\frac{x}{x + y \cdot e^{2 \cdot \left(\frac{z \cdot \sqrt{t + a}}{t} - \left(b - c\right) \cdot \left(\left(a + \frac{5}{6}\right) - \frac{2}{t \cdot 3}\right)\right)}}\frac{x}{y \cdot e^{2 \cdot \left(\frac{\sqrt{t + a}}{t} \cdot z + \left(\left(a - \frac{\frac{2}{3}}{t}\right) + \frac{5}{6}\right) \cdot \left(c - b\right)\right)} + x}double f(double x, double y, double z, double t, double a, double b, double c) {
double r280918 = x;
double r280919 = y;
double r280920 = 2.0;
double r280921 = z;
double r280922 = t;
double r280923 = a;
double r280924 = r280922 + r280923;
double r280925 = sqrt(r280924);
double r280926 = r280921 * r280925;
double r280927 = r280926 / r280922;
double r280928 = b;
double r280929 = c;
double r280930 = r280928 - r280929;
double r280931 = 5.0;
double r280932 = 6.0;
double r280933 = r280931 / r280932;
double r280934 = r280923 + r280933;
double r280935 = 3.0;
double r280936 = r280922 * r280935;
double r280937 = r280920 / r280936;
double r280938 = r280934 - r280937;
double r280939 = r280930 * r280938;
double r280940 = r280927 - r280939;
double r280941 = r280920 * r280940;
double r280942 = exp(r280941);
double r280943 = r280919 * r280942;
double r280944 = r280918 + r280943;
double r280945 = r280918 / r280944;
return r280945;
}
double f(double x, double y, double z, double t, double a, double b, double c) {
double r280946 = x;
double r280947 = y;
double r280948 = 2.0;
double r280949 = t;
double r280950 = a;
double r280951 = r280949 + r280950;
double r280952 = sqrt(r280951);
double r280953 = r280952 / r280949;
double r280954 = z;
double r280955 = r280953 * r280954;
double r280956 = 3.0;
double r280957 = r280948 / r280956;
double r280958 = r280957 / r280949;
double r280959 = r280950 - r280958;
double r280960 = 5.0;
double r280961 = 6.0;
double r280962 = r280960 / r280961;
double r280963 = r280959 + r280962;
double r280964 = c;
double r280965 = b;
double r280966 = r280964 - r280965;
double r280967 = r280963 * r280966;
double r280968 = r280955 + r280967;
double r280969 = r280948 * r280968;
double r280970 = exp(r280969);
double r280971 = r280947 * r280970;
double r280972 = r280971 + r280946;
double r280973 = r280946 / r280972;
return r280973;
}




Bits error versus x




Bits error versus y




Bits error versus z




Bits error versus t




Bits error versus a




Bits error versus b




Bits error versus c
Results
| Original | 4.2 |
|---|---|
| Target | 3.0 |
| Herbie | 3.5 |
Initial program 4.2
Simplified3.5
Final simplification3.5
herbie shell --seed 2019196
(FPCore (x y z t a b c)
:name "Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, I"
:herbie-target
(if (< t -2.118326644891581e-50) (/ x (+ x (* y (exp (* 2.0 (- (+ (* a c) (* 0.8333333333333334 c)) (* a b))))))) (if (< t 5.196588770651547e-123) (/ x (+ x (* y (exp (* 2.0 (/ (- (* (* z (sqrt (+ t a))) (* (* 3.0 t) (- a (/ 5.0 6.0)))) (* (- (* (+ (/ 5.0 6.0) a) (* 3.0 t)) 2.0) (* (- a (/ 5.0 6.0)) (* (- b c) t)))) (* (* (* t t) 3.0) (- a (/ 5.0 6.0))))))))) (/ x (+ x (* y (exp (* 2.0 (- (/ (* z (sqrt (+ t a))) t) (* (- b c) (- (+ a (/ 5.0 6.0)) (/ 2.0 (* t 3.0))))))))))))
(/ x (+ x (* y (exp (* 2.0 (- (/ (* z (sqrt (+ t a))) t) (* (- b c) (- (+ a (/ 5.0 6.0)) (/ 2.0 (* t 3.0)))))))))))