The quadratic formula (r2)

?

Percentage Accurate: 52.4% → 80.5%
Time: 12.1s
Precision: binary64
Cost: 20100

?

\[\frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a} \]
\[\begin{array}{l} \mathbf{if}\;b \leq -150000000:\\ \;\;\;\;\frac{-c}{b} - {\left(\frac{{\left(\sqrt[3]{c}\right)}^{2}}{b}\right)}^{3} \cdot a\\ \mathbf{elif}\;b \leq 2 \cdot 10^{-90}:\\ \;\;\;\;-0.5 \cdot \frac{1}{a \cdot \frac{1}{b + \mathsf{hypot}\left(b, \sqrt{c \cdot \left(a \cdot -4\right)}\right)}}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{a}\\ \end{array} \]
(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 -150000000.0)
   (- (/ (- c) b) (* (pow (/ (pow (cbrt c) 2.0) b) 3.0) a))
   (if (<= b 2e-90)
     (* -0.5 (/ 1.0 (* a (/ 1.0 (+ b (hypot b (sqrt (* c (* a -4.0)))))))))
     (/ (- b) a))))
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 <= -150000000.0) {
		tmp = (-c / b) - (pow((pow(cbrt(c), 2.0) / b), 3.0) * a);
	} else if (b <= 2e-90) {
		tmp = -0.5 * (1.0 / (a * (1.0 / (b + hypot(b, sqrt((c * (a * -4.0))))))));
	} else {
		tmp = -b / a;
	}
	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 <= -150000000.0) {
		tmp = (-c / b) - (Math.pow((Math.pow(Math.cbrt(c), 2.0) / b), 3.0) * a);
	} else if (b <= 2e-90) {
		tmp = -0.5 * (1.0 / (a * (1.0 / (b + Math.hypot(b, Math.sqrt((c * (a * -4.0))))))));
	} else {
		tmp = -b / a;
	}
	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 <= -150000000.0)
		tmp = Float64(Float64(Float64(-c) / b) - Float64((Float64((cbrt(c) ^ 2.0) / b) ^ 3.0) * a));
	elseif (b <= 2e-90)
		tmp = Float64(-0.5 * Float64(1.0 / Float64(a * Float64(1.0 / Float64(b + hypot(b, sqrt(Float64(c * Float64(a * -4.0)))))))));
	else
		tmp = Float64(Float64(-b) / a);
	end
	return 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, -150000000.0], N[(N[((-c) / b), $MachinePrecision] - N[(N[Power[N[(N[Power[N[Power[c, 1/3], $MachinePrecision], 2.0], $MachinePrecision] / b), $MachinePrecision], 3.0], $MachinePrecision] * a), $MachinePrecision]), $MachinePrecision], If[LessEqual[b, 2e-90], N[(-0.5 * N[(1.0 / N[(a * N[(1.0 / N[(b + N[Sqrt[b ^ 2 + N[Sqrt[N[(c * N[(a * -4.0), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] ^ 2], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[((-b) / a), $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 -150000000:\\
\;\;\;\;\frac{-c}{b} - {\left(\frac{{\left(\sqrt[3]{c}\right)}^{2}}{b}\right)}^{3} \cdot a\\

\mathbf{elif}\;b \leq 2 \cdot 10^{-90}:\\
\;\;\;\;-0.5 \cdot \frac{1}{a \cdot \frac{1}{b + \mathsf{hypot}\left(b, \sqrt{c \cdot \left(a \cdot -4\right)}\right)}}\\

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


\end{array}

Local Percentage Accuracy vs ?

The average percentage accuracy by input value. Horizontal axis shows value of an input variable; the variable is choosen in the title. Vertical axis is accuracy; higher is better. Red represent the original program, while blue represents Herbie's suggestion. These can be toggled with buttons below the plot. The line is an average while dots represent individual samples.

Herbie found 8 alternatives:

AlternativeAccuracySpeedup

Accuracy vs Speed

The accuracy (vertical axis) and speed (horizontal axis) of each alternatives. Up and to the right is better. The red square shows the initial program, and each blue circle shows an alternative.The line shows the best available speed-accuracy tradeoffs.

Bogosity?

Bogosity

Try it out?

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original52.4%
Target70.2%
Herbie80.5%
\[\begin{array}{l} \mathbf{if}\;b < 0:\\ \;\;\;\;\frac{c}{a \cdot \frac{\left(-b\right) + \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a}\\ \end{array} \]

Derivation?

  1. Split input into 3 regimes
  2. if b < -1.5e8

    1. Initial program 13.9%

      \[\frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a} \]
    2. Taylor expanded in b around -inf 79.3%

      \[\leadsto \color{blue}{-1 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}} + -1 \cdot \frac{c}{b}} \]
    3. Simplified81.8%

      \[\leadsto \color{blue}{\frac{-c}{b} - \frac{c \cdot c}{\frac{{b}^{3}}{a}}} \]
      Step-by-step derivation

      [Start]79.3%

      \[ -1 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}} + -1 \cdot \frac{c}{b} \]

      +-commutative [=>]79.3%

      \[ \color{blue}{-1 \cdot \frac{c}{b} + -1 \cdot \frac{{c}^{2} \cdot a}{{b}^{3}}} \]

      mul-1-neg [=>]79.3%

      \[ -1 \cdot \frac{c}{b} + \color{blue}{\left(-\frac{{c}^{2} \cdot a}{{b}^{3}}\right)} \]

      unsub-neg [=>]79.3%

      \[ \color{blue}{-1 \cdot \frac{c}{b} - \frac{{c}^{2} \cdot a}{{b}^{3}}} \]

      associate-*r/ [=>]79.3%

      \[ \color{blue}{\frac{-1 \cdot c}{b}} - \frac{{c}^{2} \cdot a}{{b}^{3}} \]

      neg-mul-1 [<=]79.3%

      \[ \frac{\color{blue}{-c}}{b} - \frac{{c}^{2} \cdot a}{{b}^{3}} \]

      associate-/l* [=>]81.8%

      \[ \frac{-c}{b} - \color{blue}{\frac{{c}^{2}}{\frac{{b}^{3}}{a}}} \]

      unpow2 [=>]81.8%

      \[ \frac{-c}{b} - \frac{\color{blue}{c \cdot c}}{\frac{{b}^{3}}{a}} \]
    4. Applied egg-rr94.0%

      \[\leadsto \frac{-c}{b} - \color{blue}{{\left(\frac{{\left(\sqrt[3]{c}\right)}^{2}}{\frac{b}{\sqrt[3]{a}}}\right)}^{2} \cdot \frac{{\left(\sqrt[3]{c}\right)}^{2}}{\frac{b}{\sqrt[3]{a}}}} \]
      Step-by-step derivation

      [Start]81.8%

      \[ \frac{-c}{b} - \frac{c \cdot c}{\frac{{b}^{3}}{a}} \]

      add-cube-cbrt [=>]81.8%

      \[ \frac{-c}{b} - \color{blue}{\left(\sqrt[3]{\frac{c \cdot c}{\frac{{b}^{3}}{a}}} \cdot \sqrt[3]{\frac{c \cdot c}{\frac{{b}^{3}}{a}}}\right) \cdot \sqrt[3]{\frac{c \cdot c}{\frac{{b}^{3}}{a}}}} \]

      pow2 [=>]81.8%

      \[ \frac{-c}{b} - \color{blue}{{\left(\sqrt[3]{\frac{c \cdot c}{\frac{{b}^{3}}{a}}}\right)}^{2}} \cdot \sqrt[3]{\frac{c \cdot c}{\frac{{b}^{3}}{a}}} \]

      cbrt-div [=>]81.8%

      \[ \frac{-c}{b} - {\color{blue}{\left(\frac{\sqrt[3]{c \cdot c}}{\sqrt[3]{\frac{{b}^{3}}{a}}}\right)}}^{2} \cdot \sqrt[3]{\frac{c \cdot c}{\frac{{b}^{3}}{a}}} \]

      cbrt-prod [=>]81.8%

      \[ \frac{-c}{b} - {\left(\frac{\color{blue}{\sqrt[3]{c} \cdot \sqrt[3]{c}}}{\sqrt[3]{\frac{{b}^{3}}{a}}}\right)}^{2} \cdot \sqrt[3]{\frac{c \cdot c}{\frac{{b}^{3}}{a}}} \]

      pow2 [=>]81.8%

      \[ \frac{-c}{b} - {\left(\frac{\color{blue}{{\left(\sqrt[3]{c}\right)}^{2}}}{\sqrt[3]{\frac{{b}^{3}}{a}}}\right)}^{2} \cdot \sqrt[3]{\frac{c \cdot c}{\frac{{b}^{3}}{a}}} \]

      cbrt-div [=>]81.8%

      \[ \frac{-c}{b} - {\left(\frac{{\left(\sqrt[3]{c}\right)}^{2}}{\color{blue}{\frac{\sqrt[3]{{b}^{3}}}{\sqrt[3]{a}}}}\right)}^{2} \cdot \sqrt[3]{\frac{c \cdot c}{\frac{{b}^{3}}{a}}} \]

      rem-cbrt-cube [=>]81.8%

      \[ \frac{-c}{b} - {\left(\frac{{\left(\sqrt[3]{c}\right)}^{2}}{\frac{\color{blue}{b}}{\sqrt[3]{a}}}\right)}^{2} \cdot \sqrt[3]{\frac{c \cdot c}{\frac{{b}^{3}}{a}}} \]

      cbrt-div [=>]81.8%

      \[ \frac{-c}{b} - {\left(\frac{{\left(\sqrt[3]{c}\right)}^{2}}{\frac{b}{\sqrt[3]{a}}}\right)}^{2} \cdot \color{blue}{\frac{\sqrt[3]{c \cdot c}}{\sqrt[3]{\frac{{b}^{3}}{a}}}} \]

      cbrt-prod [=>]94.0%

      \[ \frac{-c}{b} - {\left(\frac{{\left(\sqrt[3]{c}\right)}^{2}}{\frac{b}{\sqrt[3]{a}}}\right)}^{2} \cdot \frac{\color{blue}{\sqrt[3]{c} \cdot \sqrt[3]{c}}}{\sqrt[3]{\frac{{b}^{3}}{a}}} \]

      pow2 [=>]94.0%

      \[ \frac{-c}{b} - {\left(\frac{{\left(\sqrt[3]{c}\right)}^{2}}{\frac{b}{\sqrt[3]{a}}}\right)}^{2} \cdot \frac{\color{blue}{{\left(\sqrt[3]{c}\right)}^{2}}}{\sqrt[3]{\frac{{b}^{3}}{a}}} \]

      cbrt-div [=>]94.0%

      \[ \frac{-c}{b} - {\left(\frac{{\left(\sqrt[3]{c}\right)}^{2}}{\frac{b}{\sqrt[3]{a}}}\right)}^{2} \cdot \frac{{\left(\sqrt[3]{c}\right)}^{2}}{\color{blue}{\frac{\sqrt[3]{{b}^{3}}}{\sqrt[3]{a}}}} \]

      rem-cbrt-cube [=>]94.0%

      \[ \frac{-c}{b} - {\left(\frac{{\left(\sqrt[3]{c}\right)}^{2}}{\frac{b}{\sqrt[3]{a}}}\right)}^{2} \cdot \frac{{\left(\sqrt[3]{c}\right)}^{2}}{\frac{\color{blue}{b}}{\sqrt[3]{a}}} \]
    5. Simplified94.1%

      \[\leadsto \frac{-c}{b} - \color{blue}{{\left(\frac{{\left(\sqrt[3]{c}\right)}^{2}}{b}\right)}^{3} \cdot a} \]
      Step-by-step derivation

      [Start]94.0%

      \[ \frac{-c}{b} - {\left(\frac{{\left(\sqrt[3]{c}\right)}^{2}}{\frac{b}{\sqrt[3]{a}}}\right)}^{2} \cdot \frac{{\left(\sqrt[3]{c}\right)}^{2}}{\frac{b}{\sqrt[3]{a}}} \]

      pow-plus [=>]94.0%

      \[ \frac{-c}{b} - \color{blue}{{\left(\frac{{\left(\sqrt[3]{c}\right)}^{2}}{\frac{b}{\sqrt[3]{a}}}\right)}^{\left(2 + 1\right)}} \]

      metadata-eval [=>]94.0%

      \[ \frac{-c}{b} - {\left(\frac{{\left(\sqrt[3]{c}\right)}^{2}}{\frac{b}{\sqrt[3]{a}}}\right)}^{\color{blue}{3}} \]

      associate-/r/ [=>]94.0%

      \[ \frac{-c}{b} - {\color{blue}{\left(\frac{{\left(\sqrt[3]{c}\right)}^{2}}{b} \cdot \sqrt[3]{a}\right)}}^{3} \]

      cube-prod [=>]94.1%

      \[ \frac{-c}{b} - \color{blue}{{\left(\frac{{\left(\sqrt[3]{c}\right)}^{2}}{b}\right)}^{3} \cdot {\left(\sqrt[3]{a}\right)}^{3}} \]

      rem-cube-cbrt [=>]94.1%

      \[ \frac{-c}{b} - {\left(\frac{{\left(\sqrt[3]{c}\right)}^{2}}{b}\right)}^{3} \cdot \color{blue}{a} \]

    if -1.5e8 < b < 1.99999999999999999e-90

    1. Initial program 67.7%

      \[\frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a} \]
    2. Simplified67.7%

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

      [Start]67.7%

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

      /-rgt-identity [<=]67.7%

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

      metadata-eval [<=]67.7%

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

      associate-/l* [=>]67.6%

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

      associate-/r/ [=>]67.6%

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

      *-commutative [<=]67.6%

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

      metadata-eval [=>]67.6%

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

      metadata-eval [<=]67.6%

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

      associate-*l/ [<=]67.6%

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

      associate-/r/ [<=]67.6%

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

      times-frac [<=]67.7%

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

      *-commutative [<=]67.7%

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

      times-frac [=>]67.7%

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

      metadata-eval [=>]67.7%

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

      associate-/r/ [=>]67.7%

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

      *-commutative [<=]67.7%

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

      div-sub [=>]67.7%

      \[ -0.5 \cdot \left(-1 \cdot \color{blue}{\left(\frac{-b}{a} - \frac{\sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{a}\right)}\right) \]
    3. Applied egg-rr67.6%

      \[\leadsto -0.5 \cdot \color{blue}{{\left(\frac{a}{b + \sqrt{\mathsf{fma}\left(a, c \cdot -4, b \cdot b\right)}}\right)}^{-1}} \]
      Step-by-step derivation

      [Start]67.7%

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

      clear-num [=>]67.6%

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

      inv-pow [=>]67.6%

      \[ -0.5 \cdot \color{blue}{{\left(\frac{a}{b + \sqrt{\mathsf{fma}\left(a, c \cdot -4, b \cdot b\right)}}\right)}^{-1}} \]
    4. Simplified67.6%

      \[\leadsto -0.5 \cdot \color{blue}{\frac{1}{\frac{a}{b + \sqrt{\mathsf{fma}\left(b, b, c \cdot \left(a \cdot -4\right)\right)}}}} \]
      Step-by-step derivation

      [Start]67.6%

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

      unpow-1 [=>]67.6%

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

      fma-udef [=>]67.6%

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

      *-commutative [=>]67.6%

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

      associate-*l* [<=]67.6%

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

      +-commutative [<=]67.6%

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

      fma-def [=>]67.6%

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

      *-commutative [=>]67.6%

      \[ -0.5 \cdot \frac{1}{\frac{a}{b + \sqrt{\mathsf{fma}\left(b, b, \color{blue}{c \cdot \left(a \cdot -4\right)}\right)}}} \]
    5. Applied egg-rr69.2%

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

      [Start]67.6%

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

      div-inv [=>]67.6%

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

      fma-udef [=>]67.6%

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

      add-sqr-sqrt [=>]67.6%

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

      hypot-def [=>]69.2%

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

    if 1.99999999999999999e-90 < b

    1. Initial program 59.1%

      \[\frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(a \cdot c\right)}}{2 \cdot a} \]
    2. Taylor expanded in b around inf 88.9%

      \[\leadsto \color{blue}{-1 \cdot \frac{b}{a}} \]
    3. Simplified88.9%

      \[\leadsto \color{blue}{\frac{-b}{a}} \]
      Step-by-step derivation

      [Start]88.9%

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

      associate-*r/ [=>]88.9%

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

      mul-1-neg [=>]88.9%

      \[ \frac{\color{blue}{-b}}{a} \]
  3. Recombined 3 regimes into one program.
  4. Final simplification83.6%

    \[\leadsto \begin{array}{l} \mathbf{if}\;b \leq -150000000:\\ \;\;\;\;\frac{-c}{b} - {\left(\frac{{\left(\sqrt[3]{c}\right)}^{2}}{b}\right)}^{3} \cdot a\\ \mathbf{elif}\;b \leq 2 \cdot 10^{-90}:\\ \;\;\;\;-0.5 \cdot \frac{1}{a \cdot \frac{1}{b + \mathsf{hypot}\left(b, \sqrt{c \cdot \left(a \cdot -4\right)}\right)}}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{a}\\ \end{array} \]

Alternatives

Alternative 1
Accuracy80.5%
Cost20100
\[\begin{array}{l} \mathbf{if}\;b \leq -150000000:\\ \;\;\;\;\frac{-c}{b} - {\left(\frac{{\left(\sqrt[3]{c}\right)}^{2}}{b}\right)}^{3} \cdot a\\ \mathbf{elif}\;b \leq 2 \cdot 10^{-90}:\\ \;\;\;\;-0.5 \cdot \frac{1}{a \cdot \frac{1}{b + \mathsf{hypot}\left(b, \sqrt{c \cdot \left(a \cdot -4\right)}\right)}}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{a}\\ \end{array} \]
Alternative 2
Accuracy80.9%
Cost14088
\[\begin{array}{l} \mathbf{if}\;b \leq -64000:\\ \;\;\;\;\frac{-c}{b}\\ \mathbf{elif}\;b \leq 2.2 \cdot 10^{-90}:\\ \;\;\;\;-0.5 \cdot \frac{1}{a \cdot \frac{1}{b + \mathsf{hypot}\left(b, \sqrt{c \cdot \left(a \cdot -4\right)}\right)}}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{a}\\ \end{array} \]
Alternative 3
Accuracy82.2%
Cost7688
\[\begin{array}{l} \mathbf{if}\;b \leq -440000:\\ \;\;\;\;\frac{-c}{b}\\ \mathbf{elif}\;b \leq 4 \cdot 10^{-40}:\\ \;\;\;\;\frac{\left(-b\right) - \sqrt{b \cdot b - 4 \cdot \left(c \cdot a\right)}}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{a}\\ \end{array} \]
Alternative 4
Accuracy79.2%
Cost7432
\[\begin{array}{l} \mathbf{if}\;b \leq -85000:\\ \;\;\;\;\frac{-c}{b}\\ \mathbf{elif}\;b \leq 5.2 \cdot 10^{-96}:\\ \;\;\;\;-\frac{b + \sqrt{-4 \cdot \left(c \cdot a\right)}}{2 \cdot a}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{a}\\ \end{array} \]
Alternative 5
Accuracy66.7%
Cost1092
\[\begin{array}{l} \mathbf{if}\;b \leq -5 \cdot 10^{-310}:\\ \;\;\;\;-0.5 \cdot \frac{1}{0.5 \cdot \frac{b}{c} + -0.5 \cdot \frac{a}{b}}\\ \mathbf{else}:\\ \;\;\;\;\frac{c}{b} - \frac{b}{a}\\ \end{array} \]
Alternative 6
Accuracy67.0%
Cost580
\[\begin{array}{l} \mathbf{if}\;b \leq -5 \cdot 10^{-310}:\\ \;\;\;\;\frac{-c}{b}\\ \mathbf{else}:\\ \;\;\;\;\frac{c}{b} - \frac{b}{a}\\ \end{array} \]
Alternative 7
Accuracy66.8%
Cost388
\[\begin{array}{l} \mathbf{if}\;b \leq -5.4 \cdot 10^{-305}:\\ \;\;\;\;\frac{-c}{b}\\ \mathbf{else}:\\ \;\;\;\;\frac{-b}{a}\\ \end{array} \]
Alternative 8
Accuracy34.9%
Cost256
\[\frac{-b}{a} \]

Reproduce?

herbie shell --seed 2023178 
(FPCore (a b c)
  :name "The quadratic formula (r2)"
  :precision binary64

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

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