| Alternative 1 | |
|---|---|
| Accuracy | 81.2% |
| Cost | 7442 |
(FPCore (a b) :precision binary64 (* (* (/ PI 2.0) (/ 1.0 (- (* b b) (* a a)))) (- (/ 1.0 a) (/ 1.0 b))))
(FPCore (a b) :precision binary64 (* PI (/ (/ 0.5 (+ b a)) (* b a))))
double code(double a, double b) {
return ((((double) M_PI) / 2.0) * (1.0 / ((b * b) - (a * a)))) * ((1.0 / a) - (1.0 / b));
}
double code(double a, double b) {
return ((double) M_PI) * ((0.5 / (b + a)) / (b * a));
}
public static double code(double a, double b) {
return ((Math.PI / 2.0) * (1.0 / ((b * b) - (a * a)))) * ((1.0 / a) - (1.0 / b));
}
public static double code(double a, double b) {
return Math.PI * ((0.5 / (b + a)) / (b * a));
}
def code(a, b): return ((math.pi / 2.0) * (1.0 / ((b * b) - (a * a)))) * ((1.0 / a) - (1.0 / b))
def code(a, b): return math.pi * ((0.5 / (b + a)) / (b * a))
function code(a, b) return Float64(Float64(Float64(pi / 2.0) * Float64(1.0 / Float64(Float64(b * b) - Float64(a * a)))) * Float64(Float64(1.0 / a) - Float64(1.0 / b))) end
function code(a, b) return Float64(pi * Float64(Float64(0.5 / Float64(b + a)) / Float64(b * a))) end
function tmp = code(a, b) tmp = ((pi / 2.0) * (1.0 / ((b * b) - (a * a)))) * ((1.0 / a) - (1.0 / b)); end
function tmp = code(a, b) tmp = pi * ((0.5 / (b + a)) / (b * a)); end
code[a_, b_] := N[(N[(N[(Pi / 2.0), $MachinePrecision] * N[(1.0 / N[(N[(b * b), $MachinePrecision] - N[(a * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[(1.0 / a), $MachinePrecision] - N[(1.0 / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
code[a_, b_] := N[(Pi * N[(N[(0.5 / N[(b + a), $MachinePrecision]), $MachinePrecision] / N[(b * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\left(\frac{\pi}{2} \cdot \frac{1}{b \cdot b - a \cdot a}\right) \cdot \left(\frac{1}{a} - \frac{1}{b}\right)
\pi \cdot \frac{\frac{0.5}{b + a}}{b \cdot a}
Results
Initial program 77.1%
Simplified77.1%
[Start]77.1 | \[ \left(\frac{\pi}{2} \cdot \frac{1}{b \cdot b - a \cdot a}\right) \cdot \left(\frac{1}{a} - \frac{1}{b}\right)
\] |
|---|---|
associate-*r/ [=>]77.1 | \[ \color{blue}{\frac{\frac{\pi}{2} \cdot 1}{b \cdot b - a \cdot a}} \cdot \left(\frac{1}{a} - \frac{1}{b}\right)
\] |
*-rgt-identity [=>]77.1 | \[ \frac{\color{blue}{\frac{\pi}{2}}}{b \cdot b - a \cdot a} \cdot \left(\frac{1}{a} - \frac{1}{b}\right)
\] |
sub-neg [=>]77.1 | \[ \frac{\frac{\pi}{2}}{b \cdot b - a \cdot a} \cdot \color{blue}{\left(\frac{1}{a} + \left(-\frac{1}{b}\right)\right)}
\] |
distribute-neg-frac [=>]77.1 | \[ \frac{\frac{\pi}{2}}{b \cdot b - a \cdot a} \cdot \left(\frac{1}{a} + \color{blue}{\frac{-1}{b}}\right)
\] |
metadata-eval [=>]77.1 | \[ \frac{\frac{\pi}{2}}{b \cdot b - a \cdot a} \cdot \left(\frac{1}{a} + \frac{\color{blue}{-1}}{b}\right)
\] |
Applied egg-rr85.0%
[Start]77.1 | \[ \frac{\frac{\pi}{2}}{b \cdot b - a \cdot a} \cdot \left(\frac{1}{a} + \frac{-1}{b}\right)
\] |
|---|---|
*-commutative [=>]77.1 | \[ \color{blue}{\left(\frac{1}{a} + \frac{-1}{b}\right) \cdot \frac{\frac{\pi}{2}}{b \cdot b - a \cdot a}}
\] |
frac-2neg [=>]77.1 | \[ \left(\frac{1}{a} + \frac{-1}{b}\right) \cdot \color{blue}{\frac{-\frac{\pi}{2}}{-\left(b \cdot b - a \cdot a\right)}}
\] |
associate-*r/ [=>]77.1 | \[ \color{blue}{\frac{\left(\frac{1}{a} + \frac{-1}{b}\right) \cdot \left(-\frac{\pi}{2}\right)}{-\left(b \cdot b - a \cdot a\right)}}
\] |
div-inv [=>]77.1 | \[ \frac{\left(\frac{1}{a} + \frac{-1}{b}\right) \cdot \left(-\color{blue}{\pi \cdot \frac{1}{2}}\right)}{-\left(b \cdot b - a \cdot a\right)}
\] |
distribute-rgt-neg-in [=>]77.1 | \[ \frac{\left(\frac{1}{a} + \frac{-1}{b}\right) \cdot \color{blue}{\left(\pi \cdot \left(-\frac{1}{2}\right)\right)}}{-\left(b \cdot b - a \cdot a\right)}
\] |
metadata-eval [=>]77.1 | \[ \frac{\left(\frac{1}{a} + \frac{-1}{b}\right) \cdot \left(\pi \cdot \left(-\color{blue}{0.5}\right)\right)}{-\left(b \cdot b - a \cdot a\right)}
\] |
metadata-eval [=>]77.1 | \[ \frac{\left(\frac{1}{a} + \frac{-1}{b}\right) \cdot \left(\pi \cdot \color{blue}{-0.5}\right)}{-\left(b \cdot b - a \cdot a\right)}
\] |
difference-of-squares [=>]85.0 | \[ \frac{\left(\frac{1}{a} + \frac{-1}{b}\right) \cdot \left(\pi \cdot -0.5\right)}{-\color{blue}{\left(b + a\right) \cdot \left(b - a\right)}}
\] |
distribute-lft-neg-in [=>]85.0 | \[ \frac{\left(\frac{1}{a} + \frac{-1}{b}\right) \cdot \left(\pi \cdot -0.5\right)}{\color{blue}{\left(-\left(b + a\right)\right) \cdot \left(b - a\right)}}
\] |
Simplified99.6%
[Start]85.0 | \[ \frac{\left(\frac{1}{a} + \frac{-1}{b}\right) \cdot \left(\pi \cdot -0.5\right)}{\left(-\left(b + a\right)\right) \cdot \left(b - a\right)}
\] |
|---|---|
*-commutative [=>]85.0 | \[ \frac{\color{blue}{\left(\pi \cdot -0.5\right) \cdot \left(\frac{1}{a} + \frac{-1}{b}\right)}}{\left(-\left(b + a\right)\right) \cdot \left(b - a\right)}
\] |
times-frac [=>]99.6 | \[ \color{blue}{\frac{\pi \cdot -0.5}{-\left(b + a\right)} \cdot \frac{\frac{1}{a} + \frac{-1}{b}}{b - a}}
\] |
+-commutative [=>]99.6 | \[ \frac{\pi \cdot -0.5}{-\color{blue}{\left(a + b\right)}} \cdot \frac{\frac{1}{a} + \frac{-1}{b}}{b - a}
\] |
Applied egg-rr98.8%
[Start]99.6 | \[ \frac{\pi \cdot -0.5}{-\left(a + b\right)} \cdot \frac{\frac{1}{a} + \frac{-1}{b}}{b - a}
\] |
|---|---|
clear-num [=>]99.5 | \[ \color{blue}{\frac{1}{\frac{-\left(a + b\right)}{\pi \cdot -0.5}}} \cdot \frac{\frac{1}{a} + \frac{-1}{b}}{b - a}
\] |
clear-num [=>]99.5 | \[ \frac{1}{\frac{-\left(a + b\right)}{\pi \cdot -0.5}} \cdot \color{blue}{\frac{1}{\frac{b - a}{\frac{1}{a} + \frac{-1}{b}}}}
\] |
frac-times [=>]98.7 | \[ \color{blue}{\frac{1 \cdot 1}{\frac{-\left(a + b\right)}{\pi \cdot -0.5} \cdot \frac{b - a}{\frac{1}{a} + \frac{-1}{b}}}}
\] |
metadata-eval [=>]98.7 | \[ \frac{\color{blue}{1}}{\frac{-\left(a + b\right)}{\pi \cdot -0.5} \cdot \frac{b - a}{\frac{1}{a} + \frac{-1}{b}}}
\] |
neg-mul-1 [=>]98.7 | \[ \frac{1}{\frac{\color{blue}{-1 \cdot \left(a + b\right)}}{\pi \cdot -0.5} \cdot \frac{b - a}{\frac{1}{a} + \frac{-1}{b}}}
\] |
*-commutative [=>]98.7 | \[ \frac{1}{\frac{-1 \cdot \left(a + b\right)}{\color{blue}{-0.5 \cdot \pi}} \cdot \frac{b - a}{\frac{1}{a} + \frac{-1}{b}}}
\] |
times-frac [=>]98.7 | \[ \frac{1}{\color{blue}{\left(\frac{-1}{-0.5} \cdot \frac{a + b}{\pi}\right)} \cdot \frac{b - a}{\frac{1}{a} + \frac{-1}{b}}}
\] |
metadata-eval [=>]98.7 | \[ \frac{1}{\left(\color{blue}{2} \cdot \frac{a + b}{\pi}\right) \cdot \frac{b - a}{\frac{1}{a} + \frac{-1}{b}}}
\] |
frac-add [=>]98.8 | \[ \frac{1}{\left(2 \cdot \frac{a + b}{\pi}\right) \cdot \frac{b - a}{\color{blue}{\frac{1 \cdot b + a \cdot -1}{a \cdot b}}}}
\] |
associate-/r/ [=>]98.8 | \[ \frac{1}{\left(2 \cdot \frac{a + b}{\pi}\right) \cdot \color{blue}{\left(\frac{b - a}{1 \cdot b + a \cdot -1} \cdot \left(a \cdot b\right)\right)}}
\] |
*-commutative [=>]98.8 | \[ \frac{1}{\left(2 \cdot \frac{a + b}{\pi}\right) \cdot \left(\frac{b - a}{1 \cdot b + \color{blue}{-1 \cdot a}} \cdot \left(a \cdot b\right)\right)}
\] |
neg-mul-1 [<=]98.8 | \[ \frac{1}{\left(2 \cdot \frac{a + b}{\pi}\right) \cdot \left(\frac{b - a}{1 \cdot b + \color{blue}{\left(-a\right)}} \cdot \left(a \cdot b\right)\right)}
\] |
*-un-lft-identity [<=]98.8 | \[ \frac{1}{\left(2 \cdot \frac{a + b}{\pi}\right) \cdot \left(\frac{b - a}{\color{blue}{b} + \left(-a\right)} \cdot \left(a \cdot b\right)\right)}
\] |
sub-neg [<=]98.8 | \[ \frac{1}{\left(2 \cdot \frac{a + b}{\pi}\right) \cdot \left(\frac{b - a}{\color{blue}{b - a}} \cdot \left(a \cdot b\right)\right)}
\] |
Simplified99.5%
[Start]98.8 | \[ \frac{1}{\left(2 \cdot \frac{a + b}{\pi}\right) \cdot \left(\frac{b - a}{b - a} \cdot \left(a \cdot b\right)\right)}
\] |
|---|---|
associate-/r* [=>]99.5 | \[ \color{blue}{\frac{\frac{1}{2 \cdot \frac{a + b}{\pi}}}{\frac{b - a}{b - a} \cdot \left(a \cdot b\right)}}
\] |
associate-/r* [=>]99.5 | \[ \frac{\color{blue}{\frac{\frac{1}{2}}{\frac{a + b}{\pi}}}}{\frac{b - a}{b - a} \cdot \left(a \cdot b\right)}
\] |
metadata-eval [=>]99.5 | \[ \frac{\frac{\color{blue}{0.5}}{\frac{a + b}{\pi}}}{\frac{b - a}{b - a} \cdot \left(a \cdot b\right)}
\] |
associate-/l* [<=]99.6 | \[ \frac{\color{blue}{\frac{0.5 \cdot \pi}{a + b}}}{\frac{b - a}{b - a} \cdot \left(a \cdot b\right)}
\] |
*-commutative [<=]99.6 | \[ \frac{\frac{\color{blue}{\pi \cdot 0.5}}{a + b}}{\frac{b - a}{b - a} \cdot \left(a \cdot b\right)}
\] |
*-rgt-identity [<=]99.6 | \[ \frac{\frac{\color{blue}{\left(\pi \cdot 0.5\right) \cdot 1}}{a + b}}{\frac{b - a}{b - a} \cdot \left(a \cdot b\right)}
\] |
associate-*r/ [<=]99.5 | \[ \frac{\color{blue}{\left(\pi \cdot 0.5\right) \cdot \frac{1}{a + b}}}{\frac{b - a}{b - a} \cdot \left(a \cdot b\right)}
\] |
associate-*l* [=>]99.5 | \[ \frac{\color{blue}{\pi \cdot \left(0.5 \cdot \frac{1}{a + b}\right)}}{\frac{b - a}{b - a} \cdot \left(a \cdot b\right)}
\] |
*-inverses [=>]99.5 | \[ \frac{\pi \cdot \left(0.5 \cdot \frac{1}{a + b}\right)}{\color{blue}{1} \cdot \left(a \cdot b\right)}
\] |
times-frac [=>]99.5 | \[ \color{blue}{\frac{\pi}{1} \cdot \frac{0.5 \cdot \frac{1}{a + b}}{a \cdot b}}
\] |
/-rgt-identity [=>]99.5 | \[ \color{blue}{\pi} \cdot \frac{0.5 \cdot \frac{1}{a + b}}{a \cdot b}
\] |
associate-*r/ [=>]99.5 | \[ \pi \cdot \frac{\color{blue}{\frac{0.5 \cdot 1}{a + b}}}{a \cdot b}
\] |
metadata-eval [=>]99.5 | \[ \pi \cdot \frac{\frac{\color{blue}{0.5}}{a + b}}{a \cdot b}
\] |
+-commutative [=>]99.5 | \[ \pi \cdot \frac{\frac{0.5}{\color{blue}{b + a}}}{a \cdot b}
\] |
*-commutative [=>]99.5 | \[ \pi \cdot \frac{\frac{0.5}{b + a}}{\color{blue}{b \cdot a}}
\] |
Final simplification99.5%
| Alternative 1 | |
|---|---|
| Accuracy | 81.2% |
| Cost | 7442 |
| Alternative 2 | |
|---|---|
| Accuracy | 88.4% |
| Cost | 7442 |
| Alternative 3 | |
|---|---|
| Accuracy | 88.4% |
| Cost | 7440 |
| Alternative 4 | |
|---|---|
| Accuracy | 88.4% |
| Cost | 7440 |
| Alternative 5 | |
|---|---|
| Accuracy | 88.4% |
| Cost | 7440 |
| Alternative 6 | |
|---|---|
| Accuracy | 88.1% |
| Cost | 7440 |
| Alternative 7 | |
|---|---|
| Accuracy | 88.1% |
| Cost | 7440 |
| Alternative 8 | |
|---|---|
| Accuracy | 88.4% |
| Cost | 7440 |
| Alternative 9 | |
|---|---|
| Accuracy | 88.4% |
| Cost | 7440 |
| Alternative 10 | |
|---|---|
| Accuracy | 88.4% |
| Cost | 7440 |
| Alternative 11 | |
|---|---|
| Accuracy | 53.0% |
| Cost | 6912 |
herbie shell --seed 2023136
(FPCore (a b)
:name "NMSE Section 6.1 mentioned, B"
:precision binary64
(* (* (/ PI 2.0) (/ 1.0 (- (* b b) (* a a)))) (- (/ 1.0 a) (/ 1.0 b))))