\left(J \cdot \left(e^{\ell} - e^{-\ell}\right)\right) \cdot \cos \left(\frac{K}{2}\right) + U\left(J \cdot \left(0.3333333333333333 \cdot {\ell}^{3} + \ell \cdot 2\right)\right) \cdot \cos \left(\frac{K}{2}\right) + U(FPCore (J l K U) :precision binary64 (+ (* (* J (- (exp l) (exp (- l)))) (cos (/ K 2.0))) U))
(FPCore (J l K U) :precision binary64 (+ (* (* J (+ (* 0.3333333333333333 (pow l 3.0)) (* l 2.0))) (cos (/ K 2.0))) U))
double code(double J, double l, double K, double U) {
return ((J * (exp(l) - exp(-l))) * cos(K / 2.0)) + U;
}
double code(double J, double l, double K, double U) {
return ((J * ((0.3333333333333333 * pow(l, 3.0)) + (l * 2.0))) * cos(K / 2.0)) + U;
}



Bits error versus J



Bits error versus l



Bits error versus K



Bits error versus U
Results
Initial program 16.8
Taylor expanded around 0 0.4
Final simplification0.4
herbie shell --seed 2021044
(FPCore (J l K U)
:name "Maksimov and Kolovsky, Equation (4)"
:precision binary64
(+ (* (* J (- (exp l) (exp (- l)))) (cos (/ K 2.0))) U))