Average Error: 58.6 → 0.2
Time: 30.0s
Precision: 64
\[\log \left(\frac{1 - \varepsilon}{1 + \varepsilon}\right)\]
\[{\varepsilon}^{5} \cdot \frac{-2}{5} - \frac{\left(\left(\left(\varepsilon \cdot \varepsilon\right) \cdot \frac{8}{27}\right) \cdot \left(\left(\varepsilon \cdot \varepsilon\right) \cdot \left(\varepsilon \cdot \varepsilon\right)\right) + 8\right) \cdot \varepsilon}{\left(4 - \left(\varepsilon \cdot \left(\varepsilon \cdot \frac{2}{3}\right)\right) \cdot 2\right) + \left(\varepsilon \cdot \left(\varepsilon \cdot \frac{2}{3}\right)\right) \cdot \left(\varepsilon \cdot \left(\varepsilon \cdot \frac{2}{3}\right)\right)}\]

Error

Bits error versus eps

Target

Original58.6
Target0.2
Herbie0.2
\[-2 \cdot \left(\left(\varepsilon + \frac{{\varepsilon}^{3}}{3}\right) + \frac{{\varepsilon}^{5}}{5}\right)\]

Derivation

  1. Initial program 58.6

    \[\log \left(\frac{1 - \varepsilon}{1 + \varepsilon}\right)\]
  2. Taylor expanded around 0 0.2

    \[\leadsto \color{blue}{-\left(\frac{2}{3} \cdot {\varepsilon}^{3} + \left(\frac{2}{5} \cdot {\varepsilon}^{5} + 2 \cdot \varepsilon\right)\right)}\]
  3. Simplified0.2

    \[\leadsto \color{blue}{\frac{-2}{5} \cdot {\varepsilon}^{5} - \left(\left(\frac{2}{3} \cdot \varepsilon\right) \cdot \varepsilon + 2\right) \cdot \varepsilon}\]
  4. Using strategy rm
  5. Applied flip3-+0.2

    \[\leadsto \frac{-2}{5} \cdot {\varepsilon}^{5} - \color{blue}{\frac{{\left(\left(\frac{2}{3} \cdot \varepsilon\right) \cdot \varepsilon\right)}^{3} + {2}^{3}}{\left(\left(\frac{2}{3} \cdot \varepsilon\right) \cdot \varepsilon\right) \cdot \left(\left(\frac{2}{3} \cdot \varepsilon\right) \cdot \varepsilon\right) + \left(2 \cdot 2 - \left(\left(\frac{2}{3} \cdot \varepsilon\right) \cdot \varepsilon\right) \cdot 2\right)}} \cdot \varepsilon\]
  6. Applied associate-*l/0.2

    \[\leadsto \frac{-2}{5} \cdot {\varepsilon}^{5} - \color{blue}{\frac{\left({\left(\left(\frac{2}{3} \cdot \varepsilon\right) \cdot \varepsilon\right)}^{3} + {2}^{3}\right) \cdot \varepsilon}{\left(\left(\frac{2}{3} \cdot \varepsilon\right) \cdot \varepsilon\right) \cdot \left(\left(\frac{2}{3} \cdot \varepsilon\right) \cdot \varepsilon\right) + \left(2 \cdot 2 - \left(\left(\frac{2}{3} \cdot \varepsilon\right) \cdot \varepsilon\right) \cdot 2\right)}}\]
  7. Simplified0.2

    \[\leadsto \frac{-2}{5} \cdot {\varepsilon}^{5} - \frac{\color{blue}{\left(8 + \left(\left(\varepsilon \cdot \varepsilon\right) \cdot \left(\varepsilon \cdot \varepsilon\right)\right) \cdot \left(\frac{8}{27} \cdot \left(\varepsilon \cdot \varepsilon\right)\right)\right) \cdot \varepsilon}}{\left(\left(\frac{2}{3} \cdot \varepsilon\right) \cdot \varepsilon\right) \cdot \left(\left(\frac{2}{3} \cdot \varepsilon\right) \cdot \varepsilon\right) + \left(2 \cdot 2 - \left(\left(\frac{2}{3} \cdot \varepsilon\right) \cdot \varepsilon\right) \cdot 2\right)}\]
  8. Final simplification0.2

    \[\leadsto {\varepsilon}^{5} \cdot \frac{-2}{5} - \frac{\left(\left(\left(\varepsilon \cdot \varepsilon\right) \cdot \frac{8}{27}\right) \cdot \left(\left(\varepsilon \cdot \varepsilon\right) \cdot \left(\varepsilon \cdot \varepsilon\right)\right) + 8\right) \cdot \varepsilon}{\left(4 - \left(\varepsilon \cdot \left(\varepsilon \cdot \frac{2}{3}\right)\right) \cdot 2\right) + \left(\varepsilon \cdot \left(\varepsilon \cdot \frac{2}{3}\right)\right) \cdot \left(\varepsilon \cdot \left(\varepsilon \cdot \frac{2}{3}\right)\right)}\]

Reproduce

herbie shell --seed 2019100 
(FPCore (eps)
  :name "logq (problem 3.4.3)"

  :herbie-target
  (* -2 (+ (+ eps (/ (pow eps 3) 3)) (/ (pow eps 5) 5)))

  (log (/ (- 1 eps) (+ 1 eps))))