Average Error: 17.3 → 7.8
Time: 44.8s
Precision: 64
Internal Precision: 576
\[\left(\left(-2 \cdot J\right) \cdot \cos \left(\frac{K}{2}\right)\right) \cdot \sqrt{1 + {\left(\frac{U}{\left(2 \cdot J\right) \cdot \cos \left(\frac{K}{2}\right)}\right)}^{2}}\]
\[\left(\left(J \cdot -2\right) \cdot \cos \left(\frac{K}{2}\right)\right) \cdot \sqrt{1^2 + \left(\frac{U}{2} \cdot \frac{\frac{1}{J}}{\cos \left(\frac{K}{2}\right)}\right)^2}^*\]

Error

Bits error versus J

Bits error versus K

Bits error versus U

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Derivation

  1. Initial program 17.3

    \[\left(\left(-2 \cdot J\right) \cdot \cos \left(\frac{K}{2}\right)\right) \cdot \sqrt{1 + {\left(\frac{U}{\left(2 \cdot J\right) \cdot \cos \left(\frac{K}{2}\right)}\right)}^{2}}\]
  2. Initial simplification7.7

    \[\leadsto \sqrt{1^2 + \left(\frac{\frac{\frac{U}{2}}{J}}{\cos \left(\frac{K}{2}\right)}\right)^2}^* \cdot \left(\cos \left(\frac{K}{2}\right) \cdot \left(-2 \cdot J\right)\right)\]
  3. Using strategy rm
  4. Applied *-un-lft-identity7.7

    \[\leadsto \sqrt{1^2 + \left(\frac{\frac{\frac{U}{2}}{J}}{\color{blue}{1 \cdot \cos \left(\frac{K}{2}\right)}}\right)^2}^* \cdot \left(\cos \left(\frac{K}{2}\right) \cdot \left(-2 \cdot J\right)\right)\]
  5. Applied div-inv7.8

    \[\leadsto \sqrt{1^2 + \left(\frac{\color{blue}{\frac{U}{2} \cdot \frac{1}{J}}}{1 \cdot \cos \left(\frac{K}{2}\right)}\right)^2}^* \cdot \left(\cos \left(\frac{K}{2}\right) \cdot \left(-2 \cdot J\right)\right)\]
  6. Applied times-frac7.8

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

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

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

Runtime

Time bar (total: 44.8s)Debug logProfile

BaselineHerbieOracleSpan%
Regimes7.87.83.74.10%
herbie shell --seed 2018263 +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)))))