Average Error: 58.6 → 3.0
Time: 26.9s
Precision: 64
Internal Precision: 2368
\[\frac{\varepsilon \cdot \left(e^{\left(a + b\right) \cdot \varepsilon} - 1\right)}{\left(e^{a \cdot \varepsilon} - 1\right) \cdot \left(e^{b \cdot \varepsilon} - 1\right)}\]
\[\begin{array}{l} \mathbf{if}\;\varepsilon \le -3.227794156982276 \cdot 10^{-90} \lor \neg \left(\varepsilon \le 1.2229076337163464 \cdot 10^{-62}\right):\\ \;\;\;\;\frac{1}{\sqrt[3]{(e^{b \cdot \varepsilon} - 1)^*} \cdot \sqrt[3]{(e^{b \cdot \varepsilon} - 1)^*}} \cdot \left(\frac{(e^{\left(a + b\right) \cdot \varepsilon} - 1)^*}{\sqrt[3]{(e^{b \cdot \varepsilon} - 1)^*}} \cdot \frac{\varepsilon}{(e^{\varepsilon \cdot a} - 1)^*}\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{b} + \frac{1}{a}\\ \end{array}\]

Error

Bits error versus a

Bits error versus b

Bits error versus eps

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original58.6
Target13.8
Herbie3.0
\[\frac{a + b}{a \cdot b}\]

Derivation

  1. Split input into 2 regimes
  2. if eps < -3.227794156982276e-90 or 1.2229076337163464e-62 < eps

    1. Initial program 52.0

      \[\frac{\varepsilon \cdot \left(e^{\left(a + b\right) \cdot \varepsilon} - 1\right)}{\left(e^{a \cdot \varepsilon} - 1\right) \cdot \left(e^{b \cdot \varepsilon} - 1\right)}\]
    2. Initial simplification7.2

      \[\leadsto \frac{(e^{\left(a + b\right) \cdot \varepsilon} - 1)^*}{(e^{\varepsilon \cdot b} - 1)^*} \cdot \frac{\varepsilon}{(e^{\varepsilon \cdot a} - 1)^*}\]
    3. Using strategy rm
    4. Applied add-cube-cbrt7.8

      \[\leadsto \frac{(e^{\left(a + b\right) \cdot \varepsilon} - 1)^*}{\color{blue}{\left(\sqrt[3]{(e^{\varepsilon \cdot b} - 1)^*} \cdot \sqrt[3]{(e^{\varepsilon \cdot b} - 1)^*}\right) \cdot \sqrt[3]{(e^{\varepsilon \cdot b} - 1)^*}}} \cdot \frac{\varepsilon}{(e^{\varepsilon \cdot a} - 1)^*}\]
    5. Applied *-un-lft-identity7.8

      \[\leadsto \frac{\color{blue}{1 \cdot (e^{\left(a + b\right) \cdot \varepsilon} - 1)^*}}{\left(\sqrt[3]{(e^{\varepsilon \cdot b} - 1)^*} \cdot \sqrt[3]{(e^{\varepsilon \cdot b} - 1)^*}\right) \cdot \sqrt[3]{(e^{\varepsilon \cdot b} - 1)^*}} \cdot \frac{\varepsilon}{(e^{\varepsilon \cdot a} - 1)^*}\]
    6. Applied times-frac7.8

      \[\leadsto \color{blue}{\left(\frac{1}{\sqrt[3]{(e^{\varepsilon \cdot b} - 1)^*} \cdot \sqrt[3]{(e^{\varepsilon \cdot b} - 1)^*}} \cdot \frac{(e^{\left(a + b\right) \cdot \varepsilon} - 1)^*}{\sqrt[3]{(e^{\varepsilon \cdot b} - 1)^*}}\right)} \cdot \frac{\varepsilon}{(e^{\varepsilon \cdot a} - 1)^*}\]
    7. Applied associate-*l*7.5

      \[\leadsto \color{blue}{\frac{1}{\sqrt[3]{(e^{\varepsilon \cdot b} - 1)^*} \cdot \sqrt[3]{(e^{\varepsilon \cdot b} - 1)^*}} \cdot \left(\frac{(e^{\left(a + b\right) \cdot \varepsilon} - 1)^*}{\sqrt[3]{(e^{\varepsilon \cdot b} - 1)^*}} \cdot \frac{\varepsilon}{(e^{\varepsilon \cdot a} - 1)^*}\right)}\]

    if -3.227794156982276e-90 < eps < 1.2229076337163464e-62

    1. Initial program 60.3

      \[\frac{\varepsilon \cdot \left(e^{\left(a + b\right) \cdot \varepsilon} - 1\right)}{\left(e^{a \cdot \varepsilon} - 1\right) \cdot \left(e^{b \cdot \varepsilon} - 1\right)}\]
    2. Initial simplification33.1

      \[\leadsto \frac{(e^{\left(a + b\right) \cdot \varepsilon} - 1)^*}{(e^{\varepsilon \cdot b} - 1)^*} \cdot \frac{\varepsilon}{(e^{\varepsilon \cdot a} - 1)^*}\]
    3. Taylor expanded around 0 1.8

      \[\leadsto \color{blue}{\frac{1}{a} + \frac{1}{b}}\]
  3. Recombined 2 regimes into one program.
  4. Final simplification3.0

    \[\leadsto \begin{array}{l} \mathbf{if}\;\varepsilon \le -3.227794156982276 \cdot 10^{-90} \lor \neg \left(\varepsilon \le 1.2229076337163464 \cdot 10^{-62}\right):\\ \;\;\;\;\frac{1}{\sqrt[3]{(e^{b \cdot \varepsilon} - 1)^*} \cdot \sqrt[3]{(e^{b \cdot \varepsilon} - 1)^*}} \cdot \left(\frac{(e^{\left(a + b\right) \cdot \varepsilon} - 1)^*}{\sqrt[3]{(e^{b \cdot \varepsilon} - 1)^*}} \cdot \frac{\varepsilon}{(e^{\varepsilon \cdot a} - 1)^*}\right)\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{b} + \frac{1}{a}\\ \end{array}\]

Runtime

Time bar (total: 26.9s)Debug logProfile

herbie shell --seed 2018235 +o rules:numerics
(FPCore (a b eps)
  :name "expq3 (problem 3.4.2)"
  :pre (and (< -1 eps) (< eps 1))

  :herbie-target
  (/ (+ a b) (* a b))

  (/ (* eps (- (exp (* (+ a b) eps)) 1)) (* (- (exp (* a eps)) 1) (- (exp (* b eps)) 1))))