| Alternative 1 | |
|---|---|
| Accuracy | 99.8% |
| Cost | 2244 |

(FPCore (x) :precision binary64 (- (/ x (+ x 1.0)) (/ (+ x 1.0) (- x 1.0))))
(FPCore (x) :precision binary64 (if (<= (- (/ x (+ x 1.0)) (/ (+ x 1.0) (+ x -1.0))) 0.0001) (+ (/ (/ (+ -3.0 (/ -1.0 x)) x) (* x x)) (- (/ -1.0 (* x x)) (/ 3.0 x))) (/ (- (/ (+ x -1.0) (+ x 1.0)) (/ (+ x 1.0) x)) (+ 1.0 (/ -1.0 x)))))
double code(double x) {
return (x / (x + 1.0)) - ((x + 1.0) / (x - 1.0));
}
double code(double x) {
double tmp;
if (((x / (x + 1.0)) - ((x + 1.0) / (x + -1.0))) <= 0.0001) {
tmp = (((-3.0 + (-1.0 / x)) / x) / (x * x)) + ((-1.0 / (x * x)) - (3.0 / x));
} else {
tmp = (((x + -1.0) / (x + 1.0)) - ((x + 1.0) / x)) / (1.0 + (-1.0 / x));
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
code = (x / (x + 1.0d0)) - ((x + 1.0d0) / (x - 1.0d0))
end function
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: tmp
if (((x / (x + 1.0d0)) - ((x + 1.0d0) / (x + (-1.0d0)))) <= 0.0001d0) then
tmp = ((((-3.0d0) + ((-1.0d0) / x)) / x) / (x * x)) + (((-1.0d0) / (x * x)) - (3.0d0 / x))
else
tmp = (((x + (-1.0d0)) / (x + 1.0d0)) - ((x + 1.0d0) / x)) / (1.0d0 + ((-1.0d0) / x))
end if
code = tmp
end function
public static double code(double x) {
return (x / (x + 1.0)) - ((x + 1.0) / (x - 1.0));
}
public static double code(double x) {
double tmp;
if (((x / (x + 1.0)) - ((x + 1.0) / (x + -1.0))) <= 0.0001) {
tmp = (((-3.0 + (-1.0 / x)) / x) / (x * x)) + ((-1.0 / (x * x)) - (3.0 / x));
} else {
tmp = (((x + -1.0) / (x + 1.0)) - ((x + 1.0) / x)) / (1.0 + (-1.0 / x));
}
return tmp;
}
def code(x): return (x / (x + 1.0)) - ((x + 1.0) / (x - 1.0))
def code(x): tmp = 0 if ((x / (x + 1.0)) - ((x + 1.0) / (x + -1.0))) <= 0.0001: tmp = (((-3.0 + (-1.0 / x)) / x) / (x * x)) + ((-1.0 / (x * x)) - (3.0 / x)) else: tmp = (((x + -1.0) / (x + 1.0)) - ((x + 1.0) / x)) / (1.0 + (-1.0 / x)) return tmp
function code(x) return Float64(Float64(x / Float64(x + 1.0)) - Float64(Float64(x + 1.0) / Float64(x - 1.0))) end
function code(x) tmp = 0.0 if (Float64(Float64(x / Float64(x + 1.0)) - Float64(Float64(x + 1.0) / Float64(x + -1.0))) <= 0.0001) tmp = Float64(Float64(Float64(Float64(-3.0 + Float64(-1.0 / x)) / x) / Float64(x * x)) + Float64(Float64(-1.0 / Float64(x * x)) - Float64(3.0 / x))); else tmp = Float64(Float64(Float64(Float64(x + -1.0) / Float64(x + 1.0)) - Float64(Float64(x + 1.0) / x)) / Float64(1.0 + Float64(-1.0 / x))); end return tmp end
function tmp = code(x) tmp = (x / (x + 1.0)) - ((x + 1.0) / (x - 1.0)); end
function tmp_2 = code(x) tmp = 0.0; if (((x / (x + 1.0)) - ((x + 1.0) / (x + -1.0))) <= 0.0001) tmp = (((-3.0 + (-1.0 / x)) / x) / (x * x)) + ((-1.0 / (x * x)) - (3.0 / x)); else tmp = (((x + -1.0) / (x + 1.0)) - ((x + 1.0) / x)) / (1.0 + (-1.0 / x)); end tmp_2 = tmp; end
code[x_] := N[(N[(x / N[(x + 1.0), $MachinePrecision]), $MachinePrecision] - N[(N[(x + 1.0), $MachinePrecision] / N[(x - 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
code[x_] := If[LessEqual[N[(N[(x / N[(x + 1.0), $MachinePrecision]), $MachinePrecision] - N[(N[(x + 1.0), $MachinePrecision] / N[(x + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 0.0001], N[(N[(N[(N[(-3.0 + N[(-1.0 / x), $MachinePrecision]), $MachinePrecision] / x), $MachinePrecision] / N[(x * x), $MachinePrecision]), $MachinePrecision] + N[(N[(-1.0 / N[(x * x), $MachinePrecision]), $MachinePrecision] - N[(3.0 / x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(N[(x + -1.0), $MachinePrecision] / N[(x + 1.0), $MachinePrecision]), $MachinePrecision] - N[(N[(x + 1.0), $MachinePrecision] / x), $MachinePrecision]), $MachinePrecision] / N[(1.0 + N[(-1.0 / x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\frac{x}{x + 1} - \frac{x + 1}{x - 1}
\begin{array}{l}
\mathbf{if}\;\frac{x}{x + 1} - \frac{x + 1}{x + -1} \leq 0.0001:\\
\;\;\;\;\frac{\frac{-3 + \frac{-1}{x}}{x}}{x \cdot x} + \left(\frac{-1}{x \cdot x} - \frac{3}{x}\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{x + -1}{x + 1} - \frac{x + 1}{x}}{1 + \frac{-1}{x}}\\
\end{array}
Herbie found 10 alternatives:
| Alternative | Accuracy | Speedup |
|---|
Results
if (-.f64 (/.f64 x (+.f64 x 1)) (/.f64 (+.f64 x 1) (-.f64 x 1))) < 1.00000000000000005e-4Initial program 7.4%
Applied egg-rr7.4%
[Start]7.4% | \[ \frac{x}{x + 1} - \frac{x + 1}{x - 1}
\] |
|---|---|
clear-num [=>]7.4% | \[ \color{blue}{\frac{1}{\frac{x + 1}{x}}} - \frac{x + 1}{x - 1}
\] |
clear-num [=>]7.4% | \[ \frac{1}{\frac{x + 1}{x}} - \color{blue}{\frac{1}{\frac{x - 1}{x + 1}}}
\] |
frac-sub [=>]7.4% | \[ \color{blue}{\frac{1 \cdot \frac{x - 1}{x + 1} - \frac{x + 1}{x} \cdot 1}{\frac{x + 1}{x} \cdot \frac{x - 1}{x + 1}}}
\] |
*-un-lft-identity [<=]7.4% | \[ \frac{\color{blue}{\frac{x - 1}{x + 1}} - \frac{x + 1}{x} \cdot 1}{\frac{x + 1}{x} \cdot \frac{x - 1}{x + 1}}
\] |
sub-neg [=>]7.4% | \[ \frac{\frac{\color{blue}{x + \left(-1\right)}}{x + 1} - \frac{x + 1}{x} \cdot 1}{\frac{x + 1}{x} \cdot \frac{x - 1}{x + 1}}
\] |
metadata-eval [=>]7.4% | \[ \frac{\frac{x + \color{blue}{-1}}{x + 1} - \frac{x + 1}{x} \cdot 1}{\frac{x + 1}{x} \cdot \frac{x - 1}{x + 1}}
\] |
sub-neg [=>]7.4% | \[ \frac{\frac{x + -1}{x + 1} - \frac{x + 1}{x} \cdot 1}{\frac{x + 1}{x} \cdot \frac{\color{blue}{x + \left(-1\right)}}{x + 1}}
\] |
metadata-eval [=>]7.4% | \[ \frac{\frac{x + -1}{x + 1} - \frac{x + 1}{x} \cdot 1}{\frac{x + 1}{x} \cdot \frac{x + \color{blue}{-1}}{x + 1}}
\] |
Taylor expanded in x around 0 7.4%
Taylor expanded in x around inf 99.6%
Simplified100.0%
[Start]99.6% | \[ -\left(\frac{1}{{x}^{4}} + \left(\frac{1}{{x}^{2}} + \left(3 \cdot \frac{1}{{x}^{3}} + 3 \cdot \frac{1}{x}\right)\right)\right)
\] |
|---|---|
distribute-neg-in [=>]99.6% | \[ \color{blue}{\left(-\frac{1}{{x}^{4}}\right) + \left(-\left(\frac{1}{{x}^{2}} + \left(3 \cdot \frac{1}{{x}^{3}} + 3 \cdot \frac{1}{x}\right)\right)\right)}
\] |
distribute-neg-frac [=>]99.6% | \[ \color{blue}{\frac{-1}{{x}^{4}}} + \left(-\left(\frac{1}{{x}^{2}} + \left(3 \cdot \frac{1}{{x}^{3}} + 3 \cdot \frac{1}{x}\right)\right)\right)
\] |
metadata-eval [=>]99.6% | \[ \frac{\color{blue}{-1}}{{x}^{4}} + \left(-\left(\frac{1}{{x}^{2}} + \left(3 \cdot \frac{1}{{x}^{3}} + 3 \cdot \frac{1}{x}\right)\right)\right)
\] |
associate-+r+ [=>]99.6% | \[ \frac{-1}{{x}^{4}} + \left(-\color{blue}{\left(\left(\frac{1}{{x}^{2}} + 3 \cdot \frac{1}{{x}^{3}}\right) + 3 \cdot \frac{1}{x}\right)}\right)
\] |
+-commutative [<=]99.6% | \[ \frac{-1}{{x}^{4}} + \left(-\color{blue}{\left(3 \cdot \frac{1}{x} + \left(\frac{1}{{x}^{2}} + 3 \cdot \frac{1}{{x}^{3}}\right)\right)}\right)
\] |
associate-+r+ [=>]99.6% | \[ \frac{-1}{{x}^{4}} + \left(-\color{blue}{\left(\left(3 \cdot \frac{1}{x} + \frac{1}{{x}^{2}}\right) + 3 \cdot \frac{1}{{x}^{3}}\right)}\right)
\] |
+-commutative [<=]99.6% | \[ \frac{-1}{{x}^{4}} + \left(-\left(\color{blue}{\left(\frac{1}{{x}^{2}} + 3 \cdot \frac{1}{x}\right)} + 3 \cdot \frac{1}{{x}^{3}}\right)\right)
\] |
associate-*r/ [=>]99.6% | \[ \frac{-1}{{x}^{4}} + \left(-\left(\left(\frac{1}{{x}^{2}} + 3 \cdot \frac{1}{x}\right) + \color{blue}{\frac{3 \cdot 1}{{x}^{3}}}\right)\right)
\] |
metadata-eval [=>]99.6% | \[ \frac{-1}{{x}^{4}} + \left(-\left(\left(\frac{1}{{x}^{2}} + 3 \cdot \frac{1}{x}\right) + \frac{\color{blue}{3}}{{x}^{3}}\right)\right)
\] |
+-commutative [<=]99.6% | \[ \frac{-1}{{x}^{4}} + \left(-\color{blue}{\left(\frac{3}{{x}^{3}} + \left(\frac{1}{{x}^{2}} + 3 \cdot \frac{1}{x}\right)\right)}\right)
\] |
distribute-neg-in [=>]99.6% | \[ \frac{-1}{{x}^{4}} + \color{blue}{\left(\left(-\frac{3}{{x}^{3}}\right) + \left(-\left(\frac{1}{{x}^{2}} + 3 \cdot \frac{1}{x}\right)\right)\right)}
\] |
Taylor expanded in x around 0 99.6%
Simplified100.0%
[Start]99.6% | \[ \frac{\frac{-3 + \frac{-1}{x}}{x}}{x \cdot x} + \left(-\left(\frac{1}{{x}^{2}} + 3 \cdot \frac{1}{x}\right)\right)
\] |
|---|---|
unpow2 [=>]99.6% | \[ \frac{\frac{-3 + \frac{-1}{x}}{x}}{x \cdot x} + \left(-\left(\frac{1}{\color{blue}{x \cdot x}} + 3 \cdot \frac{1}{x}\right)\right)
\] |
associate-*r/ [=>]100.0% | \[ \frac{\frac{-3 + \frac{-1}{x}}{x}}{x \cdot x} + \left(-\left(\frac{1}{x \cdot x} + \color{blue}{\frac{3 \cdot 1}{x}}\right)\right)
\] |
metadata-eval [=>]100.0% | \[ \frac{\frac{-3 + \frac{-1}{x}}{x}}{x \cdot x} + \left(-\left(\frac{1}{x \cdot x} + \frac{\color{blue}{3}}{x}\right)\right)
\] |
if 1.00000000000000005e-4 < (-.f64 (/.f64 x (+.f64 x 1)) (/.f64 (+.f64 x 1) (-.f64 x 1))) Initial program 99.9%
Applied egg-rr99.9%
[Start]99.9% | \[ \frac{x}{x + 1} - \frac{x + 1}{x - 1}
\] |
|---|---|
clear-num [=>]99.9% | \[ \color{blue}{\frac{1}{\frac{x + 1}{x}}} - \frac{x + 1}{x - 1}
\] |
clear-num [=>]99.9% | \[ \frac{1}{\frac{x + 1}{x}} - \color{blue}{\frac{1}{\frac{x - 1}{x + 1}}}
\] |
frac-sub [=>]99.9% | \[ \color{blue}{\frac{1 \cdot \frac{x - 1}{x + 1} - \frac{x + 1}{x} \cdot 1}{\frac{x + 1}{x} \cdot \frac{x - 1}{x + 1}}}
\] |
*-un-lft-identity [<=]99.9% | \[ \frac{\color{blue}{\frac{x - 1}{x + 1}} - \frac{x + 1}{x} \cdot 1}{\frac{x + 1}{x} \cdot \frac{x - 1}{x + 1}}
\] |
sub-neg [=>]99.9% | \[ \frac{\frac{\color{blue}{x + \left(-1\right)}}{x + 1} - \frac{x + 1}{x} \cdot 1}{\frac{x + 1}{x} \cdot \frac{x - 1}{x + 1}}
\] |
metadata-eval [=>]99.9% | \[ \frac{\frac{x + \color{blue}{-1}}{x + 1} - \frac{x + 1}{x} \cdot 1}{\frac{x + 1}{x} \cdot \frac{x - 1}{x + 1}}
\] |
sub-neg [=>]99.9% | \[ \frac{\frac{x + -1}{x + 1} - \frac{x + 1}{x} \cdot 1}{\frac{x + 1}{x} \cdot \frac{\color{blue}{x + \left(-1\right)}}{x + 1}}
\] |
metadata-eval [=>]99.9% | \[ \frac{\frac{x + -1}{x + 1} - \frac{x + 1}{x} \cdot 1}{\frac{x + 1}{x} \cdot \frac{x + \color{blue}{-1}}{x + 1}}
\] |
Taylor expanded in x around 0 100.0%
Applied egg-rr100.0%
[Start]100.0% | \[ \frac{\frac{x + -1}{x + 1} - \frac{x + 1}{x} \cdot 1}{1 - \frac{1}{x}}
\] |
|---|---|
div-sub [=>]100.0% | \[ \color{blue}{\frac{\frac{x + -1}{x + 1}}{1 - \frac{1}{x}} - \frac{\frac{x + 1}{x} \cdot 1}{1 - \frac{1}{x}}}
\] |
+-commutative [=>]100.0% | \[ \frac{\frac{\color{blue}{-1 + x}}{x + 1}}{1 - \frac{1}{x}} - \frac{\frac{x + 1}{x} \cdot 1}{1 - \frac{1}{x}}
\] |
*-rgt-identity [=>]100.0% | \[ \frac{\frac{-1 + x}{x + 1}}{1 - \frac{1}{x}} - \frac{\color{blue}{\frac{x + 1}{x}}}{1 - \frac{1}{x}}
\] |
Simplified100.0%
[Start]100.0% | \[ \frac{\frac{-1 + x}{x + 1}}{1 - \frac{1}{x}} - \frac{\frac{x + 1}{x}}{1 - \frac{1}{x}}
\] |
|---|---|
div-sub [<=]100.0% | \[ \color{blue}{\frac{\frac{-1 + x}{x + 1} - \frac{x + 1}{x}}{1 - \frac{1}{x}}}
\] |
+-commutative [=>]100.0% | \[ \frac{\frac{\color{blue}{x + -1}}{x + 1} - \frac{x + 1}{x}}{1 - \frac{1}{x}}
\] |
sub-neg [=>]100.0% | \[ \frac{\frac{x + -1}{x + 1} - \frac{x + 1}{x}}{\color{blue}{1 + \left(-\frac{1}{x}\right)}}
\] |
distribute-neg-frac [=>]100.0% | \[ \frac{\frac{x + -1}{x + 1} - \frac{x + 1}{x}}{1 + \color{blue}{\frac{-1}{x}}}
\] |
metadata-eval [=>]100.0% | \[ \frac{\frac{x + -1}{x + 1} - \frac{x + 1}{x}}{1 + \frac{\color{blue}{-1}}{x}}
\] |
Final simplification100.0%
| Alternative 1 | |
|---|---|
| Accuracy | 99.8% |
| Cost | 2244 |
| Alternative 2 | |
|---|---|
| Accuracy | 99.8% |
| Cost | 2116 |
| Alternative 3 | |
|---|---|
| Accuracy | 99.8% |
| Cost | 2116 |
| Alternative 4 | |
|---|---|
| Accuracy | 99.7% |
| Cost | 1860 |
| Alternative 5 | |
|---|---|
| Accuracy | 99.7% |
| Cost | 1860 |
| Alternative 6 | |
|---|---|
| Accuracy | 99.4% |
| Cost | 1732 |
| Alternative 7 | |
|---|---|
| Accuracy | 99.0% |
| Cost | 713 |
| Alternative 8 | |
|---|---|
| Accuracy | 98.5% |
| Cost | 584 |
| Alternative 9 | |
|---|---|
| Accuracy | 98.0% |
| Cost | 456 |
| Alternative 10 | |
|---|---|
| Accuracy | 50.6% |
| Cost | 64 |
herbie shell --seed 2023165
(FPCore (x)
:name "Asymptote C"
:precision binary64
(- (/ x (+ x 1.0)) (/ (+ x 1.0) (- x 1.0))))