?

Average Accuracy: 47.1% → 86.9%
Time: 15.8s
Precision: binary64
Cost: 13964

?

\[\frac{\left(-b\right) + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a} \]
\[\begin{array}{l} \mathbf{if}\;b \leq -3.1 \cdot 10^{+83}:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{elif}\;b \leq -6 \cdot 10^{-308}:\\ \;\;\;\;\frac{\sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)} - b}{a \cdot 2}\\ \mathbf{elif}\;b \leq 6.8 \cdot 10^{-24}:\\ \;\;\;\;\frac{c}{\frac{b + \mathsf{hypot}\left(\sqrt{c \cdot \left(a \cdot -4\right)}, b\right)}{-2}}\\ \mathbf{else}:\\ \;\;\;\;\frac{-c}{b}\\ \end{array} \]
(FPCore (a b c)
 :precision binary64
 (/ (+ (- b) (sqrt (- (* b b) (* 4.0 (* a c))))) (* 2.0 a)))
(FPCore (a b c)
 :precision binary64
 (if (<= b -3.1e+83)
   (/ (- b) a)
   (if (<= b -6e-308)
     (/ (- (sqrt (- (* b b) (* 4.0 (* a c)))) b) (* a 2.0))
     (if (<= b 6.8e-24)
       (/ c (/ (+ b (hypot (sqrt (* c (* a -4.0))) b)) -2.0))
       (/ (- c) b)))))
double code(double a, double b, double c) {
	return (-b + sqrt(((b * b) - (4.0 * (a * c))))) / (2.0 * a);
}
double code(double a, double b, double c) {
	double tmp;
	if (b <= -3.1e+83) {
		tmp = -b / a;
	} else if (b <= -6e-308) {
		tmp = (sqrt(((b * b) - (4.0 * (a * c)))) - b) / (a * 2.0);
	} else if (b <= 6.8e-24) {
		tmp = c / ((b + hypot(sqrt((c * (a * -4.0))), b)) / -2.0);
	} else {
		tmp = -c / b;
	}
	return tmp;
}
public static double code(double a, double b, double c) {
	return (-b + Math.sqrt(((b * b) - (4.0 * (a * c))))) / (2.0 * a);
}
public static double code(double a, double b, double c) {
	double tmp;
	if (b <= -3.1e+83) {
		tmp = -b / a;
	} else if (b <= -6e-308) {
		tmp = (Math.sqrt(((b * b) - (4.0 * (a * c)))) - b) / (a * 2.0);
	} else if (b <= 6.8e-24) {
		tmp = c / ((b + Math.hypot(Math.sqrt((c * (a * -4.0))), b)) / -2.0);
	} else {
		tmp = -c / b;
	}
	return tmp;
}
def code(a, b, c):
	return (-b + math.sqrt(((b * b) - (4.0 * (a * c))))) / (2.0 * a)
def code(a, b, c):
	tmp = 0
	if b <= -3.1e+83:
		tmp = -b / a
	elif b <= -6e-308:
		tmp = (math.sqrt(((b * b) - (4.0 * (a * c)))) - b) / (a * 2.0)
	elif b <= 6.8e-24:
		tmp = c / ((b + math.hypot(math.sqrt((c * (a * -4.0))), b)) / -2.0)
	else:
		tmp = -c / b
	return tmp
function code(a, b, c)
	return Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(4.0 * Float64(a * c))))) / Float64(2.0 * a))
end
function code(a, b, c)
	tmp = 0.0
	if (b <= -3.1e+83)
		tmp = Float64(Float64(-b) / a);
	elseif (b <= -6e-308)
		tmp = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(4.0 * Float64(a * c)))) - b) / Float64(a * 2.0));
	elseif (b <= 6.8e-24)
		tmp = Float64(c / Float64(Float64(b + hypot(sqrt(Float64(c * Float64(a * -4.0))), b)) / -2.0));
	else
		tmp = Float64(Float64(-c) / b);
	end
	return tmp
end
function tmp = code(a, b, c)
	tmp = (-b + sqrt(((b * b) - (4.0 * (a * c))))) / (2.0 * a);
end
function tmp_2 = code(a, b, c)
	tmp = 0.0;
	if (b <= -3.1e+83)
		tmp = -b / a;
	elseif (b <= -6e-308)
		tmp = (sqrt(((b * b) - (4.0 * (a * c)))) - b) / (a * 2.0);
	elseif (b <= 6.8e-24)
		tmp = c / ((b + hypot(sqrt((c * (a * -4.0))), b)) / -2.0);
	else
		tmp = -c / b;
	end
	tmp_2 = tmp;
end
code[a_, b_, c_] := N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(4.0 * N[(a * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]
code[a_, b_, c_] := If[LessEqual[b, -3.1e+83], N[((-b) / a), $MachinePrecision], If[LessEqual[b, -6e-308], N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(4.0 * N[(a * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision], If[LessEqual[b, 6.8e-24], N[(c / N[(N[(b + N[Sqrt[N[Sqrt[N[(c * N[(a * -4.0), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] ^ 2 + b ^ 2], $MachinePrecision]), $MachinePrecision] / -2.0), $MachinePrecision]), $MachinePrecision], N[((-c) / b), $MachinePrecision]]]]
\frac{\left(-b\right) + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a}
\begin{array}{l}
\mathbf{if}\;b \leq -3.1 \cdot 10^{+83}:\\
\;\;\;\;\frac{-b}{a}\\

\mathbf{elif}\;b \leq -6 \cdot 10^{-308}:\\
\;\;\;\;\frac{\sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)} - b}{a \cdot 2}\\

\mathbf{elif}\;b \leq 6.8 \cdot 10^{-24}:\\
\;\;\;\;\frac{c}{\frac{b + \mathsf{hypot}\left(\sqrt{c \cdot \left(a \cdot -4\right)}, b\right)}{-2}}\\

\mathbf{else}:\\
\;\;\;\;\frac{-c}{b}\\


\end{array}

Error?

Try it out?

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original47.1%
Target67.9%
Herbie86.9%
\[\begin{array}{l} \mathbf{if}\;b < 0:\\ \;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{c}{a \cdot \frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a}}\\ \end{array} \]

Derivation?

  1. Split input into 4 regimes
  2. if b < -3.09999999999999992e83

    1. Initial program 33.4%

      \[\frac{\left(-b\right) + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a} \]
    2. Simplified33.3%

      \[\leadsto \color{blue}{\left(b - \sqrt{\mathsf{fma}\left(a, c \cdot -4, b \cdot b\right)}\right) \cdot \frac{-0.5}{a}} \]
      Proof

      [Start]33.4

      \[ \frac{\left(-b\right) + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a} \]

      neg-sub0 [=>]33.4

      \[ \frac{\color{blue}{\left(0 - b\right)} + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a} \]

      associate-+l- [=>]33.4

      \[ \frac{\color{blue}{0 - \left(b - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}}{2 \cdot a} \]

      sub0-neg [=>]33.4

      \[ \frac{\color{blue}{-\left(b - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}}{2 \cdot a} \]

      neg-mul-1 [=>]33.4

      \[ \frac{\color{blue}{-1 \cdot \left(b - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}}{2 \cdot a} \]

      *-commutative [=>]33.4

      \[ \frac{\color{blue}{\left(b - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right) \cdot -1}}{2 \cdot a} \]

      associate-*r/ [<=]33.3

      \[ \color{blue}{\left(b - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right) \cdot \frac{-1}{2 \cdot a}} \]
    3. Taylor expanded in b around -inf 93.5%

      \[\leadsto \color{blue}{-1 \cdot \frac{b}{a}} \]
    4. Simplified93.5%

      \[\leadsto \color{blue}{\frac{-b}{a}} \]
      Proof

      [Start]93.5

      \[ -1 \cdot \frac{b}{a} \]

      associate-*r/ [=>]93.5

      \[ \color{blue}{\frac{-1 \cdot b}{a}} \]

      mul-1-neg [=>]93.5

      \[ \frac{\color{blue}{-b}}{a} \]

    if -3.09999999999999992e83 < b < -6.00000000000000044e-308

    1. Initial program 86.0%

      \[\frac{\left(-b\right) + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a} \]

    if -6.00000000000000044e-308 < b < 6.79999999999999985e-24

    1. Initial program 61.6%

      \[\frac{\left(-b\right) + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a} \]
    2. Simplified61.5%

      \[\leadsto \color{blue}{\left(b - \sqrt{\mathsf{fma}\left(a, c \cdot -4, b \cdot b\right)}\right) \cdot \frac{-0.5}{a}} \]
      Proof

      [Start]61.6

      \[ \frac{\left(-b\right) + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a} \]

      neg-sub0 [=>]61.6

      \[ \frac{\color{blue}{\left(0 - b\right)} + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a} \]

      associate-+l- [=>]61.6

      \[ \frac{\color{blue}{0 - \left(b - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}}{2 \cdot a} \]

      sub0-neg [=>]61.6

      \[ \frac{\color{blue}{-\left(b - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}}{2 \cdot a} \]

      neg-mul-1 [=>]61.6

      \[ \frac{\color{blue}{-1 \cdot \left(b - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}}{2 \cdot a} \]

      *-commutative [=>]61.6

      \[ \frac{\color{blue}{\left(b - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right) \cdot -1}}{2 \cdot a} \]

      associate-*r/ [<=]61.5

      \[ \color{blue}{\left(b - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right) \cdot \frac{-1}{2 \cdot a}} \]
    3. Applied egg-rr37.0%

      \[\leadsto \left(b - \color{blue}{\mathsf{hypot}\left(\sqrt{a} \cdot \sqrt{c \cdot -4}, b\right)}\right) \cdot \frac{-0.5}{a} \]
      Proof

      [Start]61.5

      \[ \left(b - \sqrt{\mathsf{fma}\left(a, c \cdot -4, b \cdot b\right)}\right) \cdot \frac{-0.5}{a} \]

      fma-udef [=>]61.5

      \[ \left(b - \sqrt{\color{blue}{a \cdot \left(c \cdot -4\right) + b \cdot b}}\right) \cdot \frac{-0.5}{a} \]

      add-sqr-sqrt [=>]29.6

      \[ \left(b - \sqrt{\color{blue}{\left(\sqrt{a} \cdot \sqrt{a}\right)} \cdot \left(c \cdot -4\right) + b \cdot b}\right) \cdot \frac{-0.5}{a} \]

      add-sqr-sqrt [=>]28.9

      \[ \left(b - \sqrt{\left(\sqrt{a} \cdot \sqrt{a}\right) \cdot \color{blue}{\left(\sqrt{c \cdot -4} \cdot \sqrt{c \cdot -4}\right)} + b \cdot b}\right) \cdot \frac{-0.5}{a} \]

      unswap-sqr [=>]28.9

      \[ \left(b - \sqrt{\color{blue}{\left(\sqrt{a} \cdot \sqrt{c \cdot -4}\right) \cdot \left(\sqrt{a} \cdot \sqrt{c \cdot -4}\right)} + b \cdot b}\right) \cdot \frac{-0.5}{a} \]

      hypot-def [=>]37.0

      \[ \left(b - \color{blue}{\mathsf{hypot}\left(\sqrt{a} \cdot \sqrt{c \cdot -4}, b\right)}\right) \cdot \frac{-0.5}{a} \]
    4. Applied egg-rr50.9%

      \[\leadsto \color{blue}{\frac{b \cdot b - \mathsf{fma}\left(b, b, \left(a \cdot -4\right) \cdot c\right)}{\left(a \cdot -2\right) \cdot \left(b + \mathsf{hypot}\left(\sqrt{\left(a \cdot -4\right) \cdot c}, b\right)\right)}} \]
      Proof

      [Start]37.0

      \[ \left(b - \mathsf{hypot}\left(\sqrt{a} \cdot \sqrt{c \cdot -4}, b\right)\right) \cdot \frac{-0.5}{a} \]

      *-commutative [=>]37.0

      \[ \color{blue}{\frac{-0.5}{a} \cdot \left(b - \mathsf{hypot}\left(\sqrt{a} \cdot \sqrt{c \cdot -4}, b\right)\right)} \]

      clear-num [=>]37.0

      \[ \color{blue}{\frac{1}{\frac{a}{-0.5}}} \cdot \left(b - \mathsf{hypot}\left(\sqrt{a} \cdot \sqrt{c \cdot -4}, b\right)\right) \]

      flip-- [=>]28.9

      \[ \frac{1}{\frac{a}{-0.5}} \cdot \color{blue}{\frac{b \cdot b - \mathsf{hypot}\left(\sqrt{a} \cdot \sqrt{c \cdot -4}, b\right) \cdot \mathsf{hypot}\left(\sqrt{a} \cdot \sqrt{c \cdot -4}, b\right)}{b + \mathsf{hypot}\left(\sqrt{a} \cdot \sqrt{c \cdot -4}, b\right)}} \]

      frac-times [=>]24.5

      \[ \color{blue}{\frac{1 \cdot \left(b \cdot b - \mathsf{hypot}\left(\sqrt{a} \cdot \sqrt{c \cdot -4}, b\right) \cdot \mathsf{hypot}\left(\sqrt{a} \cdot \sqrt{c \cdot -4}, b\right)\right)}{\frac{a}{-0.5} \cdot \left(b + \mathsf{hypot}\left(\sqrt{a} \cdot \sqrt{c \cdot -4}, b\right)\right)}} \]
    5. Simplified65.3%

      \[\leadsto \color{blue}{\frac{-a \cdot \left(c \cdot -4\right)}{a} \cdot \frac{-0.5}{b + \mathsf{hypot}\left(\sqrt{a \cdot \left(c \cdot -4\right)}, b\right)}} \]
      Proof

      [Start]50.9

      \[ \frac{b \cdot b - \mathsf{fma}\left(b, b, \left(a \cdot -4\right) \cdot c\right)}{\left(a \cdot -2\right) \cdot \left(b + \mathsf{hypot}\left(\sqrt{\left(a \cdot -4\right) \cdot c}, b\right)\right)} \]

      *-commutative [<=]50.9

      \[ \frac{b \cdot b - \mathsf{fma}\left(b, b, \left(a \cdot -4\right) \cdot c\right)}{\color{blue}{\left(b + \mathsf{hypot}\left(\sqrt{\left(a \cdot -4\right) \cdot c}, b\right)\right) \cdot \left(a \cdot -2\right)}} \]

      /-rgt-identity [<=]50.9

      \[ \frac{b \cdot b - \mathsf{fma}\left(b, b, \left(a \cdot -4\right) \cdot c\right)}{\color{blue}{\frac{\left(b + \mathsf{hypot}\left(\sqrt{\left(a \cdot -4\right) \cdot c}, b\right)\right) \cdot \left(a \cdot -2\right)}{1}}} \]

      associate-*r* [=>]50.9

      \[ \frac{b \cdot b - \mathsf{fma}\left(b, b, \left(a \cdot -4\right) \cdot c\right)}{\frac{\color{blue}{\left(\left(b + \mathsf{hypot}\left(\sqrt{\left(a \cdot -4\right) \cdot c}, b\right)\right) \cdot a\right) \cdot -2}}{1}} \]

      associate-/l* [=>]50.9

      \[ \frac{b \cdot b - \mathsf{fma}\left(b, b, \left(a \cdot -4\right) \cdot c\right)}{\color{blue}{\frac{\left(b + \mathsf{hypot}\left(\sqrt{\left(a \cdot -4\right) \cdot c}, b\right)\right) \cdot a}{\frac{1}{-2}}}} \]

      metadata-eval [=>]50.9

      \[ \frac{b \cdot b - \mathsf{fma}\left(b, b, \left(a \cdot -4\right) \cdot c\right)}{\frac{\left(b + \mathsf{hypot}\left(\sqrt{\left(a \cdot -4\right) \cdot c}, b\right)\right) \cdot a}{\color{blue}{-0.5}}} \]

      associate-/l* [<=]50.9

      \[ \color{blue}{\frac{\left(b \cdot b - \mathsf{fma}\left(b, b, \left(a \cdot -4\right) \cdot c\right)\right) \cdot -0.5}{\left(b + \mathsf{hypot}\left(\sqrt{\left(a \cdot -4\right) \cdot c}, b\right)\right) \cdot a}} \]

      *-commutative [<=]50.9

      \[ \frac{\left(b \cdot b - \mathsf{fma}\left(b, b, \left(a \cdot -4\right) \cdot c\right)\right) \cdot -0.5}{\color{blue}{a \cdot \left(b + \mathsf{hypot}\left(\sqrt{\left(a \cdot -4\right) \cdot c}, b\right)\right)}} \]

      times-frac [=>]60.3

      \[ \color{blue}{\frac{b \cdot b - \mathsf{fma}\left(b, b, \left(a \cdot -4\right) \cdot c\right)}{a} \cdot \frac{-0.5}{b + \mathsf{hypot}\left(\sqrt{\left(a \cdot -4\right) \cdot c}, b\right)}} \]
    6. Applied egg-rr14.3%

      \[\leadsto \color{blue}{e^{\mathsf{log1p}\left(\frac{\frac{a}{\frac{a}{c \cdot 4}}}{\left(b + \mathsf{hypot}\left(\sqrt{a \cdot \left(c \cdot -4\right)}, b\right)\right) \cdot -2}\right)} - 1} \]
      Proof

      [Start]65.3

      \[ \frac{-a \cdot \left(c \cdot -4\right)}{a} \cdot \frac{-0.5}{b + \mathsf{hypot}\left(\sqrt{a \cdot \left(c \cdot -4\right)}, b\right)} \]

      expm1-log1p-u [=>]48.1

      \[ \color{blue}{\mathsf{expm1}\left(\mathsf{log1p}\left(\frac{-a \cdot \left(c \cdot -4\right)}{a} \cdot \frac{-0.5}{b + \mathsf{hypot}\left(\sqrt{a \cdot \left(c \cdot -4\right)}, b\right)}\right)\right)} \]

      expm1-udef [=>]17.4

      \[ \color{blue}{e^{\mathsf{log1p}\left(\frac{-a \cdot \left(c \cdot -4\right)}{a} \cdot \frac{-0.5}{b + \mathsf{hypot}\left(\sqrt{a \cdot \left(c \cdot -4\right)}, b\right)}\right)} - 1} \]
    7. Simplified78.2%

      \[\leadsto \color{blue}{\frac{c}{\frac{b + \mathsf{hypot}\left(\sqrt{c \cdot \left(a \cdot -4\right)}, b\right)}{-2}}} \]
      Proof

      [Start]14.3

      \[ e^{\mathsf{log1p}\left(\frac{\frac{a}{\frac{a}{c \cdot 4}}}{\left(b + \mathsf{hypot}\left(\sqrt{a \cdot \left(c \cdot -4\right)}, b\right)\right) \cdot -2}\right)} - 1 \]

      expm1-def [=>]44.9

      \[ \color{blue}{\mathsf{expm1}\left(\mathsf{log1p}\left(\frac{\frac{a}{\frac{a}{c \cdot 4}}}{\left(b + \mathsf{hypot}\left(\sqrt{a \cdot \left(c \cdot -4\right)}, b\right)\right) \cdot -2}\right)\right)} \]

      expm1-log1p [=>]57.7

      \[ \color{blue}{\frac{\frac{a}{\frac{a}{c \cdot 4}}}{\left(b + \mathsf{hypot}\left(\sqrt{a \cdot \left(c \cdot -4\right)}, b\right)\right) \cdot -2}} \]

      associate-/l/ [<=]57.7

      \[ \color{blue}{\frac{\frac{\frac{a}{\frac{a}{c \cdot 4}}}{-2}}{b + \mathsf{hypot}\left(\sqrt{a \cdot \left(c \cdot -4\right)}, b\right)}} \]

      metadata-eval [<=]57.7

      \[ \frac{\frac{\frac{a}{\frac{a}{c \cdot 4}}}{\color{blue}{\frac{1}{-0.5}}}}{b + \mathsf{hypot}\left(\sqrt{a \cdot \left(c \cdot -4\right)}, b\right)} \]

      associate-/l* [<=]57.7

      \[ \frac{\color{blue}{\frac{\frac{a}{\frac{a}{c \cdot 4}} \cdot -0.5}{1}}}{b + \mathsf{hypot}\left(\sqrt{a \cdot \left(c \cdot -4\right)}, b\right)} \]

      /-rgt-identity [=>]57.7

      \[ \frac{\color{blue}{\frac{a}{\frac{a}{c \cdot 4}} \cdot -0.5}}{b + \mathsf{hypot}\left(\sqrt{a \cdot \left(c \cdot -4\right)}, b\right)} \]

      associate-/r/ [=>]78.3

      \[ \frac{\color{blue}{\left(\frac{a}{a} \cdot \left(c \cdot 4\right)\right)} \cdot -0.5}{b + \mathsf{hypot}\left(\sqrt{a \cdot \left(c \cdot -4\right)}, b\right)} \]

      *-inverses [=>]78.3

      \[ \frac{\left(\color{blue}{1} \cdot \left(c \cdot 4\right)\right) \cdot -0.5}{b + \mathsf{hypot}\left(\sqrt{a \cdot \left(c \cdot -4\right)}, b\right)} \]

      *-lft-identity [=>]78.3

      \[ \frac{\color{blue}{\left(c \cdot 4\right)} \cdot -0.5}{b + \mathsf{hypot}\left(\sqrt{a \cdot \left(c \cdot -4\right)}, b\right)} \]

      associate-*l* [=>]78.3

      \[ \frac{\color{blue}{c \cdot \left(4 \cdot -0.5\right)}}{b + \mathsf{hypot}\left(\sqrt{a \cdot \left(c \cdot -4\right)}, b\right)} \]

      metadata-eval [=>]78.3

      \[ \frac{c \cdot \color{blue}{-2}}{b + \mathsf{hypot}\left(\sqrt{a \cdot \left(c \cdot -4\right)}, b\right)} \]

      associate-/l* [=>]78.3

      \[ \color{blue}{\frac{c}{\frac{b + \mathsf{hypot}\left(\sqrt{a \cdot \left(c \cdot -4\right)}, b\right)}{-2}}} \]

    if 6.79999999999999985e-24 < b

    1. Initial program 14.4%

      \[\frac{\left(-b\right) + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a} \]
    2. Simplified14.4%

      \[\leadsto \color{blue}{\left(b - \sqrt{\mathsf{fma}\left(a, c \cdot -4, b \cdot b\right)}\right) \cdot \frac{-0.5}{a}} \]
      Proof

      [Start]14.4

      \[ \frac{\left(-b\right) + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a} \]

      neg-sub0 [=>]14.4

      \[ \frac{\color{blue}{\left(0 - b\right)} + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a} \]

      associate-+l- [=>]14.4

      \[ \frac{\color{blue}{0 - \left(b - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}}{2 \cdot a} \]

      sub0-neg [=>]14.4

      \[ \frac{\color{blue}{-\left(b - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}}{2 \cdot a} \]

      neg-mul-1 [=>]14.4

      \[ \frac{\color{blue}{-1 \cdot \left(b - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right)}}{2 \cdot a} \]

      *-commutative [=>]14.4

      \[ \frac{\color{blue}{\left(b - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right) \cdot -1}}{2 \cdot a} \]

      associate-*r/ [<=]14.4

      \[ \color{blue}{\left(b - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}\right) \cdot \frac{-1}{2 \cdot a}} \]
    3. Taylor expanded in b around inf 89.3%

      \[\leadsto \color{blue}{-1 \cdot \frac{c}{b}} \]
    4. Simplified89.3%

      \[\leadsto \color{blue}{\frac{-c}{b}} \]
      Proof

      [Start]89.3

      \[ -1 \cdot \frac{c}{b} \]

      associate-*r/ [=>]89.3

      \[ \color{blue}{\frac{-1 \cdot c}{b}} \]

      mul-1-neg [=>]89.3

      \[ \frac{\color{blue}{-c}}{b} \]
  3. Recombined 4 regimes into one program.
  4. Final simplification86.9%

    \[\leadsto \begin{array}{l} \mathbf{if}\;b \leq -3.1 \cdot 10^{+83}:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{elif}\;b \leq -6 \cdot 10^{-308}:\\ \;\;\;\;\frac{\sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)} - b}{a \cdot 2}\\ \mathbf{elif}\;b \leq 6.8 \cdot 10^{-24}:\\ \;\;\;\;\frac{c}{\frac{b + \mathsf{hypot}\left(\sqrt{c \cdot \left(a \cdot -4\right)}, b\right)}{-2}}\\ \mathbf{else}:\\ \;\;\;\;\frac{-c}{b}\\ \end{array} \]

Alternatives

Alternative 1
Accuracy84.1%
Cost7624
\[\begin{array}{l} \mathbf{if}\;b \leq -4.7 \cdot 10^{+83}:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{elif}\;b \leq 4.4 \cdot 10^{-70}:\\ \;\;\;\;\frac{\sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)} - b}{a \cdot 2}\\ \mathbf{else}:\\ \;\;\;\;\frac{-c}{b}\\ \end{array} \]
Alternative 2
Accuracy78.7%
Cost7368
\[\begin{array}{l} \mathbf{if}\;b \leq -1.05 \cdot 10^{-67}:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{elif}\;b \leq 1.16 \cdot 10^{-68}:\\ \;\;\;\;\frac{\sqrt{c \cdot \left(a \cdot -4\right)} - b}{a \cdot 2}\\ \mathbf{else}:\\ \;\;\;\;\frac{-c}{b}\\ \end{array} \]
Alternative 3
Accuracy64.9%
Cost708
\[\begin{array}{l} \mathbf{if}\;b \leq -1.35 \cdot 10^{-281}:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{\frac{a}{b} - \frac{b}{c}}\\ \end{array} \]
Alternative 4
Accuracy38.5%
Cost388
\[\begin{array}{l} \mathbf{if}\;b \leq 1.9 \cdot 10^{+19}:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;\frac{c}{b}\\ \end{array} \]
Alternative 5
Accuracy64.9%
Cost388
\[\begin{array}{l} \mathbf{if}\;b \leq 1.4 \cdot 10^{-252}:\\ \;\;\;\;\frac{-b}{a}\\ \mathbf{else}:\\ \;\;\;\;\frac{-c}{b}\\ \end{array} \]
Alternative 6
Accuracy2.6%
Cost192
\[\frac{b}{a} \]
Alternative 7
Accuracy11.7%
Cost192
\[\frac{c}{b} \]

Error

Reproduce?

herbie shell --seed 2023147 
(FPCore (a b c)
  :name "quadp (p42, positive)"
  :precision binary64

  :herbie-target
  (if (< b 0.0) (/ (+ (- b) (sqrt (- (* b b) (* 4.0 (* a c))))) (* 2.0 a)) (/ c (* a (/ (- (- b) (sqrt (- (* b b) (* 4.0 (* a c))))) (* 2.0 a)))))

  (/ (+ (- b) (sqrt (- (* b b) (* 4.0 (* a c))))) (* 2.0 a)))