Average Error: 58.3 → 4.6
Time: 39.6s
Precision: 64
Internal Precision: 2368
\[\frac{\varepsilon \cdot \left(e^{\left(a + b\right) \cdot \varepsilon} - 1\right)}{\left(e^{a \cdot \varepsilon} - 1\right) \cdot \left(e^{b \cdot \varepsilon} - 1\right)}\]
\[\begin{array}{l} \mathbf{if}\;a \le -6.810032246131824 \cdot 10^{+212} \lor \neg \left(a \le 7.690864542863468 \cdot 10^{+190}\right) \land a \le 1.4768088829653062 \cdot 10^{+258}:\\ \;\;\;\;\frac{\frac{\varepsilon \cdot \left(e^{\varepsilon \cdot \left(a + b\right)} - 1\right)}{e^{\varepsilon \cdot a} - 1}}{(e^{\varepsilon \cdot b} - 1)^*}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{a} + \frac{1}{b}\\ \end{array}\]

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

Original58.3
Target13.7
Herbie4.6
\[\frac{a + b}{a \cdot b}\]

Derivation

  1. Split input into 2 regimes
  2. if a < -6.810032246131824e+212 or 7.690864542863468e+190 < a < 1.4768088829653062e+258

    1. Initial program 47.6

      \[\frac{\varepsilon \cdot \left(e^{\left(a + b\right) \cdot \varepsilon} - 1\right)}{\left(e^{a \cdot \varepsilon} - 1\right) \cdot \left(e^{b \cdot \varepsilon} - 1\right)}\]
    2. Using strategy rm
    3. Applied associate-/r*47.6

      \[\leadsto \color{blue}{\frac{\frac{\varepsilon \cdot \left(e^{\left(a + b\right) \cdot \varepsilon} - 1\right)}{e^{a \cdot \varepsilon} - 1}}{e^{b \cdot \varepsilon} - 1}}\]
    4. Simplified24.9

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

    if -6.810032246131824e+212 < a < 7.690864542863468e+190 or 1.4768088829653062e+258 < a

    1. Initial program 59.5

      \[\frac{\varepsilon \cdot \left(e^{\left(a + b\right) \cdot \varepsilon} - 1\right)}{\left(e^{a \cdot \varepsilon} - 1\right) \cdot \left(e^{b \cdot \varepsilon} - 1\right)}\]
    2. Taylor expanded around 0 2.5

      \[\leadsto \color{blue}{\frac{1}{a} + \frac{1}{b}}\]
  3. Recombined 2 regimes into one program.
  4. Final simplification4.6

    \[\leadsto \begin{array}{l} \mathbf{if}\;a \le -6.810032246131824 \cdot 10^{+212} \lor \neg \left(a \le 7.690864542863468 \cdot 10^{+190}\right) \land a \le 1.4768088829653062 \cdot 10^{+258}:\\ \;\;\;\;\frac{\frac{\varepsilon \cdot \left(e^{\varepsilon \cdot \left(a + b\right)} - 1\right)}{e^{\varepsilon \cdot a} - 1}}{(e^{\varepsilon \cdot b} - 1)^*}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{a} + \frac{1}{b}\\ \end{array}\]

Runtime

Time bar (total: 39.6s)Debug logProfile

herbie shell --seed 2018219 +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))))