Error

Derivation

1. Split input into 2 regimes

2. if x < 303.7555477944743

   1. Initial program 39.3

      \[\frac{\left(1 + \frac{1}{\varepsilon}\right) \cdot e^{-\left(1 - \varepsilon\right) \cdot x} - \left(\frac{1}{\varepsilon} - 1\right) \cdot e^{-\left(1 + \varepsilon\right) \cdot x}}{2}\]

   2. Taylor expanded around 0 1.2

      \[\leadsto \frac{\color{blue}{\left(\frac{2}{3} \cdot {x}^{3} + 2\right) - {x}^{2}}}{2}\]
   3. Using strategy rm

   4. Applied *-un-lft-identity1.2

      \[\leadsto \frac{\left(\frac{2}{3} \cdot {x}^{3} + 2\right) - \color{blue}{1 \cdot {x}^{2}}}{2}\]

   5. Applied add-sqr-sqrt2.2

      \[\leadsto \frac{\color{blue}{\sqrt{\frac{2}{3} \cdot {x}^{3} + 2} \cdot \sqrt{\frac{2}{3} \cdot {x}^{3} + 2}} - 1 \cdot {x}^{2}}{2}\]

   6. Applied prod-diff2.2

      \[\leadsto \frac{\color{blue}{(\left(\sqrt{\frac{2}{3} \cdot {x}^{3} + 2}\right) \cdot \left(\sqrt{\frac{2}{3} \cdot {x}^{3} + 2}\right) + \left(-{x}^{2} \cdot 1\right))_* + (\left(-{x}^{2}\right) \cdot 1 + \left({x}^{2} \cdot 1\right))_*}}{2}\]

   7. Simplified1.2

      \[\leadsto \frac{\color{blue}{(\left(x \cdot x\right) \cdot \left((\frac{2}{3} \cdot x + -1)_*\right) + 2)_*} + (\left(-{x}^{2}\right) \cdot 1 + \left({x}^{2} \cdot 1\right))_*}{2}\]

   8. Simplified1.2

      \[\leadsto \frac{(\left(x \cdot x\right) \cdot \left((\frac{2}{3} \cdot x + -1)_*\right) + 2)_* + \color{blue}{0}}{2}\]
   9. Using strategy rm

   10. Applied add-cube-cbrt1.2

       \[\leadsto \frac{(\left(x \cdot x\right) \cdot \color{blue}{\left(\left(\sqrt[3]{(\frac{2}{3} \cdot x + -1)_*} \cdot \sqrt[3]{(\frac{2}{3} \cdot x + -1)_*}\right) \cdot \sqrt[3]{(\frac{2}{3} \cdot x + -1)_*}\right)} + 2)_* + 0}{2}\]

   if 303.7555477944743 < x

   1. Initial program 0.1

      \[\frac{\left(1 + \frac{1}{\varepsilon}\right) \cdot e^{-\left(1 - \varepsilon\right) \cdot x} - \left(\frac{1}{\varepsilon} - 1\right) \cdot e^{-\left(1 + \varepsilon\right) \cdot x}}{2}\]
3. Recombined 2 regimes into one program.

4. Final simplification1.0

   \[\leadsto \begin{array}{l} \mathbf{if}\;x \le 303.7555477944743:\\ \;\;\;\;\frac{(\left(x \cdot x\right) \cdot \left(\sqrt[3]{(\frac{2}{3} \cdot x + -1)_*} \cdot \left(\sqrt[3]{(\frac{2}{3} \cdot x + -1)_*} \cdot \sqrt[3]{(\frac{2}{3} \cdot x + -1)_*}\right)\right) + 2)_*}{2}\\ \mathbf{else}:\\ \;\;\;\;\frac{e^{\left(-x\right) \cdot \left(1 - \varepsilon\right)} \cdot \left(\frac{1}{\varepsilon} + 1\right) - e^{\left(1 + \varepsilon\right) \cdot \left(-x\right)} \cdot \left(\frac{1}{\varepsilon} - 1\right)}{2}\\ \end{array}\]

Runtime

Time bar (total: 2.2m)Debug logProfile

herbie shell --seed 2018348 +o rules:numerics
(FPCore (x eps)
  :name "NMSE Section 6.1 mentioned, A"
  (/ (- (* (+ 1 (/ 1 eps)) (exp (- (* (- 1 eps) x)))) (* (- (/ 1 eps) 1) (exp (- (* (+ 1 eps) x))))) 2))