Average Error: 0.0 → 0.0
Time: 1.8m
Precision: 64
Internal Precision: 384
\[\left(a + b\right) \cdot \left(a + b\right)\]
\[b \cdot \left(a + a\right) + \left(a \cdot a + b \cdot b\right)\]

Error

Bits error versus a

Bits error versus b

Target

Original0.0
Target0.0
Herbie0.0
\[\left(\left(b \cdot a + b \cdot b\right) + b \cdot a\right) + a \cdot a\]

Derivation

  1. Initial program 0.0

    \[\left(a + b\right) \cdot \left(a + b\right)\]
  2. Using strategy rm
  3. Applied add-cbrt-cube0.5

    \[\leadsto \left(a + b\right) \cdot \color{blue}{\sqrt[3]{\left(\left(a + b\right) \cdot \left(a + b\right)\right) \cdot \left(a + b\right)}}\]
  4. Applied add-cbrt-cube0.8

    \[\leadsto \color{blue}{\sqrt[3]{\left(\left(a + b\right) \cdot \left(a + b\right)\right) \cdot \left(a + b\right)}} \cdot \sqrt[3]{\left(\left(a + b\right) \cdot \left(a + b\right)\right) \cdot \left(a + b\right)}\]
  5. Applied cbrt-unprod0.5

    \[\leadsto \color{blue}{\sqrt[3]{\left(\left(\left(a + b\right) \cdot \left(a + b\right)\right) \cdot \left(a + b\right)\right) \cdot \left(\left(\left(a + b\right) \cdot \left(a + b\right)\right) \cdot \left(a + b\right)\right)}}\]
  6. Applied simplify0.5

    \[\leadsto \sqrt[3]{\color{blue}{{\left(\left(b + a\right) \cdot \left(b + a\right)\right)}^{3}}}\]
  7. Taylor expanded around 0 0.5

    \[\leadsto \sqrt[3]{{\color{blue}{\left({a}^{2} + \left(2 \cdot \left(b \cdot a\right) + {b}^{2}\right)\right)}}^{3}}\]
  8. Applied simplify0.0

    \[\leadsto \color{blue}{\left(b \cdot a + b \cdot a\right) + \left(a \cdot a + b \cdot b\right)}\]
  9. Applied simplify0.0

    \[\leadsto \color{blue}{b \cdot \left(a + a\right)} + \left(a \cdot a + b \cdot b\right)\]
  10. Removed slow pow expressions.

Runtime

Time bar (total: 1.8m)Debug logProfile

herbie shell --seed '#(1063027428 1192549564 1443466578 604016274 3637110559 1698629644)' 
(FPCore (a b)
  :name "Expression 4, p15"
  :pre (and (<= 5 a 10) (<= 0 b 0.001))

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

  (* (+ a b) (+ a b)))