
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (* 2.0 c) (- (- b) t_0)) (/ (+ (- b) t_0) (* 2.0 a)))))
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 = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
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 = (2.0d0 * c) / (-b - t_0)
else
tmp = (-b + t_0) / (2.0d0 * a)
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 = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (-b - t_0) else: tmp = (-b + t_0) / (2.0 * a) 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(2.0 * c) / Float64(Float64(-b) - t_0)); else tmp = Float64(Float64(Float64(-b) + t_0) / Float64(2.0 * a)); 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 = (2.0 * c) / (-b - t_0); else tmp = (-b + t_0) / (2.0 * a); 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[(2.0 * c), $MachinePrecision] / N[((-b) - t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + t$95$0), $MachinePrecision] / N[(2.0 * a), $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{2 \cdot c}{\left(-b\right) - t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\
\end{array}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 10 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (* 2.0 c) (- (- b) t_0)) (/ (+ (- b) t_0) (* 2.0 a)))))
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 = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
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 = (2.0d0 * c) / (-b - t_0)
else
tmp = (-b + t_0) / (2.0d0 * a)
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 = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (-b - t_0) else: tmp = (-b + t_0) / (2.0 * a) 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(2.0 * c) / Float64(Float64(-b) - t_0)); else tmp = Float64(Float64(Float64(-b) + t_0) / Float64(2.0 * a)); 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 = (2.0 * c) / (-b - t_0); else tmp = (-b + t_0) / (2.0 * a); 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[(2.0 * c), $MachinePrecision] / N[((-b) - t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + t$95$0), $MachinePrecision] / N[(2.0 * a), $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{2 \cdot c}{\left(-b\right) - t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\
\end{array}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b)))) (t_1 (/ (- b) a)))
(if (<= b -4e+99)
(if (>= b 0.0) t_1 t_1)
(if (<= b 9.8e+53)
(if (>= b 0.0) (/ (* -2.0 c) (+ t_0 b)) (* (/ (- t_0 b) a) 0.5))
(if (>= b 0.0) (/ (* 2.0 (- c)) (+ b b)) (/ (* -2.0 b) (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
double t_1 = -b / a;
double tmp_1;
if (b <= -4e+99) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 9.8e+53) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / (t_0 + b);
} else {
tmp_3 = ((t_0 - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * -c) / (b + b);
} else {
tmp_1 = (-2.0 * b) / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) t_1 = Float64(Float64(-b) / a) tmp_1 = 0.0 if (b <= -4e+99) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 9.8e+53) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * c) / Float64(t_0 + b)); else tmp_3 = Float64(Float64(Float64(t_0 - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * Float64(-c)) / Float64(b + b)); else tmp_1 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -4e+99], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 9.8e+53], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision], N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * (-c)), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
t_1 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -4 \cdot 10^{+99}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 9.8 \cdot 10^{+53}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{t\_0 + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot \left(-c\right)}{b + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\end{array}
\end{array}
if b < -3.9999999999999999e99Initial program 57.6%
Taylor expanded in a around 0
Applied rewrites57.6%
Taylor expanded in b around -inf
lower-*.f6497.8
Applied rewrites97.8%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lift-neg.f64N/A
lower-/.f6497.8
Applied rewrites97.8%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-frac-negN/A
lift-/.f64N/A
lift-neg.f6497.8
Applied rewrites97.8%
if -3.9999999999999999e99 < b < 9.80000000000000036e53Initial program 86.0%
Taylor expanded in a around 0
Applied rewrites86.0%
if 9.80000000000000036e53 < b Initial program 61.0%
Taylor expanded in a around 0
Applied rewrites95.9%
Taylor expanded in b around -inf
lower-*.f6495.9
Applied rewrites95.9%
Final simplification90.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* 2.0 (- c))) (t_1 (/ (- b) a)) (t_2 (/ (* -2.0 b) (* 2.0 a))))
(if (<= b -4e+99)
(if (>= b 0.0) t_1 t_1)
(if (<= b -5e-310)
(if (>= b 0.0)
(- (fma 0.5 (/ b a) (sqrt (* (/ c a) -1.0))))
(* (/ (- (sqrt (fma (* -4.0 a) c (* b b))) b) a) 0.5))
(if (<= b 3.9e-56)
(if (>= b 0.0) (/ t_0 (+ b (sqrt (* (* a c) -4.0)))) t_2)
(if (>= b 0.0) (/ t_0 (+ b b)) t_2))))))
double code(double a, double b, double c) {
double t_0 = 2.0 * -c;
double t_1 = -b / a;
double t_2 = (-2.0 * b) / (2.0 * a);
double tmp_1;
if (b <= -4e+99) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= -5e-310) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = -fma(0.5, (b / a), sqrt(((c / a) * -1.0)));
} else {
tmp_3 = ((sqrt(fma((-4.0 * a), c, (b * b))) - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b <= 3.9e-56) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = t_0 / (b + sqrt(((a * c) * -4.0)));
} else {
tmp_4 = t_2;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = t_0 / (b + b);
} else {
tmp_1 = t_2;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(2.0 * Float64(-c)) t_1 = Float64(Float64(-b) / a) t_2 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= -4e+99) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= -5e-310) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(-fma(0.5, Float64(b / a), sqrt(Float64(Float64(c / a) * -1.0)))); else tmp_3 = Float64(Float64(Float64(sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b <= 3.9e-56) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(t_0 / Float64(b + sqrt(Float64(Float64(a * c) * -4.0)))); else tmp_4 = t_2; end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(t_0 / Float64(b + b)); else tmp_1 = t_2; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(2.0 * (-c)), $MachinePrecision]}, Block[{t$95$1 = N[((-b) / a), $MachinePrecision]}, Block[{t$95$2 = N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -4e+99], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, -5e-310], If[GreaterEqual[b, 0.0], (-N[(0.5 * N[(b / a), $MachinePrecision] + N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), N[(N[(N[(N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[LessEqual[b, 3.9e-56], If[GreaterEqual[b, 0.0], N[(t$95$0 / N[(b + N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$2], If[GreaterEqual[b, 0.0], N[(t$95$0 / N[(b + b), $MachinePrecision]), $MachinePrecision], t$95$2]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 2 \cdot \left(-c\right)\\
t_1 := \frac{-b}{a}\\
t_2 := \frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{if}\;b \leq -4 \cdot 10^{+99}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-\mathsf{fma}\left(0.5, \frac{b}{a}, \sqrt{\frac{c}{a} \cdot -1}\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \leq 3.9 \cdot 10^{-56}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{t\_0}{b + \sqrt{\left(a \cdot c\right) \cdot -4}}\\
\mathbf{else}:\\
\;\;\;\;t\_2\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{t\_0}{b + b}\\
\mathbf{else}:\\
\;\;\;\;t\_2\\
\end{array}
\end{array}
if b < -3.9999999999999999e99Initial program 57.6%
Taylor expanded in a around 0
Applied rewrites57.6%
Taylor expanded in b around -inf
lower-*.f6497.8
Applied rewrites97.8%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lift-neg.f64N/A
lower-/.f6497.8
Applied rewrites97.8%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-frac-negN/A
lift-/.f64N/A
lift-neg.f6497.8
Applied rewrites97.8%
if -3.9999999999999999e99 < b < -4.999999999999985e-310Initial program 87.3%
Taylor expanded in a around 0
Applied rewrites87.3%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6487.3
Applied rewrites87.3%
Taylor expanded in a around -inf
lower-fma.f64N/A
lift-/.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6487.3
Applied rewrites87.3%
if -4.999999999999985e-310 < b < 3.9e-56Initial program 79.5%
Taylor expanded in a around 0
Applied rewrites26.4%
Taylor expanded in b around -inf
lower-*.f6426.4
Applied rewrites26.4%
Taylor expanded in a around inf
pow2N/A
associate-*r*N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
associate-*r*N/A
+-commutativeN/A
pow2N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-*.f6462.4
Applied rewrites62.4%
if 3.9e-56 < b Initial program 69.5%
Taylor expanded in a around 0
Applied rewrites90.4%
Taylor expanded in b around -inf
lower-*.f6490.4
Applied rewrites90.4%
Final simplification86.9%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- b) a)))
(if (<= b -4e+99)
(if (>= b 0.0) t_0 t_0)
(if (<= b 1.1e-64)
(if (>= b 0.0)
(/ (fma 0.5 b (- (sqrt (* (* a c) -1.0)))) (- a))
(* (/ (- (sqrt (fma (* -4.0 a) c (* b b))) b) a) 0.5))
(if (>= b 0.0) (/ (* 2.0 (- c)) (+ b b)) (/ (* -2.0 b) (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = -b / a;
double tmp_1;
if (b <= -4e+99) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= 1.1e-64) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = fma(0.5, b, -sqrt(((a * c) * -1.0))) / -a;
} else {
tmp_3 = ((sqrt(fma((-4.0 * a), c, (b * b))) - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * -c) / (b + b);
} else {
tmp_1 = (-2.0 * b) / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-b) / a) tmp_1 = 0.0 if (b <= -4e+99) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= 1.1e-64) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(fma(0.5, b, Float64(-sqrt(Float64(Float64(a * c) * -1.0)))) / Float64(-a)); else tmp_3 = Float64(Float64(Float64(sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * Float64(-c)) / Float64(b + b)); else tmp_1 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -4e+99], If[GreaterEqual[b, 0.0], t$95$0, t$95$0], If[LessEqual[b, 1.1e-64], If[GreaterEqual[b, 0.0], N[(N[(0.5 * b + (-N[Sqrt[N[(N[(a * c), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision])), $MachinePrecision] / (-a)), $MachinePrecision], N[(N[(N[(N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * (-c)), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -4 \cdot 10^{+99}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 1.1 \cdot 10^{-64}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\mathsf{fma}\left(0.5, b, -\sqrt{\left(a \cdot c\right) \cdot -1}\right)}{-a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot \left(-c\right)}{b + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\end{array}
\end{array}
if b < -3.9999999999999999e99Initial program 57.6%
Taylor expanded in a around 0
Applied rewrites57.6%
Taylor expanded in b around -inf
lower-*.f6497.8
Applied rewrites97.8%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lift-neg.f64N/A
lower-/.f6497.8
Applied rewrites97.8%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-frac-negN/A
lift-/.f64N/A
lift-neg.f6497.8
Applied rewrites97.8%
if -3.9999999999999999e99 < b < 1.1e-64Initial program 85.0%
Taylor expanded in a around 0
Applied rewrites85.0%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6478.9
Applied rewrites78.9%
if 1.1e-64 < b Initial program 69.5%
Taylor expanded in a around 0
Applied rewrites90.4%
Taylor expanded in b around -inf
lower-*.f6490.4
Applied rewrites90.4%
Final simplification86.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* 2.0 (- c)) (+ b b)))
(t_1 (/ (* -2.0 b) (* 2.0 a)))
(t_2 (/ (- b) a)))
(if (<= b -4e-53)
(if (>= b 0.0) t_2 t_2)
(if (<= b -5e-310)
(if (>= b 0.0) t_0 (/ (sqrt (* (* a c) -4.0)) (+ a a)))
(if (<= b 1.1e-64)
(if (>= b 0.0) (/ (fma -0.5 b (sqrt (* (* a c) -1.0))) a) t_1)
(if (>= b 0.0) t_0 t_1))))))
double code(double a, double b, double c) {
double t_0 = (2.0 * -c) / (b + b);
double t_1 = (-2.0 * b) / (2.0 * a);
double t_2 = -b / a;
double tmp_1;
if (b <= -4e-53) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_2;
} else {
tmp_2 = t_2;
}
tmp_1 = tmp_2;
} else if (b <= -5e-310) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_0;
} else {
tmp_3 = sqrt(((a * c) * -4.0)) / (a + a);
}
tmp_1 = tmp_3;
} else if (b <= 1.1e-64) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = fma(-0.5, b, sqrt(((a * c) * -1.0))) / a;
} else {
tmp_4 = t_1;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(2.0 * Float64(-c)) / Float64(b + b)) t_1 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)) t_2 = Float64(Float64(-b) / a) tmp_1 = 0.0 if (b <= -4e-53) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_2; else tmp_2 = t_2; end tmp_1 = tmp_2; elseif (b <= -5e-310) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_0; else tmp_3 = Float64(sqrt(Float64(Float64(a * c) * -4.0)) / Float64(a + a)); end tmp_1 = tmp_3; elseif (b <= 1.1e-64) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(fma(-0.5, b, sqrt(Float64(Float64(a * c) * -1.0))) / a); else tmp_4 = t_1; end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = t_0; else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(2.0 * (-c)), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -4e-53], If[GreaterEqual[b, 0.0], t$95$2, t$95$2], If[LessEqual[b, -5e-310], If[GreaterEqual[b, 0.0], t$95$0, N[(N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 1.1e-64], If[GreaterEqual[b, 0.0], N[(N[(-0.5 * b + N[Sqrt[N[(N[(a * c), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision], t$95$1], If[GreaterEqual[b, 0.0], t$95$0, t$95$1]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2 \cdot \left(-c\right)}{b + b}\\
t_1 := \frac{-2 \cdot b}{2 \cdot a}\\
t_2 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -4 \cdot 10^{-53}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_2\\
\mathbf{else}:\\
\;\;\;\;t\_2\\
\end{array}\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\left(a \cdot c\right) \cdot -4}}{a + a}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.1 \cdot 10^{-64}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\mathsf{fma}\left(-0.5, b, \sqrt{\left(a \cdot c\right) \cdot -1}\right)}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -4.00000000000000012e-53Initial program 78.1%
Taylor expanded in a around 0
Applied rewrites78.1%
Taylor expanded in b around -inf
lower-*.f6483.8
Applied rewrites83.8%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lift-neg.f64N/A
lower-/.f6483.8
Applied rewrites83.8%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-frac-negN/A
lift-/.f64N/A
lift-neg.f6483.8
Applied rewrites83.8%
if -4.00000000000000012e-53 < b < -4.999999999999985e-310Initial program 74.3%
Taylor expanded in a around 0
Applied rewrites74.3%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6456.2
Applied rewrites56.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6456.2
Applied rewrites56.2%
if -4.999999999999985e-310 < b < 1.1e-64Initial program 79.5%
Taylor expanded in a around 0
Applied rewrites26.4%
Taylor expanded in b around -inf
lower-*.f6426.4
Applied rewrites26.4%
Taylor expanded in c around -inf
lower-fma.f64N/A
lift-/.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6429.5
Applied rewrites29.5%
Taylor expanded in a around 0
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-*.f6459.0
Applied rewrites59.0%
if 1.1e-64 < b Initial program 69.5%
Taylor expanded in a around 0
Applied rewrites90.4%
Taylor expanded in b around -inf
lower-*.f6490.4
Applied rewrites90.4%
Final simplification79.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- b) a)))
(if (<= b -8e-53)
(if (>= b 0.0) t_0 t_0)
(if (<= b 1.1e-64)
(if (>= b 0.0)
(/ (fma 0.5 b (- (sqrt (* (* a c) -1.0)))) (- a))
(* (/ (- (sqrt (* (* -4.0 a) c)) b) a) 0.5))
(if (>= b 0.0) (/ (* 2.0 (- c)) (+ b b)) (/ (* -2.0 b) (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = -b / a;
double tmp_1;
if (b <= -8e-53) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= 1.1e-64) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = fma(0.5, b, -sqrt(((a * c) * -1.0))) / -a;
} else {
tmp_3 = ((sqrt(((-4.0 * a) * c)) - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * -c) / (b + b);
} else {
tmp_1 = (-2.0 * b) / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-b) / a) tmp_1 = 0.0 if (b <= -8e-53) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= 1.1e-64) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(fma(0.5, b, Float64(-sqrt(Float64(Float64(a * c) * -1.0)))) / Float64(-a)); else tmp_3 = Float64(Float64(Float64(sqrt(Float64(Float64(-4.0 * a) * c)) - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * Float64(-c)) / Float64(b + b)); else tmp_1 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -8e-53], If[GreaterEqual[b, 0.0], t$95$0, t$95$0], If[LessEqual[b, 1.1e-64], If[GreaterEqual[b, 0.0], N[(N[(0.5 * b + (-N[Sqrt[N[(N[(a * c), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision])), $MachinePrecision] / (-a)), $MachinePrecision], N[(N[(N[(N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * (-c)), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -8 \cdot 10^{-53}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 1.1 \cdot 10^{-64}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\mathsf{fma}\left(0.5, b, -\sqrt{\left(a \cdot c\right) \cdot -1}\right)}{-a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\left(-4 \cdot a\right) \cdot c} - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot \left(-c\right)}{b + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\end{array}
\end{array}
if b < -8.00000000000000025e-53Initial program 78.1%
Taylor expanded in a around 0
Applied rewrites78.1%
Taylor expanded in b around -inf
lower-*.f6483.8
Applied rewrites83.8%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lift-neg.f64N/A
lower-/.f6483.8
Applied rewrites83.8%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-frac-negN/A
lift-/.f64N/A
lift-neg.f6483.8
Applied rewrites83.8%
if -8.00000000000000025e-53 < b < 1.1e-64Initial program 76.8%
Taylor expanded in a around 0
Applied rewrites76.8%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6466.9
Applied rewrites66.9%
Taylor expanded in a around inf
associate-*r*N/A
lower-*.f64N/A
lift-*.f6459.4
Applied rewrites59.4%
if 1.1e-64 < b Initial program 69.5%
Taylor expanded in a around 0
Applied rewrites90.4%
Taylor expanded in b around -inf
lower-*.f6490.4
Applied rewrites90.4%
Final simplification79.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- b) a)))
(if (<= b -4e-53)
(if (>= b 0.0) t_0 t_0)
(if (>= b 0.0)
(/ (* 2.0 (- c)) (+ b b))
(/ (sqrt (* (* a c) -4.0)) (+ a a))))))
double code(double a, double b, double c) {
double t_0 = -b / a;
double tmp_1;
if (b <= -4e-53) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (2.0 * -c) / (b + b);
} else {
tmp_1 = sqrt(((a * c) * -4.0)) / (a + a);
}
return tmp_1;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
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 = -b / a
if (b <= (-4d-53)) then
if (b >= 0.0d0) then
tmp_2 = t_0
else
tmp_2 = t_0
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (2.0d0 * -c) / (b + b)
else
tmp_1 = sqrt(((a * c) * (-4.0d0))) / (a + a)
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = -b / a;
double tmp_1;
if (b <= -4e-53) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (2.0 * -c) / (b + b);
} else {
tmp_1 = Math.sqrt(((a * c) * -4.0)) / (a + a);
}
return tmp_1;
}
def code(a, b, c): t_0 = -b / a tmp_1 = 0 if b <= -4e-53: tmp_2 = 0 if b >= 0.0: tmp_2 = t_0 else: tmp_2 = t_0 tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (2.0 * -c) / (b + b) else: tmp_1 = math.sqrt(((a * c) * -4.0)) / (a + a) return tmp_1
function code(a, b, c) t_0 = Float64(Float64(-b) / a) tmp_1 = 0.0 if (b <= -4e-53) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * Float64(-c)) / Float64(b + b)); else tmp_1 = Float64(sqrt(Float64(Float64(a * c) * -4.0)) / Float64(a + a)); end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = -b / a; tmp_2 = 0.0; if (b <= -4e-53) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = t_0; else tmp_3 = t_0; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (2.0 * -c) / (b + b); else tmp_2 = sqrt(((a * c) * -4.0)) / (a + a); end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -4e-53], If[GreaterEqual[b, 0.0], t$95$0, t$95$0], If[GreaterEqual[b, 0.0], N[(N[(2.0 * (-c)), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], N[(N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -4 \cdot 10^{-53}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot \left(-c\right)}{b + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\left(a \cdot c\right) \cdot -4}}{a + a}\\
\end{array}
\end{array}
if b < -4.00000000000000012e-53Initial program 78.1%
Taylor expanded in a around 0
Applied rewrites78.1%
Taylor expanded in b around -inf
lower-*.f6483.8
Applied rewrites83.8%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lift-neg.f64N/A
lower-/.f6483.8
Applied rewrites83.8%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-frac-negN/A
lift-/.f64N/A
lift-neg.f6483.8
Applied rewrites83.8%
if -4.00000000000000012e-53 < b Initial program 72.6%
Taylor expanded in a around 0
Applied rewrites74.0%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6470.1
Applied rewrites70.1%
lift-*.f64N/A
count-2-revN/A
lower-+.f6470.1
Applied rewrites70.1%
Final simplification74.8%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* -2.0 b) (* 2.0 a))))
(if (<= b 8.8e-147)
(if (>= b 0.0) (- (sqrt (/ (- c) a))) t_0)
(if (>= b 0.0) (/ (* 2.0 (- c)) (+ b b)) t_0))))
double code(double a, double b, double c) {
double t_0 = (-2.0 * b) / (2.0 * a);
double tmp_1;
if (b <= 8.8e-147) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -sqrt((-c / a));
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (2.0 * -c) / (b + b);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
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 = ((-2.0d0) * b) / (2.0d0 * a)
if (b <= 8.8d-147) then
if (b >= 0.0d0) then
tmp_2 = -sqrt((-c / a))
else
tmp_2 = t_0
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (2.0d0 * -c) / (b + b)
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 = (-2.0 * b) / (2.0 * a);
double tmp_1;
if (b <= 8.8e-147) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -Math.sqrt((-c / a));
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (2.0 * -c) / (b + b);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
def code(a, b, c): t_0 = (-2.0 * b) / (2.0 * a) tmp_1 = 0 if b <= 8.8e-147: tmp_2 = 0 if b >= 0.0: tmp_2 = -math.sqrt((-c / a)) else: tmp_2 = t_0 tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (2.0 * -c) / (b + b) else: tmp_1 = t_0 return tmp_1
function code(a, b, c) t_0 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= 8.8e-147) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(-sqrt(Float64(Float64(-c) / a))); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * Float64(-c)) / Float64(b + b)); else tmp_1 = t_0; end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = (-2.0 * b) / (2.0 * a); tmp_2 = 0.0; if (b <= 8.8e-147) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = -sqrt((-c / a)); else tmp_3 = t_0; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (2.0 * -c) / (b + b); else tmp_2 = t_0; end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, 8.8e-147], If[GreaterEqual[b, 0.0], (-N[Sqrt[N[((-c) / a), $MachinePrecision]], $MachinePrecision]), t$95$0], If[GreaterEqual[b, 0.0], N[(N[(2.0 * (-c)), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{if}\;b \leq 8.8 \cdot 10^{-147}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-\sqrt{\frac{-c}{a}}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot \left(-c\right)}{b + b}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < 8.8000000000000004e-147Initial program 76.4%
Taylor expanded in a around 0
Applied rewrites69.1%
Taylor expanded in b around -inf
lower-*.f6461.2
Applied rewrites61.2%
Taylor expanded in c around -inf
lower-fma.f64N/A
lift-/.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6463.7
Applied rewrites63.7%
Taylor expanded in c around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-prodN/A
lower-sqrt.f64N/A
*-commutativeN/A
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6465.8
Applied rewrites65.8%
if 8.8000000000000004e-147 < b Initial program 72.1%
Taylor expanded in a around 0
Applied rewrites83.2%
Taylor expanded in b around -inf
lower-*.f6483.2
Applied rewrites83.2%
Final simplification73.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* -2.0 b) (* 2.0 a))))
(if (<= b 1.52e-142)
(if (>= b 0.0) (sqrt (/ (- c) a)) t_0)
(if (>= b 0.0) (/ (* 2.0 (- c)) (+ b b)) t_0))))
double code(double a, double b, double c) {
double t_0 = (-2.0 * b) / (2.0 * a);
double tmp_1;
if (b <= 1.52e-142) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = sqrt((-c / a));
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (2.0 * -c) / (b + b);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
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 = ((-2.0d0) * b) / (2.0d0 * a)
if (b <= 1.52d-142) then
if (b >= 0.0d0) then
tmp_2 = sqrt((-c / a))
else
tmp_2 = t_0
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (2.0d0 * -c) / (b + b)
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 = (-2.0 * b) / (2.0 * a);
double tmp_1;
if (b <= 1.52e-142) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = Math.sqrt((-c / a));
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (2.0 * -c) / (b + b);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
def code(a, b, c): t_0 = (-2.0 * b) / (2.0 * a) tmp_1 = 0 if b <= 1.52e-142: tmp_2 = 0 if b >= 0.0: tmp_2 = math.sqrt((-c / a)) else: tmp_2 = t_0 tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (2.0 * -c) / (b + b) else: tmp_1 = t_0 return tmp_1
function code(a, b, c) t_0 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= 1.52e-142) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = sqrt(Float64(Float64(-c) / a)); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * Float64(-c)) / Float64(b + b)); else tmp_1 = t_0; end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = (-2.0 * b) / (2.0 * a); tmp_2 = 0.0; if (b <= 1.52e-142) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = sqrt((-c / a)); else tmp_3 = t_0; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (2.0 * -c) / (b + b); else tmp_2 = t_0; end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, 1.52e-142], If[GreaterEqual[b, 0.0], N[Sqrt[N[((-c) / a), $MachinePrecision]], $MachinePrecision], t$95$0], If[GreaterEqual[b, 0.0], N[(N[(2.0 * (-c)), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{if}\;b \leq 1.52 \cdot 10^{-142}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\sqrt{\frac{-c}{a}}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot \left(-c\right)}{b + b}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < 1.51999999999999992e-142Initial program 75.9%
Taylor expanded in a around 0
Applied rewrites68.7%
Taylor expanded in b around -inf
lower-*.f6460.8
Applied rewrites60.8%
Taylor expanded in a around 0
distribute-lft-out--N/A
lower-*.f64N/A
lower--.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6460.8
Applied rewrites60.8%
Taylor expanded in a around -inf
sqrt-prodN/A
lower-sqrt.f64N/A
*-commutativeN/A
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6463.9
Applied rewrites63.9%
if 1.51999999999999992e-142 < b Initial program 72.7%
Taylor expanded in a around 0
Applied rewrites83.9%
Taylor expanded in b around -inf
lower-*.f6483.9
Applied rewrites83.9%
Final simplification72.7%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (* 2.0 (- c)) (+ b b)) (/ (* -2.0 b) (* 2.0 a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (2.0 * -c) / (b + b);
} else {
tmp = (-2.0 * b) / (2.0 * a);
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
if (b >= 0.0d0) then
tmp = (2.0d0 * -c) / (b + b)
else
tmp = ((-2.0d0) * b) / (2.0d0 * a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (2.0 * -c) / (b + b);
} else {
tmp = (-2.0 * b) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (2.0 * -c) / (b + b) else: tmp = (-2.0 * b) / (2.0 * a) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * Float64(-c)) / Float64(b + b)); else tmp = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = (2.0 * -c) / (b + b); else tmp = (-2.0 * b) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(2.0 * (-c)), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot \left(-c\right)}{b + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\end{array}
\end{array}
Initial program 74.5%
Taylor expanded in a around 0
Applied rewrites75.4%
Taylor expanded in b around -inf
lower-*.f6471.0
Applied rewrites71.0%
Final simplification71.0%
(FPCore (a b c) :precision binary64 (let* ((t_0 (/ (- b) a))) (if (>= b 0.0) t_0 t_0)))
double code(double a, double b, double c) {
double t_0 = -b / a;
double tmp;
if (b >= 0.0) {
tmp = t_0;
} else {
tmp = t_0;
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = -b / a
if (b >= 0.0d0) then
tmp = t_0
else
tmp = t_0
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = -b / a;
double tmp;
if (b >= 0.0) {
tmp = t_0;
} else {
tmp = t_0;
}
return tmp;
}
def code(a, b, c): t_0 = -b / a tmp = 0 if b >= 0.0: tmp = t_0 else: tmp = t_0 return tmp
function code(a, b, c) t_0 = Float64(Float64(-b) / a) tmp = 0.0 if (b >= 0.0) tmp = t_0; else tmp = t_0; end return tmp end
function tmp_2 = code(a, b, c) t_0 = -b / a; tmp = 0.0; if (b >= 0.0) tmp = t_0; else tmp = t_0; end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) / a), $MachinePrecision]}, If[GreaterEqual[b, 0.0], t$95$0, t$95$0]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{-b}{a}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
Initial program 74.5%
Taylor expanded in a around 0
Applied rewrites75.4%
Taylor expanded in b around -inf
lower-*.f6471.0
Applied rewrites71.0%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lift-neg.f64N/A
lower-/.f6434.2
Applied rewrites34.2%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-frac-negN/A
lift-/.f64N/A
lift-neg.f6434.2
Applied rewrites34.2%
herbie shell --seed 2025057
(FPCore (a b c)
:name "jeff quadratic root 2"
:precision binary64
(if (>= b 0.0) (/ (* 2.0 c) (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a))))