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Derivation

1. Initial program 0.4

   \[\left(\frac{1}{6} \cdot {\left(-2 \cdot \log u1\right)}^{0.5}\right) \cdot \cos \left(\left(2 \cdot \pi\right) \cdot u2\right) + 0.5\]

2. Initial simplification0.4

   \[\leadsto 0.5 + \left({\left(-2 \cdot \log u1\right)}^{0.5} \cdot \frac{1}{6}\right) \cdot \cos \left(\left(\pi \cdot u2\right) \cdot 2\right)\]

3. Taylor expanded around -inf 62.0

   \[\leadsto 0.5 + \left(\color{blue}{{\left(-2 \cdot \left(\log -1 - \log \left(\frac{-1}{u1}\right)\right)\right)}^{0.5}} \cdot \frac{1}{6}\right) \cdot \cos \left(\left(\pi \cdot u2\right) \cdot 2\right)\]

4. Simplified0.4

   \[\leadsto 0.5 + \left(\color{blue}{{\left(-2 \cdot \log u1\right)}^{0.5}} \cdot \frac{1}{6}\right) \cdot \cos \left(\left(\pi \cdot u2\right) \cdot 2\right)\]
5. Using strategy rm

6. Applied flip-+0.4

   \[\leadsto \color{blue}{\frac{0.5 \cdot 0.5 - \left(\left({\left(-2 \cdot \log u1\right)}^{0.5} \cdot \frac{1}{6}\right) \cdot \cos \left(\left(\pi \cdot u2\right) \cdot 2\right)\right) \cdot \left(\left({\left(-2 \cdot \log u1\right)}^{0.5} \cdot \frac{1}{6}\right) \cdot \cos \left(\left(\pi \cdot u2\right) \cdot 2\right)\right)}{0.5 - \left({\left(-2 \cdot \log u1\right)}^{0.5} \cdot \frac{1}{6}\right) \cdot \cos \left(\left(\pi \cdot u2\right) \cdot 2\right)}}\]
7. Using strategy rm

8. Applied add-log-exp0.4

   \[\leadsto \color{blue}{\log \left(e^{\frac{0.5 \cdot 0.5 - \left(\left({\left(-2 \cdot \log u1\right)}^{0.5} \cdot \frac{1}{6}\right) \cdot \cos \left(\left(\pi \cdot u2\right) \cdot 2\right)\right) \cdot \left(\left({\left(-2 \cdot \log u1\right)}^{0.5} \cdot \frac{1}{6}\right) \cdot \cos \left(\left(\pi \cdot u2\right) \cdot 2\right)\right)}{0.5 - \left({\left(-2 \cdot \log u1\right)}^{0.5} \cdot \frac{1}{6}\right) \cdot \cos \left(\left(\pi \cdot u2\right) \cdot 2\right)}}\right)}\]

9. Final simplification0.4

   \[\leadsto \log \left(e^{\frac{0.5 \cdot 0.5 - \left(\cos \left(\left(\pi \cdot u2\right) \cdot 2\right) \cdot \left(\frac{1}{6} \cdot {\left(\log u1 \cdot -2\right)}^{0.5}\right)\right) \cdot \left(\cos \left(\left(\pi \cdot u2\right) \cdot 2\right) \cdot \left(\frac{1}{6} \cdot {\left(\log u1 \cdot -2\right)}^{0.5}\right)\right)}{0.5 - \cos \left(\left(\pi \cdot u2\right) \cdot 2\right) \cdot \left(\frac{1}{6} \cdot {\left(\log u1 \cdot -2\right)}^{0.5}\right)}}\right)\]

Runtime

Time bar (total: 1.4m)Debug logProfile

herbie shell --seed 2018263 
(FPCore (u1 u2)
  :name "normal distribution"
  :pre (and (<= 0 u1 1) (<= 0 u2 1))
  (+ (* (* (/ 1 6) (pow (* -2 (log u1)) 0.5)) (cos (* (* 2 PI) u2))) 0.5))