| Alternative 1 | |
|---|---|
| Error | 0.8 |
| Cost | 79556 |
(FPCore (x y z t) :precision binary64 (+ (+ (+ (- (sqrt (+ x 1.0)) (sqrt x)) (- (sqrt (+ y 1.0)) (sqrt y))) (- (sqrt (+ z 1.0)) (sqrt z))) (- (sqrt (+ t 1.0)) (sqrt t))))
(FPCore (x y z t)
:precision binary64
(let* ((t_1 (sqrt (+ x 1.0)))
(t_2 (+ (sqrt (+ 1.0 z)) (sqrt z)))
(t_3 (/ 1.0 (+ (sqrt (+ 1.0 y)) (sqrt y))))
(t_4 (sqrt (+ 1.0 t))))
(if (<= (- t_1 (sqrt x)) 5e-5)
(+
(expm1 (log1p (+ t_3 (/ 1.0 (+ t_1 (sqrt x))))))
(+ (/ 1.0 t_2) (- t_4 (sqrt t))))
(+ (+ t_1 (- t_3 (sqrt x))) (- (/ 1.0 (+ t_4 (sqrt t))) (/ -1.0 t_2))))))double code(double x, double y, double z, double t) {
return (((sqrt((x + 1.0)) - sqrt(x)) + (sqrt((y + 1.0)) - sqrt(y))) + (sqrt((z + 1.0)) - sqrt(z))) + (sqrt((t + 1.0)) - sqrt(t));
}
double code(double x, double y, double z, double t) {
double t_1 = sqrt((x + 1.0));
double t_2 = sqrt((1.0 + z)) + sqrt(z);
double t_3 = 1.0 / (sqrt((1.0 + y)) + sqrt(y));
double t_4 = sqrt((1.0 + t));
double tmp;
if ((t_1 - sqrt(x)) <= 5e-5) {
tmp = expm1(log1p((t_3 + (1.0 / (t_1 + sqrt(x)))))) + ((1.0 / t_2) + (t_4 - sqrt(t)));
} else {
tmp = (t_1 + (t_3 - sqrt(x))) + ((1.0 / (t_4 + sqrt(t))) - (-1.0 / t_2));
}
return tmp;
}
public static double code(double x, double y, double z, double t) {
return (((Math.sqrt((x + 1.0)) - Math.sqrt(x)) + (Math.sqrt((y + 1.0)) - Math.sqrt(y))) + (Math.sqrt((z + 1.0)) - Math.sqrt(z))) + (Math.sqrt((t + 1.0)) - Math.sqrt(t));
}
public static double code(double x, double y, double z, double t) {
double t_1 = Math.sqrt((x + 1.0));
double t_2 = Math.sqrt((1.0 + z)) + Math.sqrt(z);
double t_3 = 1.0 / (Math.sqrt((1.0 + y)) + Math.sqrt(y));
double t_4 = Math.sqrt((1.0 + t));
double tmp;
if ((t_1 - Math.sqrt(x)) <= 5e-5) {
tmp = Math.expm1(Math.log1p((t_3 + (1.0 / (t_1 + Math.sqrt(x)))))) + ((1.0 / t_2) + (t_4 - Math.sqrt(t)));
} else {
tmp = (t_1 + (t_3 - Math.sqrt(x))) + ((1.0 / (t_4 + Math.sqrt(t))) - (-1.0 / t_2));
}
return tmp;
}
def code(x, y, z, t): return (((math.sqrt((x + 1.0)) - math.sqrt(x)) + (math.sqrt((y + 1.0)) - math.sqrt(y))) + (math.sqrt((z + 1.0)) - math.sqrt(z))) + (math.sqrt((t + 1.0)) - math.sqrt(t))
def code(x, y, z, t): t_1 = math.sqrt((x + 1.0)) t_2 = math.sqrt((1.0 + z)) + math.sqrt(z) t_3 = 1.0 / (math.sqrt((1.0 + y)) + math.sqrt(y)) t_4 = math.sqrt((1.0 + t)) tmp = 0 if (t_1 - math.sqrt(x)) <= 5e-5: tmp = math.expm1(math.log1p((t_3 + (1.0 / (t_1 + math.sqrt(x)))))) + ((1.0 / t_2) + (t_4 - math.sqrt(t))) else: tmp = (t_1 + (t_3 - math.sqrt(x))) + ((1.0 / (t_4 + math.sqrt(t))) - (-1.0 / t_2)) return tmp
function code(x, y, z, t) return Float64(Float64(Float64(Float64(sqrt(Float64(x + 1.0)) - sqrt(x)) + Float64(sqrt(Float64(y + 1.0)) - sqrt(y))) + Float64(sqrt(Float64(z + 1.0)) - sqrt(z))) + Float64(sqrt(Float64(t + 1.0)) - sqrt(t))) end
function code(x, y, z, t) t_1 = sqrt(Float64(x + 1.0)) t_2 = Float64(sqrt(Float64(1.0 + z)) + sqrt(z)) t_3 = Float64(1.0 / Float64(sqrt(Float64(1.0 + y)) + sqrt(y))) t_4 = sqrt(Float64(1.0 + t)) tmp = 0.0 if (Float64(t_1 - sqrt(x)) <= 5e-5) tmp = Float64(expm1(log1p(Float64(t_3 + Float64(1.0 / Float64(t_1 + sqrt(x)))))) + Float64(Float64(1.0 / t_2) + Float64(t_4 - sqrt(t)))); else tmp = Float64(Float64(t_1 + Float64(t_3 - sqrt(x))) + Float64(Float64(1.0 / Float64(t_4 + sqrt(t))) - Float64(-1.0 / t_2))); end return tmp end
code[x_, y_, z_, t_] := N[(N[(N[(N[(N[Sqrt[N[(x + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[x], $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(y + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[y], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(z + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[z], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[Sqrt[N[(t + 1.0), $MachinePrecision]], $MachinePrecision] - N[Sqrt[t], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
code[x_, y_, z_, t_] := Block[{t$95$1 = N[Sqrt[N[(x + 1.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$2 = N[(N[Sqrt[N[(1.0 + z), $MachinePrecision]], $MachinePrecision] + N[Sqrt[z], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(1.0 / N[(N[Sqrt[N[(1.0 + y), $MachinePrecision]], $MachinePrecision] + N[Sqrt[y], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$4 = N[Sqrt[N[(1.0 + t), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[N[(t$95$1 - N[Sqrt[x], $MachinePrecision]), $MachinePrecision], 5e-5], N[(N[(Exp[N[Log[1 + N[(t$95$3 + N[(1.0 / N[(t$95$1 + N[Sqrt[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]] - 1), $MachinePrecision] + N[(N[(1.0 / t$95$2), $MachinePrecision] + N[(t$95$4 - N[Sqrt[t], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(t$95$1 + N[(t$95$3 - N[Sqrt[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(1.0 / N[(t$95$4 + N[Sqrt[t], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(-1.0 / t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]
\left(\left(\left(\sqrt{x + 1} - \sqrt{x}\right) + \left(\sqrt{y + 1} - \sqrt{y}\right)\right) + \left(\sqrt{z + 1} - \sqrt{z}\right)\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)
\begin{array}{l}
t_1 := \sqrt{x + 1}\\
t_2 := \sqrt{1 + z} + \sqrt{z}\\
t_3 := \frac{1}{\sqrt{1 + y} + \sqrt{y}}\\
t_4 := \sqrt{1 + t}\\
\mathbf{if}\;t_1 - \sqrt{x} \leq 5 \cdot 10^{-5}:\\
\;\;\;\;\mathsf{expm1}\left(\mathsf{log1p}\left(t_3 + \frac{1}{t_1 + \sqrt{x}}\right)\right) + \left(\frac{1}{t_2} + \left(t_4 - \sqrt{t}\right)\right)\\
\mathbf{else}:\\
\;\;\;\;\left(t_1 + \left(t_3 - \sqrt{x}\right)\right) + \left(\frac{1}{t_4 + \sqrt{t}} - \frac{-1}{t_2}\right)\\
\end{array}
Results
| Original | 5.1 |
|---|---|
| Target | 0.4 |
| Herbie | 0.2 |
if (-.f64 (sqrt.f64 (+.f64 x 1)) (sqrt.f64 x)) < 5.00000000000000024e-5Initial program 59.9
Simplified59.9
[Start]59.9 | \[ \left(\left(\left(\sqrt{x + 1} - \sqrt{x}\right) + \left(\sqrt{y + 1} - \sqrt{y}\right)\right) + \left(\sqrt{z + 1} - \sqrt{z}\right)\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)
\] |
|---|---|
associate-+l+ [=>]59.9 | \[ \color{blue}{\left(\left(\sqrt{x + 1} - \sqrt{x}\right) + \left(\sqrt{y + 1} - \sqrt{y}\right)\right) + \left(\left(\sqrt{z + 1} - \sqrt{z}\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)}
\] |
associate-+l- [=>]59.9 | \[ \color{blue}{\left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{y + 1} - \sqrt{y}\right)\right)\right)} + \left(\left(\sqrt{z + 1} - \sqrt{z}\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)
\] |
associate--r- [=>]60.0 | \[ \left(\sqrt{x + 1} - \color{blue}{\left(\left(\sqrt{x} - \sqrt{y + 1}\right) + \sqrt{y}\right)}\right) + \left(\left(\sqrt{z + 1} - \sqrt{z}\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)
\] |
remove-double-neg [<=]60.0 | \[ \left(\sqrt{x + 1} - \left(\left(\sqrt{x} - \sqrt{y + 1}\right) + \color{blue}{\left(-\left(-\sqrt{y}\right)\right)}\right)\right) + \left(\left(\sqrt{z + 1} - \sqrt{z}\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)
\] |
associate-+l- [=>]59.9 | \[ \left(\sqrt{x + 1} - \color{blue}{\left(\sqrt{x} - \left(\sqrt{y + 1} - \left(-\left(-\sqrt{y}\right)\right)\right)\right)}\right) + \left(\left(\sqrt{z + 1} - \sqrt{z}\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)
\] |
+-commutative [=>]59.9 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{\color{blue}{1 + y}} - \left(-\left(-\sqrt{y}\right)\right)\right)\right)\right) + \left(\left(\sqrt{z + 1} - \sqrt{z}\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)
\] |
remove-double-neg [=>]59.9 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \color{blue}{\sqrt{y}}\right)\right)\right) + \left(\left(\sqrt{z + 1} - \sqrt{z}\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)
\] |
sub-neg [=>]59.9 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \sqrt{y}\right)\right)\right) + \left(\color{blue}{\left(\sqrt{z + 1} + \left(-\sqrt{z}\right)\right)} + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)
\] |
sub-neg [<=]59.9 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \sqrt{y}\right)\right)\right) + \left(\color{blue}{\left(\sqrt{z + 1} - \sqrt{z}\right)} + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)
\] |
+-commutative [=>]59.9 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \sqrt{y}\right)\right)\right) + \left(\left(\sqrt{\color{blue}{1 + z}} - \sqrt{z}\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)
\] |
+-commutative [=>]59.9 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \sqrt{y}\right)\right)\right) + \left(\left(\sqrt{1 + z} - \sqrt{z}\right) + \left(\sqrt{\color{blue}{1 + t}} - \sqrt{t}\right)\right)
\] |
Applied egg-rr57.7
Simplified57.7
[Start]57.7 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \sqrt{y}\right)\right)\right) + \left(\left(1 + \left(z - z\right)\right) \cdot \frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
|---|---|
+-commutative [=>]57.7 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \sqrt{y}\right)\right)\right) + \left(\color{blue}{\left(\left(z - z\right) + 1\right)} \cdot \frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
+-inverses [=>]57.7 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \sqrt{y}\right)\right)\right) + \left(\left(\color{blue}{0} + 1\right) \cdot \frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
metadata-eval [=>]57.7 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \sqrt{y}\right)\right)\right) + \left(\color{blue}{1} \cdot \frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
*-lft-identity [=>]57.7 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \sqrt{y}\right)\right)\right) + \left(\color{blue}{\frac{1}{\sqrt{1 + z} + \sqrt{z}}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
Applied egg-rr57.7
Simplified57.7
[Start]57.7 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(1 + \left(y - y\right)\right) \cdot \frac{1}{\sqrt{1 + y} + \sqrt{y}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
|---|---|
+-commutative [=>]57.7 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \color{blue}{\left(\left(y - y\right) + 1\right)} \cdot \frac{1}{\sqrt{1 + y} + \sqrt{y}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
+-inverses [=>]57.7 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\color{blue}{0} + 1\right) \cdot \frac{1}{\sqrt{1 + y} + \sqrt{y}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
metadata-eval [=>]57.7 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \color{blue}{1} \cdot \frac{1}{\sqrt{1 + y} + \sqrt{y}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
*-lft-identity [=>]57.7 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \color{blue}{\frac{1}{\sqrt{1 + y} + \sqrt{y}}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
Applied egg-rr56.5
Applied egg-rr53.3
Simplified0.4
[Start]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \left(x + \left(1 - x\right)\right) \cdot \frac{1}{\sqrt{x + 1} + \sqrt{x}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
|---|---|
*-commutative [=>]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \color{blue}{\frac{1}{\sqrt{x + 1} + \sqrt{x}} \cdot \left(x + \left(1 - x\right)\right)}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
associate-*l/ [=>]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \color{blue}{\frac{1 \cdot \left(x + \left(1 - x\right)\right)}{\sqrt{x + 1} + \sqrt{x}}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
associate-*r/ [<=]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \color{blue}{1 \cdot \frac{x + \left(1 - x\right)}{\sqrt{x + 1} + \sqrt{x}}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
metadata-eval [<=]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \color{blue}{\frac{-1}{-1}} \cdot \frac{x + \left(1 - x\right)}{\sqrt{x + 1} + \sqrt{x}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
metadata-eval [<=]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \frac{\color{blue}{-1}}{-1} \cdot \frac{x + \left(1 - x\right)}{\sqrt{x + 1} + \sqrt{x}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
metadata-eval [<=]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \frac{-1}{\color{blue}{-1}} \cdot \frac{x + \left(1 - x\right)}{\sqrt{x + 1} + \sqrt{x}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
times-frac [<=]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \color{blue}{\frac{\left(-1\right) \cdot \left(x + \left(1 - x\right)\right)}{\left(-1\right) \cdot \left(\sqrt{x + 1} + \sqrt{x}\right)}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
metadata-eval [=>]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \frac{\color{blue}{-1} \cdot \left(x + \left(1 - x\right)\right)}{\left(-1\right) \cdot \left(\sqrt{x + 1} + \sqrt{x}\right)}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
neg-mul-1 [<=]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \frac{\color{blue}{-\left(x + \left(1 - x\right)\right)}}{\left(-1\right) \cdot \left(\sqrt{x + 1} + \sqrt{x}\right)}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
associate-/r* [=>]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \color{blue}{\frac{\frac{-\left(x + \left(1 - x\right)\right)}{-1}}{\sqrt{x + 1} + \sqrt{x}}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
neg-mul-1 [=>]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \frac{\frac{\color{blue}{-1 \cdot \left(x + \left(1 - x\right)\right)}}{-1}}{\sqrt{x + 1} + \sqrt{x}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
metadata-eval [<=]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \frac{\frac{\color{blue}{\left(-1\right)} \cdot \left(x + \left(1 - x\right)\right)}{-1}}{\sqrt{x + 1} + \sqrt{x}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
*-commutative [=>]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \frac{\frac{\color{blue}{\left(x + \left(1 - x\right)\right) \cdot \left(-1\right)}}{-1}}{\sqrt{x + 1} + \sqrt{x}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
associate-/l* [=>]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \frac{\color{blue}{\frac{x + \left(1 - x\right)}{\frac{-1}{-1}}}}{\sqrt{x + 1} + \sqrt{x}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
metadata-eval [=>]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \frac{\frac{x + \left(1 - x\right)}{\frac{\color{blue}{-1}}{-1}}}{\sqrt{x + 1} + \sqrt{x}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
metadata-eval [=>]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \frac{\frac{x + \left(1 - x\right)}{\frac{-1}{\color{blue}{-1}}}}{\sqrt{x + 1} + \sqrt{x}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
metadata-eval [=>]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \frac{\frac{x + \left(1 - x\right)}{\color{blue}{1}}}{\sqrt{x + 1} + \sqrt{x}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
/-rgt-identity [=>]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \frac{\color{blue}{x + \left(1 - x\right)}}{\sqrt{x + 1} + \sqrt{x}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
+-commutative [=>]53.3 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \frac{\color{blue}{\left(1 - x\right) + x}}{\sqrt{x + 1} + \sqrt{x}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
associate-+l- [=>]0.4 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \frac{\color{blue}{1 - \left(x - x\right)}}{\sqrt{x + 1} + \sqrt{x}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
+-inverses [=>]0.4 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \frac{1 - \color{blue}{0}}{\sqrt{x + 1} + \sqrt{x}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
metadata-eval [=>]0.4 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \frac{\color{blue}{1}}{\sqrt{x + 1} + \sqrt{x}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
+-commutative [=>]0.4 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \frac{1}{\color{blue}{\sqrt{x} + \sqrt{x + 1}}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
+-commutative [=>]0.4 | \[ \mathsf{expm1}\left(\mathsf{log1p}\left(\frac{1}{\sqrt{1 + y} + \sqrt{y}} + \frac{1}{\sqrt{x} + \sqrt{\color{blue}{1 + x}}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
if 5.00000000000000024e-5 < (-.f64 (sqrt.f64 (+.f64 x 1)) (sqrt.f64 x)) Initial program 2.1
Simplified2.1
[Start]2.1 | \[ \left(\left(\left(\sqrt{x + 1} - \sqrt{x}\right) + \left(\sqrt{y + 1} - \sqrt{y}\right)\right) + \left(\sqrt{z + 1} - \sqrt{z}\right)\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)
\] |
|---|---|
associate-+l+ [=>]2.1 | \[ \color{blue}{\left(\left(\sqrt{x + 1} - \sqrt{x}\right) + \left(\sqrt{y + 1} - \sqrt{y}\right)\right) + \left(\left(\sqrt{z + 1} - \sqrt{z}\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)}
\] |
associate-+l- [=>]2.1 | \[ \color{blue}{\left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{y + 1} - \sqrt{y}\right)\right)\right)} + \left(\left(\sqrt{z + 1} - \sqrt{z}\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)
\] |
associate--r- [=>]2.9 | \[ \left(\sqrt{x + 1} - \color{blue}{\left(\left(\sqrt{x} - \sqrt{y + 1}\right) + \sqrt{y}\right)}\right) + \left(\left(\sqrt{z + 1} - \sqrt{z}\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)
\] |
remove-double-neg [<=]2.9 | \[ \left(\sqrt{x + 1} - \left(\left(\sqrt{x} - \sqrt{y + 1}\right) + \color{blue}{\left(-\left(-\sqrt{y}\right)\right)}\right)\right) + \left(\left(\sqrt{z + 1} - \sqrt{z}\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)
\] |
associate-+l- [=>]2.1 | \[ \left(\sqrt{x + 1} - \color{blue}{\left(\sqrt{x} - \left(\sqrt{y + 1} - \left(-\left(-\sqrt{y}\right)\right)\right)\right)}\right) + \left(\left(\sqrt{z + 1} - \sqrt{z}\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)
\] |
+-commutative [=>]2.1 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{\color{blue}{1 + y}} - \left(-\left(-\sqrt{y}\right)\right)\right)\right)\right) + \left(\left(\sqrt{z + 1} - \sqrt{z}\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)
\] |
remove-double-neg [=>]2.1 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \color{blue}{\sqrt{y}}\right)\right)\right) + \left(\left(\sqrt{z + 1} - \sqrt{z}\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)
\] |
sub-neg [=>]2.1 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \sqrt{y}\right)\right)\right) + \left(\color{blue}{\left(\sqrt{z + 1} + \left(-\sqrt{z}\right)\right)} + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)
\] |
sub-neg [<=]2.1 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \sqrt{y}\right)\right)\right) + \left(\color{blue}{\left(\sqrt{z + 1} - \sqrt{z}\right)} + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)
\] |
+-commutative [=>]2.1 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \sqrt{y}\right)\right)\right) + \left(\left(\sqrt{\color{blue}{1 + z}} - \sqrt{z}\right) + \left(\sqrt{t + 1} - \sqrt{t}\right)\right)
\] |
+-commutative [=>]2.1 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \sqrt{y}\right)\right)\right) + \left(\left(\sqrt{1 + z} - \sqrt{z}\right) + \left(\sqrt{\color{blue}{1 + t}} - \sqrt{t}\right)\right)
\] |
Applied egg-rr1.3
Simplified1.3
[Start]1.3 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \sqrt{y}\right)\right)\right) + \left(\left(1 + \left(z - z\right)\right) \cdot \frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
|---|---|
+-commutative [=>]1.3 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \sqrt{y}\right)\right)\right) + \left(\color{blue}{\left(\left(z - z\right) + 1\right)} \cdot \frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
+-inverses [=>]1.3 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \sqrt{y}\right)\right)\right) + \left(\left(\color{blue}{0} + 1\right) \cdot \frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
metadata-eval [=>]1.3 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \sqrt{y}\right)\right)\right) + \left(\color{blue}{1} \cdot \frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
*-lft-identity [=>]1.3 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\sqrt{1 + y} - \sqrt{y}\right)\right)\right) + \left(\color{blue}{\frac{1}{\sqrt{1 + z} + \sqrt{z}}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
Applied egg-rr0.5
Simplified0.5
[Start]0.5 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(1 + \left(y - y\right)\right) \cdot \frac{1}{\sqrt{1 + y} + \sqrt{y}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
|---|---|
+-commutative [=>]0.5 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \color{blue}{\left(\left(y - y\right) + 1\right)} \cdot \frac{1}{\sqrt{1 + y} + \sqrt{y}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
+-inverses [=>]0.5 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \left(\color{blue}{0} + 1\right) \cdot \frac{1}{\sqrt{1 + y} + \sqrt{y}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
metadata-eval [=>]0.5 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \color{blue}{1} \cdot \frac{1}{\sqrt{1 + y} + \sqrt{y}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
*-lft-identity [=>]0.5 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \color{blue}{\frac{1}{\sqrt{1 + y} + \sqrt{y}}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\sqrt{1 + t} - \sqrt{t}\right)\right)
\] |
Applied egg-rr0.3
Simplified0.1
[Start]0.3 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \frac{1}{\sqrt{1 + y} + \sqrt{y}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(\left(1 + t\right) - t\right) \cdot \frac{1}{\sqrt{1 + t} + \sqrt{t}}\right)
\] |
|---|---|
*-commutative [=>]0.3 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \frac{1}{\sqrt{1 + y} + \sqrt{y}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \color{blue}{\frac{1}{\sqrt{1 + t} + \sqrt{t}} \cdot \left(\left(1 + t\right) - t\right)}\right)
\] |
associate--l+ [=>]0.1 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \frac{1}{\sqrt{1 + y} + \sqrt{y}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \frac{1}{\sqrt{1 + t} + \sqrt{t}} \cdot \color{blue}{\left(1 + \left(t - t\right)\right)}\right)
\] |
distribute-rgt-in [=>]0.1 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \frac{1}{\sqrt{1 + y} + \sqrt{y}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \color{blue}{\left(1 \cdot \frac{1}{\sqrt{1 + t} + \sqrt{t}} + \left(t - t\right) \cdot \frac{1}{\sqrt{1 + t} + \sqrt{t}}\right)}\right)
\] |
+-inverses [=>]0.1 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \frac{1}{\sqrt{1 + y} + \sqrt{y}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(1 \cdot \frac{1}{\sqrt{1 + t} + \sqrt{t}} + \color{blue}{0} \cdot \frac{1}{\sqrt{1 + t} + \sqrt{t}}\right)\right)
\] |
+-inverses [<=]0.1 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \frac{1}{\sqrt{1 + y} + \sqrt{y}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \left(1 \cdot \frac{1}{\sqrt{1 + t} + \sqrt{t}} + \color{blue}{\left(z - z\right)} \cdot \frac{1}{\sqrt{1 + t} + \sqrt{t}}\right)\right)
\] |
distribute-rgt-out [=>]0.1 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \frac{1}{\sqrt{1 + y} + \sqrt{y}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \color{blue}{\frac{1}{\sqrt{1 + t} + \sqrt{t}} \cdot \left(1 + \left(z - z\right)\right)}\right)
\] |
+-commutative [=>]0.1 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \frac{1}{\sqrt{1 + y} + \sqrt{y}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \frac{1}{\sqrt{1 + t} + \sqrt{t}} \cdot \color{blue}{\left(\left(z - z\right) + 1\right)}\right)
\] |
+-inverses [=>]0.1 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \frac{1}{\sqrt{1 + y} + \sqrt{y}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \frac{1}{\sqrt{1 + t} + \sqrt{t}} \cdot \left(\color{blue}{0} + 1\right)\right)
\] |
metadata-eval [=>]0.1 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \frac{1}{\sqrt{1 + y} + \sqrt{y}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \frac{1}{\sqrt{1 + t} + \sqrt{t}} \cdot \color{blue}{1}\right)
\] |
*-rgt-identity [=>]0.1 | \[ \left(\sqrt{x + 1} - \left(\sqrt{x} - \frac{1}{\sqrt{1 + y} + \sqrt{y}}\right)\right) + \left(\frac{1}{\sqrt{1 + z} + \sqrt{z}} + \color{blue}{\frac{1}{\sqrt{1 + t} + \sqrt{t}}}\right)
\] |
Final simplification0.2
| Alternative 1 | |
|---|---|
| Error | 0.8 |
| Cost | 79556 |
| Alternative 2 | |
|---|---|
| Error | 0.6 |
| Cost | 66244 |
| Alternative 3 | |
|---|---|
| Error | 1.2 |
| Cost | 40004 |
| Alternative 4 | |
|---|---|
| Error | 1.8 |
| Cost | 39876 |
| Alternative 5 | |
|---|---|
| Error | 2.6 |
| Cost | 39748 |
| Alternative 6 | |
|---|---|
| Error | 2.5 |
| Cost | 39748 |
| Alternative 7 | |
|---|---|
| Error | 5.1 |
| Cost | 39620 |
| Alternative 8 | |
|---|---|
| Error | 5.3 |
| Cost | 33220 |
| Alternative 9 | |
|---|---|
| Error | 6.0 |
| Cost | 33092 |
| Alternative 10 | |
|---|---|
| Error | 9.6 |
| Cost | 32904 |
| Alternative 11 | |
|---|---|
| Error | 9.6 |
| Cost | 26696 |
| Alternative 12 | |
|---|---|
| Error | 9.5 |
| Cost | 26696 |
| Alternative 13 | |
|---|---|
| Error | 9.9 |
| Cost | 26568 |
| Alternative 14 | |
|---|---|
| Error | 10.7 |
| Cost | 20168 |
| Alternative 15 | |
|---|---|
| Error | 10.7 |
| Cost | 13640 |
| Alternative 16 | |
|---|---|
| Error | 10.2 |
| Cost | 13508 |
| Alternative 17 | |
|---|---|
| Error | 22.1 |
| Cost | 13384 |
| Alternative 18 | |
|---|---|
| Error | 24.4 |
| Cost | 13380 |
| Alternative 19 | |
|---|---|
| Error | 19.3 |
| Cost | 13380 |
| Alternative 20 | |
|---|---|
| Error | 41.2 |
| Cost | 13120 |
| Alternative 21 | |
|---|---|
| Error | 41.9 |
| Cost | 64 |
herbie shell --seed 2022364
(FPCore (x y z t)
:name "Main:z from "
:precision binary64
:herbie-target
(+ (+ (+ (/ 1.0 (+ (sqrt (+ x 1.0)) (sqrt x))) (/ 1.0 (+ (sqrt (+ y 1.0)) (sqrt y)))) (/ 1.0 (+ (sqrt (+ z 1.0)) (sqrt z)))) (- (sqrt (+ t 1.0)) (sqrt t)))
(+ (+ (+ (- (sqrt (+ x 1.0)) (sqrt x)) (- (sqrt (+ y 1.0)) (sqrt y))) (- (sqrt (+ z 1.0)) (sqrt z))) (- (sqrt (+ t 1.0)) (sqrt t))))