R \cdot \left(2 \cdot \tan^{-1}_* \frac{\sqrt{{\sin \left(\frac{\phi_1 - \phi_2}{2}\right)}^{2} + \left(\left(\cos \phi_1 \cdot \cos \phi_2\right) \cdot \sin \left(\frac{\lambda_1 - \lambda_2}{2}\right)\right) \cdot \sin \left(\frac{\lambda_1 - \lambda_2}{2}\right)}}{\sqrt{1 - \left({\sin \left(\frac{\phi_1 - \phi_2}{2}\right)}^{2} + \left(\left(\cos \phi_1 \cdot \cos \phi_2\right) \cdot \sin \left(\frac{\lambda_1 - \lambda_2}{2}\right)\right) \cdot \sin \left(\frac{\lambda_1 - \lambda_2}{2}\right)\right)}}\right)R \cdot \left(2 \cdot \tan^{-1}_* \frac{\sqrt{{\sin \left(\frac{\phi_1 - \phi_2}{2}\right)}^{2} + \sin \left(\frac{\lambda_1 - \lambda_2}{2}\right) \cdot \left(\sin \left(\frac{\lambda_1 - \lambda_2}{2}\right) \cdot \left(\cos \phi_1 \cdot \cos \phi_2\right)\right)}}{\sqrt{1 - \left({\sin \left(\frac{\phi_1 - \phi_2}{2}\right)}^{2} + \left(\sin \left(\frac{\lambda_1 - \lambda_2}{2}\right) \cdot \left(\cos \phi_1 \cdot \cos \phi_2\right)\right) \cdot \sqrt[3]{{\left(\sqrt[3]{\sin \left(\frac{\lambda_1 - \lambda_2}{2}\right)} \cdot {\left(\sqrt[3]{\sin \left(\frac{\lambda_1}{2}\right) \cdot \cos \left(\frac{\lambda_2}{2}\right) - \cos \left(\frac{\lambda_1}{2}\right) \cdot \sin \left(\frac{\lambda_2}{2}\right)}\right)}^{2}\right)}^{3}}\right)}}\right)(FPCore (R lambda1 lambda2 phi1 phi2)
:precision binary64
(*
R
(*
2.0
(atan2
(sqrt
(+
(pow (sin (/ (- phi1 phi2) 2.0)) 2.0)
(*
(* (* (cos phi1) (cos phi2)) (sin (/ (- lambda1 lambda2) 2.0)))
(sin (/ (- lambda1 lambda2) 2.0)))))
(sqrt
(-
1.0
(+
(pow (sin (/ (- phi1 phi2) 2.0)) 2.0)
(*
(* (* (cos phi1) (cos phi2)) (sin (/ (- lambda1 lambda2) 2.0)))
(sin (/ (- lambda1 lambda2) 2.0))))))))))(FPCore (R lambda1 lambda2 phi1 phi2)
:precision binary64
(*
R
(*
2.0
(atan2
(sqrt
(+
(pow (sin (/ (- phi1 phi2) 2.0)) 2.0)
(*
(sin (/ (- lambda1 lambda2) 2.0))
(* (sin (/ (- lambda1 lambda2) 2.0)) (* (cos phi1) (cos phi2))))))
(sqrt
(-
1.0
(+
(pow (sin (/ (- phi1 phi2) 2.0)) 2.0)
(*
(* (sin (/ (- lambda1 lambda2) 2.0)) (* (cos phi1) (cos phi2)))
(cbrt
(pow
(*
(cbrt (sin (/ (- lambda1 lambda2) 2.0)))
(pow
(cbrt
(-
(* (sin (/ lambda1 2.0)) (cos (/ lambda2 2.0)))
(* (cos (/ lambda1 2.0)) (sin (/ lambda2 2.0)))))
2.0))
3.0))))))))))double code(double R, double lambda1, double lambda2, double phi1, double phi2) {
return R * (2.0 * atan2(sqrt(pow(sin((phi1 - phi2) / 2.0), 2.0) + (((cos(phi1) * cos(phi2)) * sin((lambda1 - lambda2) / 2.0)) * sin((lambda1 - lambda2) / 2.0))), sqrt(1.0 - (pow(sin((phi1 - phi2) / 2.0), 2.0) + (((cos(phi1) * cos(phi2)) * sin((lambda1 - lambda2) / 2.0)) * sin((lambda1 - lambda2) / 2.0))))));
}
double code(double R, double lambda1, double lambda2, double phi1, double phi2) {
return R * (2.0 * atan2(sqrt(pow(sin((phi1 - phi2) / 2.0), 2.0) + (sin((lambda1 - lambda2) / 2.0) * (sin((lambda1 - lambda2) / 2.0) * (cos(phi1) * cos(phi2))))), sqrt(1.0 - (pow(sin((phi1 - phi2) / 2.0), 2.0) + ((sin((lambda1 - lambda2) / 2.0) * (cos(phi1) * cos(phi2))) * cbrt(pow((cbrt(sin((lambda1 - lambda2) / 2.0)) * pow(cbrt((sin(lambda1 / 2.0) * cos(lambda2 / 2.0)) - (cos(lambda1 / 2.0) * sin(lambda2 / 2.0))), 2.0)), 3.0)))))));
}










Bits error versus R










Bits error versus lambda1










Bits error versus lambda2










Bits error versus phi1










Bits error versus phi2
Results
| Alternative 1 | |
|---|---|
| Error | 24.2 |
| Cost | 99200 |
| Alternative 2 | |
|---|---|
| Error | 24.6 |
| Cost | 99714 |
| Alternative 3 | |
|---|---|
| Error | 24.8 |
| Cost | 99400 |
| Alternative 4 | |
|---|---|
| Error | 25.6 |
| Cost | 99400 |
| Alternative 5 | |
|---|---|
| Error | 34.5 |
| Cost | 99072 |
| Alternative 6 | |
|---|---|
| Error | 61.1 |
| Cost | 64 |
| Alternative 7 | |
|---|---|
| Error | 61.8 |
| Cost | 64 |

Initial program 24.2
rmApplied add-cbrt-cube_binary64_284224.2
Simplified24.2
rmApplied add-cube-cbrt_binary64_284124.2
Simplified24.2
rmApplied div-sub_binary64_281124.2
Applied sin-diff_binary64_294224.2
Simplified24.2
Final simplification24.2
herbie shell --seed 2021044
(FPCore (R lambda1 lambda2 phi1 phi2)
:name "Distance on a great circle"
:precision binary64
(* R (* 2.0 (atan2 (sqrt (+ (pow (sin (/ (- phi1 phi2) 2.0)) 2.0) (* (* (* (cos phi1) (cos phi2)) (sin (/ (- lambda1 lambda2) 2.0))) (sin (/ (- lambda1 lambda2) 2.0))))) (sqrt (- 1.0 (+ (pow (sin (/ (- phi1 phi2) 2.0)) 2.0) (* (* (* (cos phi1) (cos phi2)) (sin (/ (- lambda1 lambda2) 2.0))) (sin (/ (- lambda1 lambda2) 2.0))))))))))