Average Error: 36.5 → 15.1
Time: 40.5s
Precision: 64
Internal Precision: 2368
\[\tan \left(x + \varepsilon\right) - \tan x\]
\[\begin{array}{l} \mathbf{if}\;\varepsilon \le -2.6102094036101758 \cdot 10^{-58}:\\ \;\;\;\;\frac{\cos x - \frac{1 - \tan x \cdot \tan \varepsilon}{\frac{\tan x + \tan \varepsilon}{\sin x}}}{\cos x \cdot \frac{1 - \tan x \cdot \tan \varepsilon}{\tan x + \tan \varepsilon}}\\ \mathbf{elif}\;\varepsilon \le 2.7120892299828264 \cdot 10^{-22}:\\ \;\;\;\;\left(x + \varepsilon\right) \cdot \left(x \cdot \varepsilon\right) + \varepsilon\\ \mathbf{else}:\\ \;\;\;\;\frac{\cos x \cdot \left(\tan x + \tan \varepsilon\right) - \sin x \cdot \left(1 - \tan x \cdot \tan \varepsilon\right)}{\left(1 - \tan x \cdot \tan \varepsilon\right) \cdot \cos x}\\ \end{array}\]

Error

Bits error versus x

Bits error versus eps

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original36.5
Target14.8
Herbie15.1
\[\frac{\sin \varepsilon}{\cos x \cdot \cos \left(x + \varepsilon\right)}\]

Derivation

  1. Split input into 3 regimes
  2. if eps < -2.6102094036101758e-58

    1. Initial program 29.5

      \[\tan \left(x + \varepsilon\right) - \tan x\]
    2. Using strategy rm
    3. Applied tan-sum4.6

      \[\leadsto \color{blue}{\frac{\tan x + \tan \varepsilon}{1 - \tan x \cdot \tan \varepsilon}} - \tan x\]
    4. Using strategy rm
    5. Applied *-un-lft-identity4.6

      \[\leadsto \frac{\tan x + \color{blue}{1 \cdot \tan \varepsilon}}{1 - \tan x \cdot \tan \varepsilon} - \tan x\]
    6. Applied *-un-lft-identity4.6

      \[\leadsto \frac{\color{blue}{1 \cdot \tan x} + 1 \cdot \tan \varepsilon}{1 - \tan x \cdot \tan \varepsilon} - \tan x\]
    7. Applied distribute-lft-out4.6

      \[\leadsto \frac{\color{blue}{1 \cdot \left(\tan x + \tan \varepsilon\right)}}{1 - \tan x \cdot \tan \varepsilon} - \tan x\]
    8. Applied associate-/l*4.6

      \[\leadsto \color{blue}{\frac{1}{\frac{1 - \tan x \cdot \tan \varepsilon}{\tan x + \tan \varepsilon}}} - \tan x\]
    9. Using strategy rm
    10. Applied tan-quot4.7

      \[\leadsto \frac{1}{\frac{1 - \tan x \cdot \tan \varepsilon}{\tan x + \tan \varepsilon}} - \color{blue}{\frac{\sin x}{\cos x}}\]
    11. Applied frac-sub4.7

      \[\leadsto \color{blue}{\frac{1 \cdot \cos x - \frac{1 - \tan x \cdot \tan \varepsilon}{\tan x + \tan \varepsilon} \cdot \sin x}{\frac{1 - \tan x \cdot \tan \varepsilon}{\tan x + \tan \varepsilon} \cdot \cos x}}\]
    12. Simplified4.7

      \[\leadsto \frac{\color{blue}{\cos x - \frac{1 - \tan \varepsilon \cdot \tan x}{\frac{\tan \varepsilon + \tan x}{\sin x}}}}{\frac{1 - \tan x \cdot \tan \varepsilon}{\tan x + \tan \varepsilon} \cdot \cos x}\]

    if -2.6102094036101758e-58 < eps < 2.7120892299828264e-22

    1. Initial program 45.4

      \[\tan \left(x + \varepsilon\right) - \tan x\]
    2. Using strategy rm
    3. Applied tan-sum45.4

      \[\leadsto \color{blue}{\frac{\tan x + \tan \varepsilon}{1 - \tan x \cdot \tan \varepsilon}} - \tan x\]
    4. Using strategy rm
    5. Applied *-un-lft-identity45.4

      \[\leadsto \frac{\tan x + \color{blue}{1 \cdot \tan \varepsilon}}{1 - \tan x \cdot \tan \varepsilon} - \tan x\]
    6. Applied *-un-lft-identity45.4

      \[\leadsto \frac{\color{blue}{1 \cdot \tan x} + 1 \cdot \tan \varepsilon}{1 - \tan x \cdot \tan \varepsilon} - \tan x\]
    7. Applied distribute-lft-out45.4

      \[\leadsto \frac{\color{blue}{1 \cdot \left(\tan x + \tan \varepsilon\right)}}{1 - \tan x \cdot \tan \varepsilon} - \tan x\]
    8. Applied associate-/l*45.6

      \[\leadsto \color{blue}{\frac{1}{\frac{1 - \tan x \cdot \tan \varepsilon}{\tan x + \tan \varepsilon}}} - \tan x\]
    9. Taylor expanded around 0 30.4

      \[\leadsto \color{blue}{x \cdot {\varepsilon}^{2} + \left(\varepsilon + {x}^{2} \cdot \varepsilon\right)}\]
    10. Simplified30.3

      \[\leadsto \color{blue}{\varepsilon + \left(x \cdot \varepsilon\right) \cdot \left(\varepsilon + x\right)}\]

    if 2.7120892299828264e-22 < eps

    1. Initial program 29.6

      \[\tan \left(x + \varepsilon\right) - \tan x\]
    2. Using strategy rm
    3. Applied tan-sum1.3

      \[\leadsto \color{blue}{\frac{\tan x + \tan \varepsilon}{1 - \tan x \cdot \tan \varepsilon}} - \tan x\]
    4. Using strategy rm
    5. Applied tan-quot1.3

      \[\leadsto \frac{\tan x + \tan \varepsilon}{1 - \tan x \cdot \tan \varepsilon} - \color{blue}{\frac{\sin x}{\cos x}}\]
    6. Applied frac-sub1.3

      \[\leadsto \color{blue}{\frac{\left(\tan x + \tan \varepsilon\right) \cdot \cos x - \left(1 - \tan x \cdot \tan \varepsilon\right) \cdot \sin x}{\left(1 - \tan x \cdot \tan \varepsilon\right) \cdot \cos x}}\]
  3. Recombined 3 regimes into one program.
  4. Final simplification15.1

    \[\leadsto \begin{array}{l} \mathbf{if}\;\varepsilon \le -2.6102094036101758 \cdot 10^{-58}:\\ \;\;\;\;\frac{\cos x - \frac{1 - \tan x \cdot \tan \varepsilon}{\frac{\tan x + \tan \varepsilon}{\sin x}}}{\cos x \cdot \frac{1 - \tan x \cdot \tan \varepsilon}{\tan x + \tan \varepsilon}}\\ \mathbf{elif}\;\varepsilon \le 2.7120892299828264 \cdot 10^{-22}:\\ \;\;\;\;\left(x + \varepsilon\right) \cdot \left(x \cdot \varepsilon\right) + \varepsilon\\ \mathbf{else}:\\ \;\;\;\;\frac{\cos x \cdot \left(\tan x + \tan \varepsilon\right) - \sin x \cdot \left(1 - \tan x \cdot \tan \varepsilon\right)}{\left(1 - \tan x \cdot \tan \varepsilon\right) \cdot \cos x}\\ \end{array}\]

Runtime

Time bar (total: 40.5s)Debug logProfile

BaselineHerbieOracleSpan%
Regimes21.915.114.47.589.9%
herbie shell --seed 2018290 
(FPCore (x eps)
  :name "2tan (problem 3.3.2)"

  :herbie-target
  (/ (sin eps) (* (cos x) (cos (+ x eps))))

  (- (tan (+ x eps)) (tan x)))