Average Error: 27.9 → 28.6
Time: 1.6m
Precision: 64
Internal Precision: 576
\[\frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\left(\left(\left(y + a\right) \cdot y + b\right) \cdot y + c\right) \cdot y + i}\]
\[\frac{t + \left(230661.510616 + \left(z + x \cdot y\right) \cdot \left(y \cdot y\right)\right) \cdot y}{\left(\left(y \cdot \left(a + y\right) + b\right) \cdot y + c\right) \cdot y + i}\]

Error

Bits error versus x

Bits error versus y

Bits error versus z

Bits error versus t

Bits error versus a

Bits error versus b

Bits error versus c

Bits error versus i

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Derivation

  1. Initial program 27.9

    \[\frac{\left(\left(\left(x \cdot y + z\right) \cdot y + 27464.7644705\right) \cdot y + 230661.510616\right) \cdot y + t}{\left(\left(\left(y + a\right) \cdot y + b\right) \cdot y + c\right) \cdot y + i}\]
  2. Taylor expanded around -inf 28.6

    \[\leadsto \frac{\left(\color{blue}{\left(z \cdot {y}^{2} + x \cdot {y}^{3}\right)} + 230661.510616\right) \cdot y + t}{\left(\left(\left(y + a\right) \cdot y + b\right) \cdot y + c\right) \cdot y + i}\]
  3. Simplified28.6

    \[\leadsto \frac{\left(\color{blue}{\left(x \cdot y + z\right) \cdot \left(y \cdot y\right)} + 230661.510616\right) \cdot y + t}{\left(\left(\left(y + a\right) \cdot y + b\right) \cdot y + c\right) \cdot y + i}\]
  4. Final simplification28.6

    \[\leadsto \frac{t + \left(230661.510616 + \left(z + x \cdot y\right) \cdot \left(y \cdot y\right)\right) \cdot y}{\left(\left(y \cdot \left(a + y\right) + b\right) \cdot y + c\right) \cdot y + i}\]

Runtime

Time bar (total: 1.6m)Debug logProfile

BaselineHerbieOracleSpan%
Regimes28.628.627.11.40%
herbie shell --seed 2018263 
(FPCore (x y z t a b c i)
  :name "Numeric.SpecFunctions:logGamma from math-functions-0.1.5.2"
  (/ (+ (* (+ (* (+ (* (+ (* x y) z) y) 27464.7644705) y) 230661.510616) y) t) (+ (* (+ (* (+ (* (+ y a) y) b) y) c) y) i)))