Average Error: 13.0 → 0.2
Time: 3.3m
Precision: 64
Internal Precision: 1344
\[x + \left(\tan \left(y + z\right) - \tan a\right)\]
↓
\[x + \left(\left(\frac{\left(\tan z + \tan y\right) \cdot (\left(\frac{\sin z \cdot \sin y}{\cos y \cdot \cos z}\right) \cdot \left((\left(\frac{\sin z}{\cos y}\right) \cdot \left(\frac{\sin y}{\cos z}\right) + 1)_*\right) + 1)_*}{(\left(-\frac{\sin z \cdot \sin y}{\cos y \cdot \cos z}\right) \cdot \left(\frac{\sin z \cdot \sin y}{\cos y \cdot \cos z} \cdot \frac{\sin z \cdot \sin y}{\cos y \cdot \cos z}\right) + 1)_*} - \tan a\right) + 0\right)\]

Error

Bits error versus x

Bits error versus y

Bits error versus z

Bits error versus a

Derivation

  1. Initial program 13.0

    \[x + \left(\tan \left(y + z\right) - \tan a\right)\]
  2. Using strategy rm

  3. Applied tan-sum0.2

    \[\leadsto x + \left(\color{blue}{\frac{\tan y + \tan z}{1 - \tan y \cdot \tan z}} - \tan a\right)\]
  4. Using strategy rm

  5. Applied tan-quot0.2

    \[\leadsto x + \left(\frac{\tan y + \tan z}{1 - \tan y \cdot \color{blue}{\frac{\sin z}{\cos z}}} - \tan a\right)\]

  6. Applied tan-quot0.2

    \[\leadsto x + \left(\frac{\tan y + \tan z}{1 - \color{blue}{\frac{\sin y}{\cos y}} \cdot \frac{\sin z}{\cos z}} - \tan a\right)\]

  7. Applied frac-times0.2

    \[\leadsto x + \left(\frac{\tan y + \tan z}{1 - \color{blue}{\frac{\sin y \cdot \sin z}{\cos y \cdot \cos z}}} - \tan a\right)\]
  8. Using strategy rm

  9. Applied add-cube-cbrt0.3

    \[\leadsto x + \left(\frac{\tan y + \tan z}{1 - \frac{\sin y \cdot \sin z}{\cos y \cdot \cos z}} - \color{blue}{\left(\sqrt[3]{\tan a} \cdot \sqrt[3]{\tan a}\right) \cdot \sqrt[3]{\tan a}}\right)\]

  10. Applied flip3--0.3

    \[\leadsto x + \left(\frac{\tan y + \tan z}{\color{blue}{\frac{{1}^{3} - {\left(\frac{\sin y \cdot \sin z}{\cos y \cdot \cos z}\right)}^{3}}{1 \cdot 1 + \left(\frac{\sin y \cdot \sin z}{\cos y \cdot \cos z} \cdot \frac{\sin y \cdot \sin z}{\cos y \cdot \cos z} + 1 \cdot \frac{\sin y \cdot \sin z}{\cos y \cdot \cos z}\right)}}} - \left(\sqrt[3]{\tan a} \cdot \sqrt[3]{\tan a}\right) \cdot \sqrt[3]{\tan a}\right)\]

  11. Applied associate-/r/0.3

    \[\leadsto x + \left(\color{blue}{\frac{\tan y + \tan z}{{1}^{3} - {\left(\frac{\sin y \cdot \sin z}{\cos y \cdot \cos z}\right)}^{3}} \cdot \left(1 \cdot 1 + \left(\frac{\sin y \cdot \sin z}{\cos y \cdot \cos z} \cdot \frac{\sin y \cdot \sin z}{\cos y \cdot \cos z} + 1 \cdot \frac{\sin y \cdot \sin z}{\cos y \cdot \cos z}\right)\right)} - \left(\sqrt[3]{\tan a} \cdot \sqrt[3]{\tan a}\right) \cdot \sqrt[3]{\tan a}\right)\]

  12. Applied prod-diff0.3

    \[\leadsto x + \color{blue}{\left((\left(\frac{\tan y + \tan z}{{1}^{3} - {\left(\frac{\sin y \cdot \sin z}{\cos y \cdot \cos z}\right)}^{3}}\right) \cdot \left(1 \cdot 1 + \left(\frac{\sin y \cdot \sin z}{\cos y \cdot \cos z} \cdot \frac{\sin y \cdot \sin z}{\cos y \cdot \cos z} + 1 \cdot \frac{\sin y \cdot \sin z}{\cos y \cdot \cos z}\right)\right) + \left(-\sqrt[3]{\tan a} \cdot \left(\sqrt[3]{\tan a} \cdot \sqrt[3]{\tan a}\right)\right))_* + (\left(-\sqrt[3]{\tan a}\right) \cdot \left(\sqrt[3]{\tan a} \cdot \sqrt[3]{\tan a}\right) + \left(\sqrt[3]{\tan a} \cdot \left(\sqrt[3]{\tan a} \cdot \sqrt[3]{\tan a}\right)\right))_*\right)}\]

  13. Applied simplify0.2

    \[\leadsto x + \left(\color{blue}{\left(\frac{\left(\tan z + \tan y\right) \cdot (\left(\frac{\sin z \cdot \sin y}{\cos y \cdot \cos z}\right) \cdot \left((\left(\frac{\sin z}{\cos y}\right) \cdot \left(\frac{\sin y}{\cos z}\right) + 1)_*\right) + 1)_*}{(\left(-\frac{\sin z \cdot \sin y}{\cos y \cdot \cos z}\right) \cdot \left(\frac{\sin z \cdot \sin y}{\cos y \cdot \cos z} \cdot \frac{\sin z \cdot \sin y}{\cos y \cdot \cos z}\right) + 1)_*} - \tan a\right)} + (\left(-\sqrt[3]{\tan a}\right) \cdot \left(\sqrt[3]{\tan a} \cdot \sqrt[3]{\tan a}\right) + \left(\sqrt[3]{\tan a} \cdot \left(\sqrt[3]{\tan a} \cdot \sqrt[3]{\tan a}\right)\right))_*\right)\]

  14. Applied simplify0.2

    \[\leadsto x + \left(\left(\frac{\left(\tan z + \tan y\right) \cdot (\left(\frac{\sin z \cdot \sin y}{\cos y \cdot \cos z}\right) \cdot \left((\left(\frac{\sin z}{\cos y}\right) \cdot \left(\frac{\sin y}{\cos z}\right) + 1)_*\right) + 1)_*}{(\left(-\frac{\sin z \cdot \sin y}{\cos y \cdot \cos z}\right) \cdot \left(\frac{\sin z \cdot \sin y}{\cos y \cdot \cos z} \cdot \frac{\sin z \cdot \sin y}{\cos y \cdot \cos z}\right) + 1)_*} - \tan a\right) + \color{blue}{0}\right)\]

Runtime

Time bar (total: 3.3m)Debug logProfile

herbie shell --seed 2018208 +o rules:numerics
(FPCore (x y z a)
  :name "(+ x (- (tan (+ y z)) (tan a)))"
  :pre (and (or (== x 0) (<= 0.5884142 x 505.5909)) (or (<= -1.796658e+308 y -9.425585e-310) (<= 1.284938e-309 y 1.751224e+308)) (or (<= -1.776707e+308 z -8.599796e-310) (<= 3.293145e-311 z 1.725154e+308)) (or (<= -1.796658e+308 a -9.425585e-310) (<= 1.284938e-309 a 1.751224e+308)))
  (+ x (- (tan (+ y z)) (tan a))))