Numeric.SpecFunctions:logGamma from math-functions-0.1.5.2

?

Percentage Accurate: 55.7% → 81.2%
Time: 21.8s
Precision: binary64
Cost: 2512

?

\[\frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\left(\left(\left(y + a\right) \cdot y + b\right) \cdot y + c\right) \cdot y + i} \]
\[\begin{array}{l} t_1 := t + y \cdot \left(230661.510616 + y \cdot \left(27464.7644705 + y \cdot \left(z + x \cdot y\right)\right)\right)\\ \mathbf{if}\;y \leq -1 \cdot 10^{+75}:\\ \;\;\;\;x + \frac{z}{y}\\ \mathbf{elif}\;y \leq -2.8 \cdot 10^{+31}:\\ \;\;\;\;\left(\frac{y}{\frac{a}{x}} + \frac{z}{a}\right) - \frac{b}{\frac{a \cdot a}{x}}\\ \mathbf{elif}\;y \leq 980:\\ \;\;\;\;\frac{t_1}{i + y \cdot \left(c + y \cdot b\right)}\\ \mathbf{elif}\;y \leq 5 \cdot 10^{+75}:\\ \;\;\;\;\frac{t_1}{y \cdot \left(y \cdot \left(y \cdot \left(y + a\right) + b\right) + c\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{z}{y} + \left(x + x \cdot \left(\left(\frac{a}{y} \cdot \frac{a}{y} - \frac{b}{y \cdot y}\right) - \frac{a}{y}\right)\right)\\ \end{array} \]
(FPCore (x y z t a b c i)
 :precision binary64
 (/
  (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t)
  (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i)))
(FPCore (x y z t a b c i)
 :precision binary64
 (let* ((t_1
         (+
          t
          (*
           y
           (+ 230661.510616 (* y (+ 27464.7644705 (* y (+ z (* x y))))))))))
   (if (<= y -1e+75)
     (+ x (/ z y))
     (if (<= y -2.8e+31)
       (- (+ (/ y (/ a x)) (/ z a)) (/ b (/ (* a a) x)))
       (if (<= y 980.0)
         (/ t_1 (+ i (* y (+ c (* y b)))))
         (if (<= y 5e+75)
           (/ t_1 (* y (+ (* y (+ (* y (+ y a)) b)) c)))
           (+
            (/ z y)
            (+
             x
             (* x (- (- (* (/ a y) (/ a y)) (/ b (* y y))) (/ a y)))))))))))
double code(double x, double y, double z, double t, double a, double b, double c, double i) {
	return ((((((((x * y) + z) * y) + 27464.7644705) * y) + 230661.510616) * y) + t) / (((((((y + a) * y) + b) * y) + c) * y) + i);
}
double code(double x, double y, double z, double t, double a, double b, double c, double i) {
	double t_1 = t + (y * (230661.510616 + (y * (27464.7644705 + (y * (z + (x * y)))))));
	double tmp;
	if (y <= -1e+75) {
		tmp = x + (z / y);
	} else if (y <= -2.8e+31) {
		tmp = ((y / (a / x)) + (z / a)) - (b / ((a * a) / x));
	} else if (y <= 980.0) {
		tmp = t_1 / (i + (y * (c + (y * b))));
	} else if (y <= 5e+75) {
		tmp = t_1 / (y * ((y * ((y * (y + a)) + b)) + c));
	} else {
		tmp = (z / y) + (x + (x * ((((a / y) * (a / y)) - (b / (y * y))) - (a / y))));
	}
	return tmp;
}
real(8) function code(x, y, z, t, a, b, c, i)
    real(8), intent (in) :: x
    real(8), intent (in) :: y
    real(8), intent (in) :: z
    real(8), intent (in) :: t
    real(8), intent (in) :: a
    real(8), intent (in) :: b
    real(8), intent (in) :: c
    real(8), intent (in) :: i
    code = ((((((((x * y) + z) * y) + 27464.7644705d0) * y) + 230661.510616d0) * y) + t) / (((((((y + a) * y) + b) * y) + c) * y) + i)
end function
real(8) function code(x, y, z, t, a, b, c, i)
    real(8), intent (in) :: x
    real(8), intent (in) :: y
    real(8), intent (in) :: z
    real(8), intent (in) :: t
    real(8), intent (in) :: a
    real(8), intent (in) :: b
    real(8), intent (in) :: c
    real(8), intent (in) :: i
    real(8) :: t_1
    real(8) :: tmp
    t_1 = t + (y * (230661.510616d0 + (y * (27464.7644705d0 + (y * (z + (x * y)))))))
    if (y <= (-1d+75)) then
        tmp = x + (z / y)
    else if (y <= (-2.8d+31)) then
        tmp = ((y / (a / x)) + (z / a)) - (b / ((a * a) / x))
    else if (y <= 980.0d0) then
        tmp = t_1 / (i + (y * (c + (y * b))))
    else if (y <= 5d+75) then
        tmp = t_1 / (y * ((y * ((y * (y + a)) + b)) + c))
    else
        tmp = (z / y) + (x + (x * ((((a / y) * (a / y)) - (b / (y * y))) - (a / y))))
    end if
    code = tmp
end function
public static double code(double x, double y, double z, double t, double a, double b, double c, double i) {
	return ((((((((x * y) + z) * y) + 27464.7644705) * y) + 230661.510616) * y) + t) / (((((((y + a) * y) + b) * y) + c) * y) + i);
}
public static double code(double x, double y, double z, double t, double a, double b, double c, double i) {
	double t_1 = t + (y * (230661.510616 + (y * (27464.7644705 + (y * (z + (x * y)))))));
	double tmp;
	if (y <= -1e+75) {
		tmp = x + (z / y);
	} else if (y <= -2.8e+31) {
		tmp = ((y / (a / x)) + (z / a)) - (b / ((a * a) / x));
	} else if (y <= 980.0) {
		tmp = t_1 / (i + (y * (c + (y * b))));
	} else if (y <= 5e+75) {
		tmp = t_1 / (y * ((y * ((y * (y + a)) + b)) + c));
	} else {
		tmp = (z / y) + (x + (x * ((((a / y) * (a / y)) - (b / (y * y))) - (a / y))));
	}
	return tmp;
}
def code(x, y, z, t, a, b, c, i):
	return ((((((((x * y) + z) * y) + 27464.7644705) * y) + 230661.510616) * y) + t) / (((((((y + a) * y) + b) * y) + c) * y) + i)
def code(x, y, z, t, a, b, c, i):
	t_1 = t + (y * (230661.510616 + (y * (27464.7644705 + (y * (z + (x * y)))))))
	tmp = 0
	if y <= -1e+75:
		tmp = x + (z / y)
	elif y <= -2.8e+31:
		tmp = ((y / (a / x)) + (z / a)) - (b / ((a * a) / x))
	elif y <= 980.0:
		tmp = t_1 / (i + (y * (c + (y * b))))
	elif y <= 5e+75:
		tmp = t_1 / (y * ((y * ((y * (y + a)) + b)) + c))
	else:
		tmp = (z / y) + (x + (x * ((((a / y) * (a / y)) - (b / (y * y))) - (a / y))))
	return tmp
function code(x, y, z, t, a, b, c, i)
	return Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(x * y) + z) * y) + 27464.7644705) * y) + 230661.510616) * y) + t) / Float64(Float64(Float64(Float64(Float64(Float64(Float64(y + a) * y) + b) * y) + c) * y) + i))
end
function code(x, y, z, t, a, b, c, i)
	t_1 = Float64(t + Float64(y * Float64(230661.510616 + Float64(y * Float64(27464.7644705 + Float64(y * Float64(z + Float64(x * y))))))))
	tmp = 0.0
	if (y <= -1e+75)
		tmp = Float64(x + Float64(z / y));
	elseif (y <= -2.8e+31)
		tmp = Float64(Float64(Float64(y / Float64(a / x)) + Float64(z / a)) - Float64(b / Float64(Float64(a * a) / x)));
	elseif (y <= 980.0)
		tmp = Float64(t_1 / Float64(i + Float64(y * Float64(c + Float64(y * b)))));
	elseif (y <= 5e+75)
		tmp = Float64(t_1 / Float64(y * Float64(Float64(y * Float64(Float64(y * Float64(y + a)) + b)) + c)));
	else
		tmp = Float64(Float64(z / y) + Float64(x + Float64(x * Float64(Float64(Float64(Float64(a / y) * Float64(a / y)) - Float64(b / Float64(y * y))) - Float64(a / y)))));
	end
	return tmp
end
function tmp = code(x, y, z, t, a, b, c, i)
	tmp = ((((((((x * y) + z) * y) + 27464.7644705) * y) + 230661.510616) * y) + t) / (((((((y + a) * y) + b) * y) + c) * y) + i);
end
function tmp_2 = code(x, y, z, t, a, b, c, i)
	t_1 = t + (y * (230661.510616 + (y * (27464.7644705 + (y * (z + (x * y)))))));
	tmp = 0.0;
	if (y <= -1e+75)
		tmp = x + (z / y);
	elseif (y <= -2.8e+31)
		tmp = ((y / (a / x)) + (z / a)) - (b / ((a * a) / x));
	elseif (y <= 980.0)
		tmp = t_1 / (i + (y * (c + (y * b))));
	elseif (y <= 5e+75)
		tmp = t_1 / (y * ((y * ((y * (y + a)) + b)) + c));
	else
		tmp = (z / y) + (x + (x * ((((a / y) * (a / y)) - (b / (y * y))) - (a / y))));
	end
	tmp_2 = tmp;
end
code[x_, y_, z_, t_, a_, b_, c_, i_] := N[(N[(N[(N[(N[(N[(N[(N[(N[(x * y), $MachinePrecision] + z), $MachinePrecision] * y), $MachinePrecision] + 27464.7644705), $MachinePrecision] * y), $MachinePrecision] + 230661.510616), $MachinePrecision] * y), $MachinePrecision] + t), $MachinePrecision] / N[(N[(N[(N[(N[(N[(N[(y + a), $MachinePrecision] * y), $MachinePrecision] + b), $MachinePrecision] * y), $MachinePrecision] + c), $MachinePrecision] * y), $MachinePrecision] + i), $MachinePrecision]), $MachinePrecision]
code[x_, y_, z_, t_, a_, b_, c_, i_] := Block[{t$95$1 = N[(t + N[(y * N[(230661.510616 + N[(y * N[(27464.7644705 + N[(y * N[(z + N[(x * y), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[y, -1e+75], N[(x + N[(z / y), $MachinePrecision]), $MachinePrecision], If[LessEqual[y, -2.8e+31], N[(N[(N[(y / N[(a / x), $MachinePrecision]), $MachinePrecision] + N[(z / a), $MachinePrecision]), $MachinePrecision] - N[(b / N[(N[(a * a), $MachinePrecision] / x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[y, 980.0], N[(t$95$1 / N[(i + N[(y * N[(c + N[(y * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[y, 5e+75], N[(t$95$1 / N[(y * N[(N[(y * N[(N[(y * N[(y + a), $MachinePrecision]), $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision] + c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(z / y), $MachinePrecision] + N[(x + N[(x * N[(N[(N[(N[(a / y), $MachinePrecision] * N[(a / y), $MachinePrecision]), $MachinePrecision] - N[(b / N[(y * y), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(a / y), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]
\frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\left(\left(\left(y + a\right) \cdot y + b\right) \cdot y + c\right) \cdot y + i}
\begin{array}{l}
t_1 := t + y \cdot \left(230661.510616 + y \cdot \left(27464.7644705 + y \cdot \left(z + x \cdot y\right)\right)\right)\\
\mathbf{if}\;y \leq -1 \cdot 10^{+75}:\\
\;\;\;\;x + \frac{z}{y}\\

\mathbf{elif}\;y \leq -2.8 \cdot 10^{+31}:\\
\;\;\;\;\left(\frac{y}{\frac{a}{x}} + \frac{z}{a}\right) - \frac{b}{\frac{a \cdot a}{x}}\\

\mathbf{elif}\;y \leq 980:\\
\;\;\;\;\frac{t_1}{i + y \cdot \left(c + y \cdot b\right)}\\

\mathbf{elif}\;y \leq 5 \cdot 10^{+75}:\\
\;\;\;\;\frac{t_1}{y \cdot \left(y \cdot \left(y \cdot \left(y + a\right) + b\right) + c\right)}\\

\mathbf{else}:\\
\;\;\;\;\frac{z}{y} + \left(x + x \cdot \left(\left(\frac{a}{y} \cdot \frac{a}{y} - \frac{b}{y \cdot y}\right) - \frac{a}{y}\right)\right)\\


\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 19 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

Derivation?

  1. Split input into 5 regimes
  2. if y < -9.99999999999999927e74

    1. Initial program 0.3%

      \[\frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\left(\left(\left(y + a\right) \cdot y + b\right) \cdot y + c\right) \cdot y + i} \]
    2. Taylor expanded in y around inf 71.8%

      \[\leadsto \color{blue}{\left(\frac{z}{y} + \left(27464.7644705 \cdot \frac{1}{{y}^{2}} + x\right)\right) - \left(\frac{\left(z - a \cdot x\right) \cdot a}{{y}^{2}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right)} \]
    3. Simplified76.2%

      \[\leadsto \color{blue}{\frac{z}{y} + \left(\left(x + \frac{27464.7644705}{y \cdot y}\right) - \left(\frac{a}{\frac{y \cdot y}{z - a \cdot x}} + \left(\frac{a}{\frac{y}{x}} + \frac{b}{y} \cdot \frac{x}{y}\right)\right)\right)} \]
      Step-by-step derivation

      [Start]71.8%

      \[ \left(\frac{z}{y} + \left(27464.7644705 \cdot \frac{1}{{y}^{2}} + x\right)\right) - \left(\frac{\left(z - a \cdot x\right) \cdot a}{{y}^{2}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right) \]

      associate--l+ [=>]71.8%

      \[ \color{blue}{\frac{z}{y} + \left(\left(27464.7644705 \cdot \frac{1}{{y}^{2}} + x\right) - \left(\frac{\left(z - a \cdot x\right) \cdot a}{{y}^{2}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right)\right)} \]

      +-commutative [=>]71.8%

      \[ \frac{z}{y} + \left(\color{blue}{\left(x + 27464.7644705 \cdot \frac{1}{{y}^{2}}\right)} - \left(\frac{\left(z - a \cdot x\right) \cdot a}{{y}^{2}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right)\right) \]

      associate-*r/ [=>]71.8%

      \[ \frac{z}{y} + \left(\left(x + \color{blue}{\frac{27464.7644705 \cdot 1}{{y}^{2}}}\right) - \left(\frac{\left(z - a \cdot x\right) \cdot a}{{y}^{2}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right)\right) \]

      metadata-eval [=>]71.8%

      \[ \frac{z}{y} + \left(\left(x + \frac{\color{blue}{27464.7644705}}{{y}^{2}}\right) - \left(\frac{\left(z - a \cdot x\right) \cdot a}{{y}^{2}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right)\right) \]

      unpow2 [=>]71.8%

      \[ \frac{z}{y} + \left(\left(x + \frac{27464.7644705}{\color{blue}{y \cdot y}}\right) - \left(\frac{\left(z - a \cdot x\right) \cdot a}{{y}^{2}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right)\right) \]

      *-commutative [=>]71.8%

      \[ \frac{z}{y} + \left(\left(x + \frac{27464.7644705}{y \cdot y}\right) - \left(\frac{\color{blue}{a \cdot \left(z - a \cdot x\right)}}{{y}^{2}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right)\right) \]

      associate-/l* [=>]74.0%

      \[ \frac{z}{y} + \left(\left(x + \frac{27464.7644705}{y \cdot y}\right) - \left(\color{blue}{\frac{a}{\frac{{y}^{2}}{z - a \cdot x}}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right)\right) \]

      unpow2 [=>]74.0%

      \[ \frac{z}{y} + \left(\left(x + \frac{27464.7644705}{y \cdot y}\right) - \left(\frac{a}{\frac{\color{blue}{y \cdot y}}{z - a \cdot x}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right)\right) \]

      associate-/l* [=>]74.0%

      \[ \frac{z}{y} + \left(\left(x + \frac{27464.7644705}{y \cdot y}\right) - \left(\frac{a}{\frac{y \cdot y}{z - a \cdot x}} + \left(\color{blue}{\frac{a}{\frac{y}{x}}} + \frac{b \cdot x}{{y}^{2}}\right)\right)\right) \]

      unpow2 [=>]74.0%

      \[ \frac{z}{y} + \left(\left(x + \frac{27464.7644705}{y \cdot y}\right) - \left(\frac{a}{\frac{y \cdot y}{z - a \cdot x}} + \left(\frac{a}{\frac{y}{x}} + \frac{b \cdot x}{\color{blue}{y \cdot y}}\right)\right)\right) \]

      times-frac [=>]76.2%

      \[ \frac{z}{y} + \left(\left(x + \frac{27464.7644705}{y \cdot y}\right) - \left(\frac{a}{\frac{y \cdot y}{z - a \cdot x}} + \left(\frac{a}{\frac{y}{x}} + \color{blue}{\frac{b}{y} \cdot \frac{x}{y}}\right)\right)\right) \]
    4. Taylor expanded in y around inf 81.2%

      \[\leadsto \frac{z}{y} + \color{blue}{x} \]

    if -9.99999999999999927e74 < y < -2.80000000000000017e31

    1. Initial program 20.5%

      \[\frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\left(\left(\left(y + a\right) \cdot y + b\right) \cdot y + c\right) \cdot y + i} \]
    2. Taylor expanded in y around 0 12.0%

      \[\leadsto \frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\color{blue}{\left(a \cdot {y}^{3} + \left({y}^{2} \cdot b + c \cdot y\right)\right)} + i} \]
    3. Taylor expanded in y around inf 45.6%

      \[\leadsto \color{blue}{\left(\frac{z}{a} + \frac{y \cdot x}{a}\right) - \frac{b \cdot x}{{a}^{2}}} \]
    4. Simplified50.8%

      \[\leadsto \color{blue}{\left(\frac{y}{\frac{a}{x}} + \frac{z}{a}\right) - \frac{b}{\frac{a \cdot a}{x}}} \]
      Step-by-step derivation

      [Start]45.6%

      \[ \left(\frac{z}{a} + \frac{y \cdot x}{a}\right) - \frac{b \cdot x}{{a}^{2}} \]

      +-commutative [=>]45.6%

      \[ \color{blue}{\left(\frac{y \cdot x}{a} + \frac{z}{a}\right)} - \frac{b \cdot x}{{a}^{2}} \]

      associate-/l* [=>]45.6%

      \[ \left(\color{blue}{\frac{y}{\frac{a}{x}}} + \frac{z}{a}\right) - \frac{b \cdot x}{{a}^{2}} \]

      associate-/l* [=>]50.8%

      \[ \left(\frac{y}{\frac{a}{x}} + \frac{z}{a}\right) - \color{blue}{\frac{b}{\frac{{a}^{2}}{x}}} \]

      unpow2 [=>]50.8%

      \[ \left(\frac{y}{\frac{a}{x}} + \frac{z}{a}\right) - \frac{b}{\frac{\color{blue}{a \cdot a}}{x}} \]

    if -2.80000000000000017e31 < y < 980

    1. Initial program 97.6%

      \[\frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\left(\left(\left(y + a\right) \cdot y + b\right) \cdot y + c\right) \cdot y + i} \]
    2. Taylor expanded in y around 0 97.6%

      \[\leadsto \frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\color{blue}{\left(a \cdot {y}^{3} + \left({y}^{2} \cdot b + c \cdot y\right)\right)} + i} \]
    3. Taylor expanded in a around 0 94.8%

      \[\leadsto \frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\color{blue}{\left({y}^{2} \cdot b + c \cdot y\right)} + i} \]
    4. Simplified94.8%

      \[\leadsto \frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\color{blue}{y \cdot \left(c + y \cdot b\right)} + i} \]
      Step-by-step derivation

      [Start]94.8%

      \[ \frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\left({y}^{2} \cdot b + c \cdot y\right) + i} \]

      +-commutative [=>]94.8%

      \[ \frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\color{blue}{\left(c \cdot y + {y}^{2} \cdot b\right)} + i} \]

      *-commutative [<=]94.8%

      \[ \frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\left(c \cdot y + \color{blue}{b \cdot {y}^{2}}\right) + i} \]

      unpow2 [=>]94.8%

      \[ \frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\left(c \cdot y + b \cdot \color{blue}{\left(y \cdot y\right)}\right) + i} \]

      associate-*r* [=>]94.8%

      \[ \frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\left(c \cdot y + \color{blue}{\left(b \cdot y\right) \cdot y}\right) + i} \]

      *-commutative [<=]94.8%

      \[ \frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\left(c \cdot y + \color{blue}{\left(y \cdot b\right)} \cdot y\right) + i} \]

      distribute-rgt-out [=>]94.8%

      \[ \frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\color{blue}{y \cdot \left(c + y \cdot b\right)} + i} \]

    if 980 < y < 5.0000000000000002e75

    1. Initial program 57.5%

      \[\frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\left(\left(\left(y + a\right) \cdot y + b\right) \cdot y + c\right) \cdot y + i} \]
    2. Taylor expanded in i around 0 57.5%

      \[\leadsto \color{blue}{\frac{y \cdot \left(230661.510616 + y \cdot \left(27464.7644705 + \left(y \cdot x + z\right) \cdot y\right)\right) + t}{y \cdot \left(c + y \cdot \left(\left(y + a\right) \cdot y + b\right)\right)}} \]

    if 5.0000000000000002e75 < y

    1. Initial program 0.0%

      \[\frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\left(\left(\left(y + a\right) \cdot y + b\right) \cdot y + c\right) \cdot y + i} \]
    2. Taylor expanded in y around inf 51.7%

      \[\leadsto \color{blue}{\left(\frac{z}{y} + \left(27464.7644705 \cdot \frac{1}{{y}^{2}} + x\right)\right) - \left(\frac{\left(z - a \cdot x\right) \cdot a}{{y}^{2}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right)} \]
    3. Simplified63.5%

      \[\leadsto \color{blue}{\frac{z}{y} + \left(\left(x + \frac{27464.7644705}{y \cdot y}\right) - \left(\frac{a}{\frac{y \cdot y}{z - a \cdot x}} + \left(\frac{a}{\frac{y}{x}} + \frac{b}{y} \cdot \frac{x}{y}\right)\right)\right)} \]
      Step-by-step derivation

      [Start]51.7%

      \[ \left(\frac{z}{y} + \left(27464.7644705 \cdot \frac{1}{{y}^{2}} + x\right)\right) - \left(\frac{\left(z - a \cdot x\right) \cdot a}{{y}^{2}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right) \]

      associate--l+ [=>]51.7%

      \[ \color{blue}{\frac{z}{y} + \left(\left(27464.7644705 \cdot \frac{1}{{y}^{2}} + x\right) - \left(\frac{\left(z - a \cdot x\right) \cdot a}{{y}^{2}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right)\right)} \]

      +-commutative [=>]51.7%

      \[ \frac{z}{y} + \left(\color{blue}{\left(x + 27464.7644705 \cdot \frac{1}{{y}^{2}}\right)} - \left(\frac{\left(z - a \cdot x\right) \cdot a}{{y}^{2}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right)\right) \]

      associate-*r/ [=>]51.7%

      \[ \frac{z}{y} + \left(\left(x + \color{blue}{\frac{27464.7644705 \cdot 1}{{y}^{2}}}\right) - \left(\frac{\left(z - a \cdot x\right) \cdot a}{{y}^{2}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right)\right) \]

      metadata-eval [=>]51.7%

      \[ \frac{z}{y} + \left(\left(x + \frac{\color{blue}{27464.7644705}}{{y}^{2}}\right) - \left(\frac{\left(z - a \cdot x\right) \cdot a}{{y}^{2}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right)\right) \]

      unpow2 [=>]51.7%

      \[ \frac{z}{y} + \left(\left(x + \frac{27464.7644705}{\color{blue}{y \cdot y}}\right) - \left(\frac{\left(z - a \cdot x\right) \cdot a}{{y}^{2}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right)\right) \]

      *-commutative [=>]51.7%

      \[ \frac{z}{y} + \left(\left(x + \frac{27464.7644705}{y \cdot y}\right) - \left(\frac{\color{blue}{a \cdot \left(z - a \cdot x\right)}}{{y}^{2}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right)\right) \]

      associate-/l* [=>]61.2%

      \[ \frac{z}{y} + \left(\left(x + \frac{27464.7644705}{y \cdot y}\right) - \left(\color{blue}{\frac{a}{\frac{{y}^{2}}{z - a \cdot x}}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right)\right) \]

      unpow2 [=>]61.2%

      \[ \frac{z}{y} + \left(\left(x + \frac{27464.7644705}{y \cdot y}\right) - \left(\frac{a}{\frac{\color{blue}{y \cdot y}}{z - a \cdot x}} + \left(\frac{a \cdot x}{y} + \frac{b \cdot x}{{y}^{2}}\right)\right)\right) \]

      associate-/l* [=>]61.5%

      \[ \frac{z}{y} + \left(\left(x + \frac{27464.7644705}{y \cdot y}\right) - \left(\frac{a}{\frac{y \cdot y}{z - a \cdot x}} + \left(\color{blue}{\frac{a}{\frac{y}{x}}} + \frac{b \cdot x}{{y}^{2}}\right)\right)\right) \]

      unpow2 [=>]61.5%

      \[ \frac{z}{y} + \left(\left(x + \frac{27464.7644705}{y \cdot y}\right) - \left(\frac{a}{\frac{y \cdot y}{z - a \cdot x}} + \left(\frac{a}{\frac{y}{x}} + \frac{b \cdot x}{\color{blue}{y \cdot y}}\right)\right)\right) \]

      times-frac [=>]63.5%

      \[ \frac{z}{y} + \left(\left(x + \frac{27464.7644705}{y \cdot y}\right) - \left(\frac{a}{\frac{y \cdot y}{z - a \cdot x}} + \left(\frac{a}{\frac{y}{x}} + \color{blue}{\frac{b}{y} \cdot \frac{x}{y}}\right)\right)\right) \]
    4. Taylor expanded in x around -inf 69.0%

      \[\leadsto \frac{z}{y} + \color{blue}{\left(1 + \left(-1 \cdot \frac{a}{y} + \left(\frac{{a}^{2}}{{y}^{2}} + -1 \cdot \frac{b}{{y}^{2}}\right)\right)\right) \cdot x} \]
    5. Simplified79.0%

      \[\leadsto \frac{z}{y} + \color{blue}{\left(x + x \cdot \left(\left(\frac{a}{y} \cdot \frac{a}{y} - \frac{b}{y \cdot y}\right) - \frac{a}{y}\right)\right)} \]
      Step-by-step derivation

      [Start]69.0%

      \[ \frac{z}{y} + \left(1 + \left(-1 \cdot \frac{a}{y} + \left(\frac{{a}^{2}}{{y}^{2}} + -1 \cdot \frac{b}{{y}^{2}}\right)\right)\right) \cdot x \]

      *-commutative [=>]69.0%

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

      distribute-lft-in [=>]69.1%

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

      *-rgt-identity [=>]69.1%

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

      +-commutative [=>]69.1%

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

      mul-1-neg [=>]69.1%

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

      unsub-neg [=>]69.1%

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

      mul-1-neg [=>]69.1%

      \[ \frac{z}{y} + \left(x + x \cdot \left(\left(\frac{{a}^{2}}{{y}^{2}} + \color{blue}{\left(-\frac{b}{{y}^{2}}\right)}\right) - \frac{a}{y}\right)\right) \]

      unsub-neg [=>]69.1%

      \[ \frac{z}{y} + \left(x + x \cdot \left(\color{blue}{\left(\frac{{a}^{2}}{{y}^{2}} - \frac{b}{{y}^{2}}\right)} - \frac{a}{y}\right)\right) \]

      unpow2 [=>]69.1%

      \[ \frac{z}{y} + \left(x + x \cdot \left(\left(\frac{\color{blue}{a \cdot a}}{{y}^{2}} - \frac{b}{{y}^{2}}\right) - \frac{a}{y}\right)\right) \]

      unpow2 [=>]69.1%

      \[ \frac{z}{y} + \left(x + x \cdot \left(\left(\frac{a \cdot a}{\color{blue}{y \cdot y}} - \frac{b}{{y}^{2}}\right) - \frac{a}{y}\right)\right) \]

      times-frac [=>]79.0%

      \[ \frac{z}{y} + \left(x + x \cdot \left(\left(\color{blue}{\frac{a}{y} \cdot \frac{a}{y}} - \frac{b}{{y}^{2}}\right) - \frac{a}{y}\right)\right) \]

      unpow2 [=>]79.0%

      \[ \frac{z}{y} + \left(x + x \cdot \left(\left(\frac{a}{y} \cdot \frac{a}{y} - \frac{b}{\color{blue}{y \cdot y}}\right) - \frac{a}{y}\right)\right) \]
  3. Recombined 5 regimes into one program.
  4. Final simplification84.2%

    \[\leadsto \begin{array}{l} \mathbf{if}\;y \leq -1 \cdot 10^{+75}:\\ \;\;\;\;x + \frac{z}{y}\\ \mathbf{elif}\;y \leq -2.8 \cdot 10^{+31}:\\ \;\;\;\;\left(\frac{y}{\frac{a}{x}} + \frac{z}{a}\right) - \frac{b}{\frac{a \cdot a}{x}}\\ \mathbf{elif}\;y \leq 980:\\ \;\;\;\;\frac{t + y \cdot \left(230661.510616 + y \cdot \left(27464.7644705 + y \cdot \left(z + x \cdot y\right)\right)\right)}{i + y \cdot \left(c + y \cdot b\right)}\\ \mathbf{elif}\;y \leq 5 \cdot 10^{+75}:\\ \;\;\;\;\frac{t + y \cdot \left(230661.510616 + y \cdot \left(27464.7644705 + y \cdot \left(z + x \cdot y\right)\right)\right)}{y \cdot \left(y \cdot \left(y \cdot \left(y + a\right) + b\right) + c\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{z}{y} + \left(x + x \cdot \left(\left(\frac{a}{y} \cdot \frac{a}{y} - \frac{b}{y \cdot y}\right) - \frac{a}{y}\right)\right)\\ \end{array} \]

Alternatives

Alternative 1
Accuracy81.2%
Cost2512
\[\begin{array}{l} t_1 := t + y \cdot \left(230661.510616 + y \cdot \left(27464.7644705 + y \cdot \left(z + x \cdot y\right)\right)\right)\\ \mathbf{if}\;y \leq -1 \cdot 10^{+75}:\\ \;\;\;\;x + \frac{z}{y}\\ \mathbf{elif}\;y \leq -2.8 \cdot 10^{+31}:\\ \;\;\;\;\left(\frac{y}{\frac{a}{x}} + \frac{z}{a}\right) - \frac{b}{\frac{a \cdot a}{x}}\\ \mathbf{elif}\;y \leq 980:\\ \;\;\;\;\frac{t_1}{i + y \cdot \left(c + y \cdot b\right)}\\ \mathbf{elif}\;y \leq 5 \cdot 10^{+75}:\\ \;\;\;\;\frac{t_1}{y \cdot \left(y \cdot \left(y \cdot \left(y + a\right) + b\right) + c\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{z}{y} + \left(x + x \cdot \left(\left(\frac{a}{y} \cdot \frac{a}{y} - \frac{b}{y \cdot y}\right) - \frac{a}{y}\right)\right)\\ \end{array} \]
Alternative 2
Accuracy84.4%
Cost4292
\[\begin{array}{l} t_1 := \frac{t + y \cdot \left(230661.510616 + y \cdot \left(27464.7644705 + y \cdot \left(z + x \cdot y\right)\right)\right)}{y \cdot \left(y \cdot \left(y \cdot \left(y + a\right) + b\right) + c\right) + i}\\ \mathbf{if}\;t_1 \leq \infty:\\ \;\;\;\;t_1\\ \mathbf{else}:\\ \;\;\;\;\frac{z}{y} + \left(x + x \cdot \left(\left(\frac{a}{y} \cdot \frac{a}{y} - \frac{b}{y \cdot y}\right) - \frac{a}{y}\right)\right)\\ \end{array} \]
Alternative 3
Accuracy80.5%
Cost2124
\[\begin{array}{l} \mathbf{if}\;y \leq -8 \cdot 10^{+74}:\\ \;\;\;\;x + \frac{z}{y}\\ \mathbf{elif}\;y \leq -1.05 \cdot 10^{+32}:\\ \;\;\;\;\left(\frac{y}{\frac{a}{x}} + \frac{z}{a}\right) - \frac{b}{\frac{a \cdot a}{x}}\\ \mathbf{elif}\;y \leq 5.2 \cdot 10^{+25}:\\ \;\;\;\;\frac{t + y \cdot \left(230661.510616 + z \cdot \left(y \cdot y\right)\right)}{y \cdot \left(y \cdot \left(y \cdot \left(y + a\right) + b\right) + c\right) + i}\\ \mathbf{else}:\\ \;\;\;\;\frac{z}{y} + \left(x + x \cdot \left(\left(\frac{a}{y} \cdot \frac{a}{y} - \frac{b}{y \cdot y}\right) - \frac{a}{y}\right)\right)\\ \end{array} \]
Alternative 4
Accuracy80.7%
Cost2124
\[\begin{array}{l} \mathbf{if}\;y \leq -8.6 \cdot 10^{+74}:\\ \;\;\;\;x + \frac{z}{y}\\ \mathbf{elif}\;y \leq -6.2 \cdot 10^{+32}:\\ \;\;\;\;\left(\frac{y}{\frac{a}{x}} + \frac{z}{a}\right) - \frac{b}{\frac{a \cdot a}{x}}\\ \mathbf{elif}\;y \leq 5.8 \cdot 10^{+25}:\\ \;\;\;\;\frac{t + y \cdot \left(230661.510616 + y \cdot \left(27464.7644705 + y \cdot \left(z + x \cdot y\right)\right)\right)}{i + y \cdot \left(c + y \cdot b\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{z}{y} + \left(x + x \cdot \left(\left(\frac{a}{y} \cdot \frac{a}{y} - \frac{b}{y \cdot y}\right) - \frac{a}{y}\right)\right)\\ \end{array} \]
Alternative 5
Accuracy75.6%
Cost1996
\[\begin{array}{l} \mathbf{if}\;y \leq -1.9 \cdot 10^{+75}:\\ \;\;\;\;x + \frac{z}{y}\\ \mathbf{elif}\;y \leq -2.9 \cdot 10^{+32}:\\ \;\;\;\;\left(\frac{y}{\frac{a}{x}} + \frac{z}{a}\right) - \frac{b}{\frac{a \cdot a}{x}}\\ \mathbf{elif}\;y \leq 5.8 \cdot 10^{+25}:\\ \;\;\;\;\frac{t + y \cdot \left(230661.510616 + y \cdot \left(27464.7644705 + y \cdot \left(z + x \cdot y\right)\right)\right)}{i + y \cdot c}\\ \mathbf{else}:\\ \;\;\;\;\frac{z}{y} + x \cdot \left(\left(\left(\frac{a}{y} \cdot \frac{a}{y} - \frac{a}{y}\right) - \frac{b}{y \cdot y}\right) + 1\right)\\ \end{array} \]
Alternative 6
Accuracy75.6%
Cost1996
\[\begin{array}{l} \mathbf{if}\;y \leq -1.45 \cdot 10^{+75}:\\ \;\;\;\;x + \frac{z}{y}\\ \mathbf{elif}\;y \leq -7.8 \cdot 10^{+30}:\\ \;\;\;\;\left(\frac{y}{\frac{a}{x}} + \frac{z}{a}\right) - \frac{b}{\frac{a \cdot a}{x}}\\ \mathbf{elif}\;y \leq 8 \cdot 10^{+24}:\\ \;\;\;\;\frac{t + y \cdot \left(230661.510616 + y \cdot \left(27464.7644705 + y \cdot \left(z + x \cdot y\right)\right)\right)}{i + y \cdot c}\\ \mathbf{else}:\\ \;\;\;\;\frac{z}{y} + \left(x + x \cdot \left(\left(\frac{a}{y} \cdot \frac{a}{y} - \frac{b}{y \cdot y}\right) - \frac{a}{y}\right)\right)\\ \end{array} \]
Alternative 7
Accuracy75.4%
Cost1868
\[\begin{array}{l} t_1 := \left(\frac{y}{\frac{a}{x}} + \frac{z}{a}\right) - \frac{b}{\frac{a \cdot a}{x}}\\ \mathbf{if}\;y \leq -1.05 \cdot 10^{+75}:\\ \;\;\;\;x + \frac{z}{y}\\ \mathbf{elif}\;y \leq -3.2 \cdot 10^{+31}:\\ \;\;\;\;t_1\\ \mathbf{elif}\;y \leq 6 \cdot 10^{+30}:\\ \;\;\;\;\frac{t + y \cdot \left(230661.510616 + y \cdot \left(27464.7644705 + y \cdot \left(z + x \cdot y\right)\right)\right)}{i + y \cdot c}\\ \mathbf{elif}\;y \leq 4.8 \cdot 10^{+87}:\\ \;\;\;\;t_1\\ \mathbf{else}:\\ \;\;\;\;\frac{z}{y} + \left(x - a \cdot \frac{x}{y}\right)\\ \end{array} \]
Alternative 8
Accuracy76.6%
Cost1740
\[\begin{array}{l} \mathbf{if}\;y \leq -2.7 \cdot 10^{+75}:\\ \;\;\;\;x + \frac{z}{y}\\ \mathbf{elif}\;y \leq -9.8 \cdot 10^{+30}:\\ \;\;\;\;\left(\frac{y}{\frac{a}{x}} + \frac{z}{a}\right) - \frac{b}{\frac{a \cdot a}{x}}\\ \mathbf{elif}\;y \leq 2.1 \cdot 10^{+25}:\\ \;\;\;\;\frac{t + y \cdot 230661.510616}{y \cdot \left(y \cdot \left(y \cdot \left(y + a\right) + b\right) + c\right) + i}\\ \mathbf{else}:\\ \;\;\;\;\frac{z}{y} + \left(x - a \cdot \frac{x}{y}\right)\\ \end{array} \]
Alternative 9
Accuracy74.8%
Cost1616
\[\begin{array}{l} t_1 := \left(\frac{y}{\frac{a}{x}} + \frac{z}{a}\right) - \frac{b}{\frac{a \cdot a}{x}}\\ \mathbf{if}\;y \leq -1.6 \cdot 10^{+75}:\\ \;\;\;\;x + \frac{z}{y}\\ \mathbf{elif}\;y \leq -1.82 \cdot 10^{+28}:\\ \;\;\;\;t_1\\ \mathbf{elif}\;y \leq 110000000:\\ \;\;\;\;\frac{t + y \cdot 230661.510616}{i + y \cdot \left(c + y \cdot b\right)}\\ \mathbf{elif}\;y \leq 1.1 \cdot 10^{+83}:\\ \;\;\;\;t_1\\ \mathbf{else}:\\ \;\;\;\;\frac{z}{y} + \left(x - a \cdot \frac{x}{y}\right)\\ \end{array} \]
Alternative 10
Accuracy73.8%
Cost1484
\[\begin{array}{l} \mathbf{if}\;y \leq -1.45 \cdot 10^{+75}:\\ \;\;\;\;x + \frac{z}{y}\\ \mathbf{elif}\;y \leq -5.5 \cdot 10^{+27}:\\ \;\;\;\;\left(\frac{y}{\frac{a}{x}} + \frac{z}{a}\right) - \frac{b}{\frac{a \cdot a}{x}}\\ \mathbf{elif}\;y \leq 1.15 \cdot 10^{+24}:\\ \;\;\;\;\frac{t + y \cdot \left(230661.510616 + z \cdot \left(y \cdot y\right)\right)}{i + y \cdot c}\\ \mathbf{else}:\\ \;\;\;\;\frac{z}{y} + \left(x - a \cdot \frac{x}{y}\right)\\ \end{array} \]
Alternative 11
Accuracy74.3%
Cost1224
\[\begin{array}{l} \mathbf{if}\;y \leq -4.2 \cdot 10^{+43}:\\ \;\;\;\;x + \frac{z}{y}\\ \mathbf{elif}\;y \leq 2.6 \cdot 10^{+25}:\\ \;\;\;\;\frac{t + y \cdot 230661.510616}{i + y \cdot \left(c + y \cdot b\right)}\\ \mathbf{else}:\\ \;\;\;\;\frac{z}{y} + \left(x - a \cdot \frac{x}{y}\right)\\ \end{array} \]
Alternative 12
Accuracy65.2%
Cost968
\[\begin{array}{l} \mathbf{if}\;y \leq -4.2 \cdot 10^{+43}:\\ \;\;\;\;x + \frac{z}{y}\\ \mathbf{elif}\;y \leq 1.4 \cdot 10^{+24}:\\ \;\;\;\;\frac{t}{i + y \cdot c}\\ \mathbf{else}:\\ \;\;\;\;\frac{z}{y} + \left(x - a \cdot \frac{x}{y}\right)\\ \end{array} \]
Alternative 13
Accuracy71.0%
Cost968
\[\begin{array}{l} \mathbf{if}\;y \leq -6 \cdot 10^{+43}:\\ \;\;\;\;x + \frac{z}{y}\\ \mathbf{elif}\;y \leq 2.6 \cdot 10^{+24}:\\ \;\;\;\;\frac{t + y \cdot 230661.510616}{i + y \cdot c}\\ \mathbf{else}:\\ \;\;\;\;\frac{z}{y} + \left(x - a \cdot \frac{x}{y}\right)\\ \end{array} \]
Alternative 14
Accuracy57.9%
Cost716
\[\begin{array}{l} t_1 := x + \frac{z}{y}\\ \mathbf{if}\;y \leq -9.5 \cdot 10^{+74}:\\ \;\;\;\;t_1\\ \mathbf{elif}\;y \leq -3.7 \cdot 10^{-42}:\\ \;\;\;\;\frac{y}{\frac{a}{x}}\\ \mathbf{elif}\;y \leq 1.65 \cdot 10^{+24}:\\ \;\;\;\;\frac{t}{i}\\ \mathbf{else}:\\ \;\;\;\;t_1\\ \end{array} \]
Alternative 15
Accuracy57.8%
Cost716
\[\begin{array}{l} t_1 := x + \frac{z}{y}\\ \mathbf{if}\;y \leq -9.5 \cdot 10^{+74}:\\ \;\;\;\;t_1\\ \mathbf{elif}\;y \leq -8.2 \cdot 10^{-42}:\\ \;\;\;\;\frac{x \cdot y}{a}\\ \mathbf{elif}\;y \leq 1.9 \cdot 10^{+24}:\\ \;\;\;\;\frac{t}{i}\\ \mathbf{else}:\\ \;\;\;\;t_1\\ \end{array} \]
Alternative 16
Accuracy65.2%
Cost713
\[\begin{array}{l} \mathbf{if}\;y \leq -4.2 \cdot 10^{+43} \lor \neg \left(y \leq 2.25 \cdot 10^{+24}\right):\\ \;\;\;\;x + \frac{z}{y}\\ \mathbf{else}:\\ \;\;\;\;\frac{t}{i + y \cdot c}\\ \end{array} \]
Alternative 17
Accuracy57.8%
Cost585
\[\begin{array}{l} \mathbf{if}\;y \leq -2.4 \cdot 10^{-22} \lor \neg \left(y \leq 3 \cdot 10^{+24}\right):\\ \;\;\;\;x + \frac{z}{y}\\ \mathbf{else}:\\ \;\;\;\;\frac{t}{i}\\ \end{array} \]
Alternative 18
Accuracy51.0%
Cost456
\[\begin{array}{l} \mathbf{if}\;y \leq -1.16 \cdot 10^{+48}:\\ \;\;\;\;x\\ \mathbf{elif}\;y \leq 60000000:\\ \;\;\;\;\frac{t}{i}\\ \mathbf{else}:\\ \;\;\;\;x\\ \end{array} \]
Alternative 19
Accuracy26.2%
Cost64
\[x \]

Reproduce?

herbie shell --seed 2023165 
(FPCore (x y z t a b c i)
  :name "Numeric.SpecFunctions:logGamma from math-functions-0.1.5.2"
  :precision binary64
  (/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i)))