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Target

Derivation

1. Split input into 3 regimes

2. if x < -1.0715824304569288

   1. Initial program 61.9

      \[\log \left(x + \sqrt{x \cdot x + 1}\right)\]

   2. Initial simplification61.1

      \[\leadsto \log \left(x + \sqrt{1^2 + x^2}^*\right)\]

   3. Taylor expanded around -inf 0.1

      \[\leadsto \log \color{blue}{\left(\frac{1}{8} \cdot \frac{1}{{x}^{3}} - \left(\frac{1}{16} \cdot \frac{1}{{x}^{5}} + \frac{1}{2} \cdot \frac{1}{x}\right)\right)}\]

   4. Simplified0.1

      \[\leadsto \log \color{blue}{\left(\frac{\frac{-1}{2}}{x} + \left(\frac{\frac{-1}{16}}{{x}^{5}} + \frac{\frac{\frac{1}{8}}{x}}{x \cdot x}\right)\right)}\]

   if -1.0715824304569288 < x < 0.007910580265638106

   1. Initial program 58.8

      \[\log \left(x + \sqrt{x \cdot x + 1}\right)\]

   2. Initial simplification58.8

      \[\leadsto \log \left(x + \sqrt{1^2 + x^2}^*\right)\]

   3. Taylor expanded around 0 0.1

      \[\leadsto \color{blue}{\left(x + \frac{3}{40} \cdot {x}^{5}\right) - \frac{1}{6} \cdot {x}^{3}}\]
   4. Using strategy rm

   5. Applied associate--l+0.1

      \[\leadsto \color{blue}{x + \left(\frac{3}{40} \cdot {x}^{5} - \frac{1}{6} \cdot {x}^{3}\right)}\]

   if 0.007910580265638106 < x

   1. Initial program 31.4

      \[\log \left(x + \sqrt{x \cdot x + 1}\right)\]

   2. Initial simplification0.1

      \[\leadsto \log \left(x + \sqrt{1^2 + x^2}^*\right)\]
   3. Using strategy rm

   4. Applied add-sqr-sqrt0.1

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

   5. Applied log-prod0.1

      \[\leadsto \color{blue}{\log \left(\sqrt{x + \sqrt{1^2 + x^2}^*}\right) + \log \left(\sqrt{x + \sqrt{1^2 + x^2}^*}\right)}\]
3. Recombined 3 regimes into one program.

4. Final simplification0.1

   \[\leadsto \begin{array}{l} \mathbf{if}\;x \le -1.0715824304569288:\\ \;\;\;\;\log \left(\frac{\frac{-1}{2}}{x} + \left(\frac{\frac{\frac{1}{8}}{x}}{x \cdot x} + \frac{\frac{-1}{16}}{{x}^{5}}\right)\right)\\ \mathbf{elif}\;x \le 0.007910580265638106:\\ \;\;\;\;\left({x}^{5} \cdot \frac{3}{40} - {x}^{3} \cdot \frac{1}{6}\right) + x\\ \mathbf{else}:\\ \;\;\;\;\log \left(\sqrt{\sqrt{1^2 + x^2}^* + x}\right) + \log \left(\sqrt{\sqrt{1^2 + x^2}^* + x}\right)\\ \end{array}\]

Runtime

Time bar (total: 12.4s)Debug logProfile

herbie shell --seed 2018339 +o rules:numerics
(FPCore (x)
  :name "Hyperbolic arcsine"

  :herbie-target
  (if (< x 0) (log (/ -1 (- x (sqrt (+ (* x x) 1))))) (log (+ x (sqrt (+ (* x x) 1)))))

  (log (+ x (sqrt (+ (* x x) 1)))))