Average Error: 13.5 → 0.2
Time: 1.5m
Precision: 64
Internal Precision: 128
\[x + \left(\tan \left(y + z\right) - \tan a\right)\]
\[x + \left(\frac{\frac{(\left(\sin z\right) \cdot \left(\cos y\right) + \left(\cos z \cdot \sin y\right))_*}{\cos y \cdot \cos z}}{1 - \tan z \cdot \tan y} - \tan a\right)\]

Error

Bits error versus x

Bits error versus y

Bits error versus z

Bits error versus a

Derivation

  1. Initial program 13.5

    \[x + \left(\tan \left(y + z\right) - \tan a\right)\]
  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

    \[\leadsto x + \left(\frac{\tan y + \color{blue}{\frac{\sin z}{\cos z}}}{1 - \tan y \cdot \tan z} - \tan a\right)\]
  6. Applied tan-quot0.2

    \[\leadsto x + \left(\frac{\color{blue}{\frac{\sin y}{\cos y}} + \frac{\sin z}{\cos z}}{1 - \tan y \cdot \tan z} - \tan a\right)\]
  7. Applied frac-add0.2

    \[\leadsto x + \left(\frac{\color{blue}{\frac{\sin y \cdot \cos z + \cos y \cdot \sin z}{\cos y \cdot \cos z}}}{1 - \tan y \cdot \tan z} - \tan a\right)\]
  8. Simplified0.2

    \[\leadsto x + \left(\frac{\frac{\color{blue}{(\left(\sin z\right) \cdot \left(\cos y\right) + \left(\cos z \cdot \sin y\right))_*}}{\cos y \cdot \cos z}}{1 - \tan y \cdot \tan z} - \tan a\right)\]
  9. Final simplification0.2

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

Runtime

Time bar (total: 1.5m)Debug logProfile

herbie shell --seed 2018336 +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))))