037e153 < b < 1.7000000000000001e110Initial program 85.4%
Applied egg-rr85.4%
if 1.7000000000000001e110 < b Initial program 55.7%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6455.7
Simplified55.7%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6496.4
Simplified96.4%
Final simplification89.9%
(FPCore (a b c)
:precision binary64
(if (<= b -2.55e+151)
(if (>= b 0.0) (/ (- b) a) (/ c (- b)))
(if (<= b 9.5e+109)
(if (>= b 0.0)
(* (/ -0.5 a) (+ b (sqrt (fma b b (* c (* a -4.0))))))
(/ (* c 2.0) (- (sqrt (fma c (* a -4.0) (* b b))) b)))
(if (>= b 0.0) (- (/ c b) (/ b a)) (- (/ (* c 2.0) (+ b b)))))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -2.55e+151) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 9.5e+109) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-0.5 / a) * (b + sqrt(fma(b, b, (c * (a * -4.0)))));
} else {
tmp_3 = (c * 2.0) / (sqrt(fma(c, (a * -4.0), (b * b))) - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = -((c * 2.0) / (b + b));
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= -2.55e+151) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b <= 9.5e+109) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-0.5 / a) * Float64(b + sqrt(fma(b, b, Float64(c * Float64(a * -4.0)))))); else tmp_3 = Float64(Float64(c * 2.0) / Float64(sqrt(fma(c, Float64(a * -4.0), Float64(b * b))) - b)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) - Float64(b / a)); else tmp_1 = Float64(-Float64(Float64(c * 2.0) / Float64(b + b))); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, -2.55e+151], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[LessEqual[b, 9.5e+109], If[GreaterEqual[b, 0.0], N[(N[(-0.5 / a), $MachinePrecision] * N[(b + N[Sqrt[N[(b * b + N[(c * N[(a * -4.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(c * 2.0), $MachinePrecision] / N[(N[Sqrt[N[(c * N[(a * -4.0), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], (-N[(N[(c * 2.0), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision])]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -2.55 \cdot 10^{+151}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \leq 9.5 \cdot 10^{+109}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-0.5}{a} \cdot \left(b + \sqrt{\mathsf{fma}\left(b, b, c \cdot \left(a \cdot -4\right)\right)}\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot 2}{\sqrt{\mathsf{fma}\left(c, a \cdot -4, b \cdot b\right)} - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;-\frac{c \cdot 2}{b + b}\\
\end{array}
\end{array}
if b < -2.54999999999999998e151Initial program 29.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.1
Simplified98.1%
Taylor expanded in b around inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6498.1
Simplified98.1%
Taylor expanded in c around 0
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6498.1
Simplified98.1%
if -2.54999999999999998e151 < b < 9.49999999999999972e109Initial program 85.4%
Applied egg-rr85.4%
Applied egg-rr85.4%
if 9.49999999999999972e109 < b Initial program 55.7%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6455.7
Simplified55.7%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6496.4
Simplified96.4%
Final simplification89.9%
(FPCore (a b c)
:precision binary64
(if (<= b -9.5e-245)
(if (>= b 0.0) (/ (- b) a) (/ c (- b)))
(if (<= b 1.7e-9)
(if (>= b 0.0)
(* (/ 0.5 a) (- (- b) (sqrt (* a (* c -4.0)))))
(/ (* c 2.0) (- (/ 0.5 b))))
(if (>= b 0.0) (- (/ c b) (/ b a)) (- (/ (* c 2.0) (+ b b)))))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -9.5e-245) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 1.7e-9) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (0.5 / a) * (-b - sqrt((a * (c * -4.0))));
} else {
tmp_3 = (c * 2.0) / -(0.5 / b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = -((c * 2.0) / (b + b));
}
return tmp_1;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
if (b <= (-9.5d-245)) then
if (b >= 0.0d0) then
tmp_2 = -b / a
else
tmp_2 = c / -b
end if
tmp_1 = tmp_2
else if (b <= 1.7d-9) then
if (b >= 0.0d0) then
tmp_3 = (0.5d0 / a) * (-b - sqrt((a * (c * (-4.0d0)))))
else
tmp_3 = (c * 2.0d0) / -(0.5d0 / b)
end if
tmp_1 = tmp_3
else if (b >= 0.0d0) then
tmp_1 = (c / b) - (b / a)
else
tmp_1 = -((c * 2.0d0) / (b + b))
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double tmp_1;
if (b <= -9.5e-245) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = c / -b;
}
tmp_1 = tmp_2;
} else if (b <= 1.7e-9) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (0.5 / a) * (-b - Math.sqrt((a * (c * -4.0))));
} else {
tmp_3 = (c * 2.0) / -(0.5 / b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = -((c * 2.0) / (b + b));
}
return tmp_1;
}
def code(a, b, c): tmp_1 = 0 if b <= -9.5e-245: tmp_2 = 0 if b >= 0.0: tmp_2 = -b / a else: tmp_2 = c / -b tmp_1 = tmp_2 elif b <= 1.7e-9: tmp_3 = 0 if b >= 0.0: tmp_3 = (0.5 / a) * (-b - math.sqrt((a * (c * -4.0)))) else: tmp_3 = (c * 2.0) / -(0.5 / b) tmp_1 = tmp_3 elif b >= 0.0: tmp_1 = (c / b) - (b / a) else: tmp_1 = -((c * 2.0) / (b + b)) return tmp_1
function code(a, b, c) tmp_1 = 0.0 if (b <= -9.5e-245) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(c / Float64(-b)); end tmp_1 = tmp_2; elseif (b <= 1.7e-9) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(0.5 / a) * Float64(Float64(-b) - sqrt(Float64(a * Float64(c * -4.0))))); else tmp_3 = Float64(Float64(c * 2.0) / Float64(-Float64(0.5 / b))); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) - Float64(b / a)); else tmp_1 = Float64(-Float64(Float64(c * 2.0) / Float64(b + b))); end return tmp_1 end
function tmp_5 = code(a, b, c) tmp_2 = 0.0; if (b <= -9.5e-245) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = -b / a; else tmp_3 = c / -b; end tmp_2 = tmp_3; elseif (b <= 1.7e-9) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = (0.5 / a) * (-b - sqrt((a * (c * -4.0)))); else tmp_4 = (c * 2.0) / -(0.5 / b); end tmp_2 = tmp_4; elseif (b >= 0.0) tmp_2 = (c / b) - (b / a); else tmp_2 = -((c * 2.0) / (b + b)); end tmp_5 = tmp_2; end
code[a_, b_, c_] := If[LessEqual[b, -9.5e-245], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(c / (-b)), $MachinePrecision]], If[LessEqual[b, 1.7e-9], If[GreaterEqual[b, 0.0], N[(N[(0.5 / a), $MachinePrecision] * N[((-b) - N[Sqrt[N[(a * N[(c * -4.0), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(c * 2.0), $MachinePrecision] / (-N[(0.5 / b), $MachinePrecision])), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], (-N[(N[(c * 2.0), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision])]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -9.5 \cdot 10^{-245}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.7 \cdot 10^{-9}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{0.5}{a} \cdot \left(\left(-b\right) - \sqrt{a \cdot \left(c \cdot -4\right)}\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot 2}{-\frac{0.5}{b}}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;-\frac{c \cdot 2}{b + b}\\
\end{array}
\end{array}
if b < -9.5000000000000002e-245Initial program 68.8%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6473.1
Simplified73.1%
Taylor expanded in b around inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6473.1
Simplified73.1%
Taylor expanded in c around 0
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6473.1
Simplified73.1%
if -9.5000000000000002e-245 < b < 1.6999999999999999e-9Initial program 75.1%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6456.9
Simplified56.9%
lift-neg.f64N/A
lift-neg.f64N/A
flip-+N/A
clear-numN/A
+-inversesN/A
+-inversesN/A
lift-*.f64N/A
sqr-negN/A
lift-neg.f64N/A
lift-neg.f64N/A
lift-*.f64N/A
sqr-negN/A
lift-neg.f64N/A
lift-neg.f64N/A
lift-neg.f64N/A
lift-neg.f64N/A
sqr-negN/A
lift-*.f64N/A
lift-neg.f64N/A
lift-neg.f64N/A
sqr-negN/A
lift-*.f64N/A
+-inversesN/A
+-inversesN/A
Applied egg-rr56.9%
Taylor expanded in b around 0
*-commutativeN/A
lower-*.f64N/A
lower-*.f6447.3
Simplified47.3%
lift-neg.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
clear-numN/A
associate-/r/N/A
lower-*.f64N/A
lift-*.f64N/A
associate-/r*N/A
metadata-evalN/A
lower-/.f6447.3
lift-*.f64N/A
lift-*.f64N/A
associate-*l*N/A
*-commutativeN/A
lift-*.f64N/A
lower-*.f6447.3
lift-*.f64N/A
*-commutativeN/A
lower-*.f6447.3
Applied egg-rr47.3%
if 1.6999999999999999e-9 < b Initial program 65.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6465.9
Simplified65.9%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6488.4
Simplified88.4%
Final simplification72.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (/ (* c 2.0) (+ b b)))))
(if (<= b 7e-10)
(if (>= b 0.0) (/ (- (- b) (sqrt (* -4.0 (* a c)))) (* a 2.0)) t_0)
(if (>= b 0.0) (- (/ c b) (/ b a)) t_0))))
double code(double a, double b, double c) {
double t_0 = -((c * 2.0) / (b + b));
double tmp_1;
if (b <= 7e-10) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-b - sqrt((-4.0 * (a * c)))) / (a * 2.0);
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
t_0 = -((c * 2.0d0) / (b + b))
if (b <= 7d-10) then
if (b >= 0.0d0) then
tmp_2 = (-b - sqrt(((-4.0d0) * (a * c)))) / (a * 2.0d0)
else
tmp_2 = t_0
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (c / b) - (b / a)
else
tmp_1 = t_0
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = -((c * 2.0) / (b + b));
double tmp_1;
if (b <= 7e-10) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-b - Math.sqrt((-4.0 * (a * c)))) / (a * 2.0);
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (c / b) - (b / a);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
def code(a, b, c): t_0 = -((c * 2.0) / (b + b)) tmp_1 = 0 if b <= 7e-10: tmp_2 = 0 if b >= 0.0: tmp_2 = (-b - math.sqrt((-4.0 * (a * c)))) / (a * 2.0) else: tmp_2 = t_0 tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (c / b) - (b / a) else: tmp_1 = t_0 return tmp_1
function code(a, b, c) t_0 = Float64(-Float64(Float64(c * 2.0) / Float64(b + b))) tmp_1 = 0.0 if (b <= 7e-10) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(-b) - sqrt(Float64(-4.0 * Float64(a * c)))) / Float64(a * 2.0)); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(c / b) - Float64(b / a)); else tmp_1 = t_0; end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = -((c * 2.0) / (b + b)); tmp_2 = 0.0; if (b <= 7e-10) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = (-b - sqrt((-4.0 * (a * c)))) / (a * 2.0); else tmp_3 = t_0; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (c / b) - (b / a); else tmp_2 = t_0; end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = (-N[(N[(c * 2.0), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision])}, If[LessEqual[b, 7e-10], If[GreaterEqual[b, 0.0], N[(N[((-b) - N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision], t$95$0], If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := -\frac{c \cdot 2}{b + b}\\
\mathbf{if}\;b \leq 7 \cdot 10^{-10}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - \sqrt{-4 \cdot \left(a \cdot c\right)}}{a \cdot 2}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < 6.99999999999999961e-10Initial program 70.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6467.8
Simplified67.8%
Taylor expanded in b around 0
lower-*.f64N/A
*-commutativeN/A
lower-*.f6464.6
Simplified64.6%
if 6.99999999999999961e-10 < b Initial program 65.9%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6465.9
Simplified65.9%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6488.4
Simplified88.4%
Final simplification72.0%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (- (/ c b) (/ b a)) (- (/ (* c 2.0) (+ b b)))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (c / b) - (b / a);
} else {
tmp = -((c * 2.0) / (b + b));
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
if (b >= 0.0d0) then
tmp = (c / b) - (b / a)
else
tmp = -((c * 2.0d0) / (b + b))
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (c / b) - (b / a);
} else {
tmp = -((c * 2.0) / (b + b));
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (c / b) - (b / a) else: tmp = -((c * 2.0) / (b + b)) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(c / b) - Float64(b / a)); else tmp = Float64(-Float64(Float64(c * 2.0) / Float64(b + b))); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = (c / b) - (b / a); else tmp = -((c * 2.0) / (b + b)); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(c / b), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision], (-N[(N[(c * 2.0), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision])]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c}{b} - \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;-\frac{c \cdot 2}{b + b}\\
\end{array}
\end{array}
Initial program 69.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6467.2
Simplified67.2%
Taylor expanded in c around 0
+-commutativeN/A
mul-1-negN/A
unsub-negN/A
lower--.f64N/A
lower-/.f64N/A
lower-/.f6464.9
Simplified64.9%
Final simplification64.9%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (- b) a) (/ c (- b))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -b / a;
} else {
tmp = c / -b;
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
if (b >= 0.0d0) then
tmp = -b / a
else
tmp = c / -b
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -b / a;
} else {
tmp = c / -b;
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = -b / a else: tmp = c / -b return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(-b) / a); else tmp = Float64(c / Float64(-b)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = -b / a; else tmp = c / -b; end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(c / (-b)), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{-b}\\
\end{array}
\end{array}
Initial program 69.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6467.2
Simplified67.2%
Taylor expanded in b around inf
mul-1-negN/A
distribute-neg-frac2N/A
mul-1-negN/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6464.9
Simplified64.9%
Taylor expanded in c around 0
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6464.9
Simplified64.9%
Final simplification64.9%
herbie shell --seed 2024207
(FPCore (a b c)
:name "jeff quadratic root 1"
:precision binary64
(if (>= b 0.0) (/ (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))))))