Average Error: 17.5 → 7.8
Time: 27.1s
Precision: 64
Internal Precision: 128
\[\left(\left(-2 \cdot J\right) \cdot \cos \left(\frac{K}{2}\right)\right) \cdot \sqrt{1 + {\left(\frac{U}{\left(2 \cdot J\right) \cdot \cos \left(\frac{K}{2}\right)}\right)}^{2}}\]
\[\left(-2 \cdot \left(\cos \left(\frac{K}{2}\right) \cdot J\right)\right) \cdot \sqrt{1^2 + \left(\frac{U}{\left(\cos \left(\frac{K}{2}\right) \cdot J\right) \cdot 2}\right)^2}^*\]

Error

Bits error versus J

Bits error versus K

Bits error versus U

Derivation

  1. Initial program 17.5

    \[\left(\left(-2 \cdot J\right) \cdot \cos \left(\frac{K}{2}\right)\right) \cdot \sqrt{1 + {\left(\frac{U}{\left(2 \cdot J\right) \cdot \cos \left(\frac{K}{2}\right)}\right)}^{2}}\]
  2. Simplified7.8

    \[\leadsto \color{blue}{\sqrt{1^2 + \left(\frac{U}{2 \cdot \left(\cos \left(\frac{K}{2}\right) \cdot J\right)}\right)^2}^* \cdot \left(-2 \cdot \left(\cos \left(\frac{K}{2}\right) \cdot J\right)\right)}\]
  3. Final simplification7.8

    \[\leadsto \left(-2 \cdot \left(\cos \left(\frac{K}{2}\right) \cdot J\right)\right) \cdot \sqrt{1^2 + \left(\frac{U}{\left(\cos \left(\frac{K}{2}\right) \cdot J\right) \cdot 2}\right)^2}^*\]

Reproduce

herbie shell --seed 2019089 +o rules:numerics
(FPCore (J K U)
  :name "Maksimov and Kolovsky, Equation (3)"
  (* (* (* -2 J) (cos (/ K 2))) (sqrt (+ 1 (pow (/ U (* (* 2 J) (cos (/ K 2)))) 2)))))