Average Error: 24.5 → 14.0
Time: 44.6s
Precision: binary64
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double code(double R, double lambda1, double lambda2, double phi1, double phi2) {
	return ((double) (R * ((double) (2.0 * ((double) atan2(((double) sqrt(((double) (((double) pow(((double) sin(((double) (((double) (phi1 - phi2)) / 2.0)))), 2.0)) + ((double) (((double) (((double) (((double) cos(phi1)) * ((double) cos(phi2)))) * ((double) sin(((double) (((double) (lambda1 - lambda2)) / 2.0)))))) * ((double) sin(((double) (((double) (lambda1 - lambda2)) / 2.0)))))))))), ((double) sqrt(((double) (1.0 - ((double) (((double) pow(((double) sin(((double) (((double) (phi1 - phi2)) / 2.0)))), 2.0)) + ((double) (((double) (((double) (((double) cos(phi1)) * ((double) cos(phi2)))) * ((double) sin(((double) (((double) (lambda1 - lambda2)) / 2.0)))))) * ((double) sin(((double) (((double) (lambda1 - lambda2)) / 2.0))))))))))))))))));
}
double code(double R, double lambda1, double lambda2, double phi1, double phi2) {
	return ((double) (R * ((double) (2.0 * ((double) atan2(((double) sqrt(((double) (((double) pow(((double) (((double) (((double) sin(((double) (phi1 / 2.0)))) * ((double) cos(((double) (phi2 / 2.0)))))) - ((double) (((double) cos(((double) (phi1 / 2.0)))) * ((double) sin(((double) (phi2 / 2.0)))))))), 2.0)) + ((double) (((double) cos(phi1)) * ((double) (((double) cos(phi2)) * ((double) (((double) sin(((double) (((double) (lambda1 - lambda2)) / 2.0)))) * ((double) cbrt(((double) pow(((double) sin(((double) (((double) (lambda1 - lambda2)) / 2.0)))), 3.0)))))))))))))), ((double) sqrt(((double) (1.0 + ((double) (((double) (((double) cos(phi1)) * ((double) (((double) cos(phi2)) * ((double) (((double) sin(((double) (((double) (lambda1 - lambda2)) / 2.0)))) * ((double) log(((double) exp(((double) sin(((double) (((double) (lambda2 - lambda1)) / 2.0)))))))))))))) - ((double) pow(((double) (((double) (((double) sin(((double) (phi1 / 2.0)))) * ((double) cos(((double) (phi2 / 2.0)))))) - ((double) (((double) cos(((double) (phi1 / 2.0)))) * ((double) sin(((double) (phi2 / 2.0)))))))), 2.0))))))))))))));
}

Error

Bits error versus R

Bits error versus lambda1

Bits error versus lambda2

Bits error versus phi1

Bits error versus phi2

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Derivation

  1. Initial program 24.5

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  2. Simplified24.5

    \[\leadsto \]
  3. Using strategy rm
  4. Applied div-sub24.5

    \[\leadsto \]
  5. Applied sin-diff23.9

    \[\leadsto \]
  6. Using strategy rm
  7. Applied div-sub23.9

    \[\leadsto \]
  8. Applied sin-diff13.8

    \[\leadsto \]
  9. Using strategy rm
  10. Applied add-log-exp13.8

    \[\leadsto \]
  11. Using strategy rm
  12. Applied add-cbrt-cube14.0

    \[\leadsto \]
  13. Simplified14.0

    \[\leadsto \]
  14. Final simplification14.0

    \[\leadsto \]

Reproduce

herbie shell --seed 2020191 
(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))))))))))