Average Error: 0.2 → 0.2
Time: 40.7s
Precision: 64
Internal Precision: 576
\[\lambda_1 + \tan^{-1}_* \frac{\left(\sin theta \cdot \sin delta\right) \cdot \cos \phi_1}{\cos delta - \sin \phi_1 \cdot \sin \left(\sin^{-1} \left(\sin \phi_1 \cdot \cos delta + \left(\cos \phi_1 \cdot \sin delta\right) \cdot \cos theta\right)\right)}\]
↓
\[\lambda_1 + \tan^{-1}_* \frac{(e^{\log_* (1 + \left(\cos \phi_1 \cdot \sin theta\right) \cdot \sin delta)} - 1)^*}{\log_* (1 + (e^{\left(-\sin \phi_1\right) \cdot \sin \left(\sin^{-1} \left((\left(\cos theta\right) \cdot \left(\cos \phi_1 \cdot \sin delta\right) + \left(\sin \phi_1 \cdot \cos delta\right))_*\right)\right) + \cos delta} - 1)^*)}\]

Error

Bits error versus lambda1

Bits error versus phi1

Bits error versus phi2

Bits error versus delta

Bits error versus theta

Derivation

  1. Initial program 0.2

    \[\lambda_1 + \tan^{-1}_* \frac{\left(\sin theta \cdot \sin delta\right) \cdot \cos \phi_1}{\cos delta - \sin \phi_1 \cdot \sin \left(\sin^{-1} \left(\sin \phi_1 \cdot \cos delta + \left(\cos \phi_1 \cdot \sin delta\right) \cdot \cos theta\right)\right)}\]

  2. Initial simplification0.2

    \[\leadsto \tan^{-1}_* \frac{\sin delta \cdot \left(\cos \phi_1 \cdot \sin theta\right)}{(\left(\sin \left(\sin^{-1} \left((\left(\cos theta\right) \cdot \left(\cos \phi_1 \cdot \sin delta\right) + \left(\cos delta \cdot \sin \phi_1\right))_*\right)\right)\right) \cdot \left(-\sin \phi_1\right) + \left(\cos delta\right))_*} + \lambda_1\]
  3. Using strategy rm

  4. Applied expm1-log1p-u0.2

    \[\leadsto \tan^{-1}_* \frac{\color{blue}{(e^{\log_* (1 + \sin delta \cdot \left(\cos \phi_1 \cdot \sin theta\right))} - 1)^*}}{(\left(\sin \left(\sin^{-1} \left((\left(\cos theta\right) \cdot \left(\cos \phi_1 \cdot \sin delta\right) + \left(\cos delta \cdot \sin \phi_1\right))_*\right)\right)\right) \cdot \left(-\sin \phi_1\right) + \left(\cos delta\right))_*} + \lambda_1\]
  5. Using strategy rm

  6. Applied log1p-expm1-u0.2

    \[\leadsto \tan^{-1}_* \frac{(e^{\log_* (1 + \sin delta \cdot \left(\cos \phi_1 \cdot \sin theta\right))} - 1)^*}{\color{blue}{\log_* (1 + (e^{(\left(\sin \left(\sin^{-1} \left((\left(\cos theta\right) \cdot \left(\cos \phi_1 \cdot \sin delta\right) + \left(\cos delta \cdot \sin \phi_1\right))_*\right)\right)\right) \cdot \left(-\sin \phi_1\right) + \left(\cos delta\right))_*} - 1)^*)}} + \lambda_1\]
  7. Using strategy rm

  8. Applied fma-udef0.2

    \[\leadsto \tan^{-1}_* \frac{(e^{\log_* (1 + \sin delta \cdot \left(\cos \phi_1 \cdot \sin theta\right))} - 1)^*}{\log_* (1 + (e^{\color{blue}{\sin \left(\sin^{-1} \left((\left(\cos theta\right) \cdot \left(\cos \phi_1 \cdot \sin delta\right) + \left(\cos delta \cdot \sin \phi_1\right))_*\right)\right) \cdot \left(-\sin \phi_1\right) + \cos delta}} - 1)^*)} + \lambda_1\]

  9. Final simplification0.2

    \[\leadsto \lambda_1 + \tan^{-1}_* \frac{(e^{\log_* (1 + \left(\cos \phi_1 \cdot \sin theta\right) \cdot \sin delta)} - 1)^*}{\log_* (1 + (e^{\left(-\sin \phi_1\right) \cdot \sin \left(\sin^{-1} \left((\left(\cos theta\right) \cdot \left(\cos \phi_1 \cdot \sin delta\right) + \left(\sin \phi_1 \cdot \cos delta\right))_*\right)\right) + \cos delta} - 1)^*)}\]

Runtime

Time bar (total: 40.7s)Debug logProfile

BaselineHerbieOracleSpan%
Regimes0.20.20.10.10%
herbie shell --seed 2018263 +o rules:numerics
(FPCore (lambda1 phi1 phi2 delta theta)
  :name "Destination given bearing on a great circle"
  (+ lambda1 (atan2 (* (* (sin theta) (sin delta)) (cos phi1)) (- (cos delta) (* (sin phi1) (sin (asin (+ (* (sin phi1) (cos delta)) (* (* (cos phi1) (sin delta)) (cos theta))))))))))