Average Error: 3.6 → 2.7
Time: 20.4s
Precision: 64
Internal Precision: 320
\[\left(a + \left(b + \left(c + d\right)\right)\right) \cdot 2\]
\[\sqrt[3]{\left(\left(\left(a + \left(c + b\right)\right) + d\right) \cdot \left(\left(a + \left(c + b\right)\right) + d\right)\right) \cdot \left(\left(d + \left(c + b\right)\right) + a\right)} \cdot 2\]

Error

Bits error versus a

Bits error versus b

Bits error versus c

Bits error versus d

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original3.6
Target3.8
Herbie2.7
\[\left(a + b\right) \cdot 2 + \left(c + d\right) \cdot 2\]

Derivation

  1. Initial program 3.6

    \[\left(a + \left(b + \left(c + d\right)\right)\right) \cdot 2\]
  2. Initial simplification3.1

    \[\leadsto 2 \cdot \left(\left(a + c\right) + \left(b + d\right)\right)\]
  3. Using strategy rm
  4. Applied associate-+r+3.1

    \[\leadsto 2 \cdot \color{blue}{\left(\left(\left(a + c\right) + b\right) + d\right)}\]
  5. Taylor expanded around -inf 2.7

    \[\leadsto 2 \cdot \left(\color{blue}{\left(a + \left(b + c\right)\right)} + d\right)\]
  6. Using strategy rm
  7. Applied add-cbrt-cube2.9

    \[\leadsto 2 \cdot \color{blue}{\sqrt[3]{\left(\left(\left(a + \left(b + c\right)\right) + d\right) \cdot \left(\left(a + \left(b + c\right)\right) + d\right)\right) \cdot \left(\left(a + \left(b + c\right)\right) + d\right)}}\]
  8. Using strategy rm
  9. Applied associate-+l+2.7

    \[\leadsto 2 \cdot \sqrt[3]{\left(\left(\left(a + \left(b + c\right)\right) + d\right) \cdot \left(\left(a + \left(b + c\right)\right) + d\right)\right) \cdot \color{blue}{\left(a + \left(\left(b + c\right) + d\right)\right)}}\]
  10. Final simplification2.7

    \[\leadsto \sqrt[3]{\left(\left(\left(a + \left(c + b\right)\right) + d\right) \cdot \left(\left(a + \left(c + b\right)\right) + d\right)\right) \cdot \left(\left(d + \left(c + b\right)\right) + a\right)} \cdot 2\]

Runtime

Time bar (total: 20.4s)Debug logProfile

BaselineHerbieOracleSpan%
Regimes2.72.71.31.50%
herbie shell --seed 2018295 +o rules:numerics
(FPCore (a b c d)
  :name "Expression, p6"
  :pre (and (<= -14 a -13) (<= -3 b -2) (<= 3 c 3.5) (<= 12.5 d 13.5))

  :herbie-target
  (+ (* (+ a b) 2) (* (+ c d) 2))

  (* (+ a (+ b (+ c d))) 2))