Average Error: 31.3 → 4.5
Time: 5.2m
Precision: 64
Internal Precision: 576
\[\frac{2}{\left(\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \tan k\right) \cdot \left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right)}\]
\[\begin{array}{l} \mathbf{if}\;k \le -1.4963373848521358 \cdot 10^{-53} \lor \neg \left(k \le 3.561642584406255 \cdot 10^{-78}\right):\\ \;\;\;\;\frac{\frac{2}{t}}{\frac{(2 \cdot \left(\left(\frac{t}{\ell} \cdot \sin k\right) \cdot \frac{\frac{t}{\ell}}{\cos k}\right) + \left(\frac{\sin k}{\cos k} \cdot \left(\frac{k}{\ell} \cdot \frac{k}{\ell}\right)\right))_*}{\frac{1}{\sin k}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{\ell}{t} \cdot 2}{\sqrt[3]{\tan k} \cdot \sqrt[3]{\tan k}} \cdot \frac{\frac{\frac{\frac{\ell}{t}}{\sin k}}{(\left(\frac{k}{t}\right) \cdot \left(\frac{k}{t}\right) + 2)_*}}{\sqrt[3]{\tan k} \cdot t}\\ \end{array}\]

Error

Bits error versus t

Bits error versus l

Bits error versus k

Derivation

  1. Split input into 2 regimes
  2. if k < -1.4963373848521358e-53 or 3.561642584406255e-78 < k

    1. Initial program 30.5

      \[\frac{2}{\left(\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \tan k\right) \cdot \left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right)}\]
    2. Initial simplification18.4

      \[\leadsto \frac{\frac{\frac{2}{t} \cdot \left(\frac{\ell}{t} \cdot \frac{\ell}{t}\right)}{\sin k \cdot \tan k}}{(\left(\frac{k}{t}\right) \cdot \left(\frac{k}{t}\right) + 2)_*}\]
    3. Using strategy rm
    4. Applied times-frac18.2

      \[\leadsto \frac{\color{blue}{\frac{\frac{2}{t}}{\sin k} \cdot \frac{\frac{\ell}{t} \cdot \frac{\ell}{t}}{\tan k}}}{(\left(\frac{k}{t}\right) \cdot \left(\frac{k}{t}\right) + 2)_*}\]
    5. Applied associate-/l*16.4

      \[\leadsto \color{blue}{\frac{\frac{\frac{2}{t}}{\sin k}}{\frac{(\left(\frac{k}{t}\right) \cdot \left(\frac{k}{t}\right) + 2)_*}{\frac{\frac{\ell}{t} \cdot \frac{\ell}{t}}{\tan k}}}}\]
    6. Taylor expanded around inf 21.9

      \[\leadsto \frac{\frac{\frac{2}{t}}{\sin k}}{\color{blue}{\frac{\sin k \cdot {k}^{2}}{\cos k \cdot {\ell}^{2}} + 2 \cdot \frac{{t}^{2} \cdot \sin k}{{\ell}^{2} \cdot \cos k}}}\]
    7. Simplified5.1

      \[\leadsto \frac{\frac{\frac{2}{t}}{\sin k}}{\color{blue}{(2 \cdot \left(\frac{\frac{t}{\ell} \cdot \frac{t}{\ell}}{\frac{\cos k}{\sin k}}\right) + \left(\left(\frac{k}{\ell} \cdot \frac{k}{\ell}\right) \cdot \frac{\sin k}{\cos k}\right))_*}}\]
    8. Using strategy rm
    9. Applied div-inv5.1

      \[\leadsto \frac{\frac{\frac{2}{t}}{\sin k}}{(2 \cdot \left(\frac{\frac{t}{\ell} \cdot \frac{t}{\ell}}{\color{blue}{\cos k \cdot \frac{1}{\sin k}}}\right) + \left(\left(\frac{k}{\ell} \cdot \frac{k}{\ell}\right) \cdot \frac{\sin k}{\cos k}\right))_*}\]
    10. Applied times-frac5.1

      \[\leadsto \frac{\frac{\frac{2}{t}}{\sin k}}{(2 \cdot \color{blue}{\left(\frac{\frac{t}{\ell}}{\cos k} \cdot \frac{\frac{t}{\ell}}{\frac{1}{\sin k}}\right)} + \left(\left(\frac{k}{\ell} \cdot \frac{k}{\ell}\right) \cdot \frac{\sin k}{\cos k}\right))_*}\]
    11. Simplified5.1

      \[\leadsto \frac{\frac{\frac{2}{t}}{\sin k}}{(2 \cdot \left(\frac{\frac{t}{\ell}}{\cos k} \cdot \color{blue}{\left(\sin k \cdot \frac{t}{\ell}\right)}\right) + \left(\left(\frac{k}{\ell} \cdot \frac{k}{\ell}\right) \cdot \frac{\sin k}{\cos k}\right))_*}\]
    12. Using strategy rm
    13. Applied div-inv5.1

      \[\leadsto \frac{\color{blue}{\frac{2}{t} \cdot \frac{1}{\sin k}}}{(2 \cdot \left(\frac{\frac{t}{\ell}}{\cos k} \cdot \left(\sin k \cdot \frac{t}{\ell}\right)\right) + \left(\left(\frac{k}{\ell} \cdot \frac{k}{\ell}\right) \cdot \frac{\sin k}{\cos k}\right))_*}\]
    14. Applied associate-/l*5.1

      \[\leadsto \color{blue}{\frac{\frac{2}{t}}{\frac{(2 \cdot \left(\frac{\frac{t}{\ell}}{\cos k} \cdot \left(\sin k \cdot \frac{t}{\ell}\right)\right) + \left(\left(\frac{k}{\ell} \cdot \frac{k}{\ell}\right) \cdot \frac{\sin k}{\cos k}\right))_*}{\frac{1}{\sin k}}}}\]

    if -1.4963373848521358e-53 < k < 3.561642584406255e-78

    1. Initial program 33.5

      \[\frac{2}{\left(\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \tan k\right) \cdot \left(\left(1 + {\left(\frac{k}{t}\right)}^{2}\right) + 1\right)}\]
    2. Initial simplification41.3

      \[\leadsto \frac{\frac{\frac{2}{t} \cdot \left(\frac{\ell}{t} \cdot \frac{\ell}{t}\right)}{\sin k \cdot \tan k}}{(\left(\frac{k}{t}\right) \cdot \left(\frac{k}{t}\right) + 2)_*}\]
    3. Using strategy rm
    4. Applied times-frac17.0

      \[\leadsto \frac{\color{blue}{\frac{\frac{2}{t}}{\sin k} \cdot \frac{\frac{\ell}{t} \cdot \frac{\ell}{t}}{\tan k}}}{(\left(\frac{k}{t}\right) \cdot \left(\frac{k}{t}\right) + 2)_*}\]
    5. Applied associate-/l*16.6

      \[\leadsto \color{blue}{\frac{\frac{\frac{2}{t}}{\sin k}}{\frac{(\left(\frac{k}{t}\right) \cdot \left(\frac{k}{t}\right) + 2)_*}{\frac{\frac{\ell}{t} \cdot \frac{\ell}{t}}{\tan k}}}}\]
    6. Using strategy rm
    7. Applied add-cube-cbrt16.9

      \[\leadsto \frac{\frac{\frac{2}{t}}{\sin k}}{\frac{(\left(\frac{k}{t}\right) \cdot \left(\frac{k}{t}\right) + 2)_*}{\frac{\frac{\ell}{t} \cdot \frac{\ell}{t}}{\color{blue}{\left(\sqrt[3]{\tan k} \cdot \sqrt[3]{\tan k}\right) \cdot \sqrt[3]{\tan k}}}}}\]
    8. Applied times-frac7.4

      \[\leadsto \frac{\frac{\frac{2}{t}}{\sin k}}{\frac{(\left(\frac{k}{t}\right) \cdot \left(\frac{k}{t}\right) + 2)_*}{\color{blue}{\frac{\frac{\ell}{t}}{\sqrt[3]{\tan k} \cdot \sqrt[3]{\tan k}} \cdot \frac{\frac{\ell}{t}}{\sqrt[3]{\tan k}}}}}\]
    9. Applied *-un-lft-identity7.4

      \[\leadsto \frac{\frac{\frac{2}{t}}{\sin k}}{\frac{\color{blue}{1 \cdot (\left(\frac{k}{t}\right) \cdot \left(\frac{k}{t}\right) + 2)_*}}{\frac{\frac{\ell}{t}}{\sqrt[3]{\tan k} \cdot \sqrt[3]{\tan k}} \cdot \frac{\frac{\ell}{t}}{\sqrt[3]{\tan k}}}}\]
    10. Applied times-frac7.2

      \[\leadsto \frac{\frac{\frac{2}{t}}{\sin k}}{\color{blue}{\frac{1}{\frac{\frac{\ell}{t}}{\sqrt[3]{\tan k} \cdot \sqrt[3]{\tan k}}} \cdot \frac{(\left(\frac{k}{t}\right) \cdot \left(\frac{k}{t}\right) + 2)_*}{\frac{\frac{\ell}{t}}{\sqrt[3]{\tan k}}}}}\]
    11. Applied *-un-lft-identity7.2

      \[\leadsto \frac{\frac{\frac{2}{t}}{\color{blue}{1 \cdot \sin k}}}{\frac{1}{\frac{\frac{\ell}{t}}{\sqrt[3]{\tan k} \cdot \sqrt[3]{\tan k}}} \cdot \frac{(\left(\frac{k}{t}\right) \cdot \left(\frac{k}{t}\right) + 2)_*}{\frac{\frac{\ell}{t}}{\sqrt[3]{\tan k}}}}\]
    12. Applied div-inv7.2

      \[\leadsto \frac{\frac{\color{blue}{2 \cdot \frac{1}{t}}}{1 \cdot \sin k}}{\frac{1}{\frac{\frac{\ell}{t}}{\sqrt[3]{\tan k} \cdot \sqrt[3]{\tan k}}} \cdot \frac{(\left(\frac{k}{t}\right) \cdot \left(\frac{k}{t}\right) + 2)_*}{\frac{\frac{\ell}{t}}{\sqrt[3]{\tan k}}}}\]
    13. Applied times-frac7.2

      \[\leadsto \frac{\color{blue}{\frac{2}{1} \cdot \frac{\frac{1}{t}}{\sin k}}}{\frac{1}{\frac{\frac{\ell}{t}}{\sqrt[3]{\tan k} \cdot \sqrt[3]{\tan k}}} \cdot \frac{(\left(\frac{k}{t}\right) \cdot \left(\frac{k}{t}\right) + 2)_*}{\frac{\frac{\ell}{t}}{\sqrt[3]{\tan k}}}}\]
    14. Applied times-frac4.6

      \[\leadsto \color{blue}{\frac{\frac{2}{1}}{\frac{1}{\frac{\frac{\ell}{t}}{\sqrt[3]{\tan k} \cdot \sqrt[3]{\tan k}}}} \cdot \frac{\frac{\frac{1}{t}}{\sin k}}{\frac{(\left(\frac{k}{t}\right) \cdot \left(\frac{k}{t}\right) + 2)_*}{\frac{\frac{\ell}{t}}{\sqrt[3]{\tan k}}}}}\]
    15. Simplified4.6

      \[\leadsto \color{blue}{\frac{\frac{\ell}{t} \cdot 2}{\sqrt[3]{\tan k} \cdot \sqrt[3]{\tan k}}} \cdot \frac{\frac{\frac{1}{t}}{\sin k}}{\frac{(\left(\frac{k}{t}\right) \cdot \left(\frac{k}{t}\right) + 2)_*}{\frac{\frac{\ell}{t}}{\sqrt[3]{\tan k}}}}\]
    16. Simplified2.8

      \[\leadsto \frac{\frac{\ell}{t} \cdot 2}{\sqrt[3]{\tan k} \cdot \sqrt[3]{\tan k}} \cdot \color{blue}{\frac{\frac{\frac{\frac{\ell}{t}}{\sin k}}{(\left(\frac{k}{t}\right) \cdot \left(\frac{k}{t}\right) + 2)_*}}{t \cdot \sqrt[3]{\tan k}}}\]
  3. Recombined 2 regimes into one program.
  4. Final simplification4.5

    \[\leadsto \begin{array}{l} \mathbf{if}\;k \le -1.4963373848521358 \cdot 10^{-53} \lor \neg \left(k \le 3.561642584406255 \cdot 10^{-78}\right):\\ \;\;\;\;\frac{\frac{2}{t}}{\frac{(2 \cdot \left(\left(\frac{t}{\ell} \cdot \sin k\right) \cdot \frac{\frac{t}{\ell}}{\cos k}\right) + \left(\frac{\sin k}{\cos k} \cdot \left(\frac{k}{\ell} \cdot \frac{k}{\ell}\right)\right))_*}{\frac{1}{\sin k}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{\ell}{t} \cdot 2}{\sqrt[3]{\tan k} \cdot \sqrt[3]{\tan k}} \cdot \frac{\frac{\frac{\frac{\ell}{t}}{\sin k}}{(\left(\frac{k}{t}\right) \cdot \left(\frac{k}{t}\right) + 2)_*}}{\sqrt[3]{\tan k} \cdot t}\\ \end{array}\]

Runtime

Time bar (total: 5.2m)Debug logProfile

BaselineHerbieOracleSpan%
Regimes5.64.53.32.345.1%
herbie shell --seed 2018290 +o rules:numerics
(FPCore (t l k)
  :name "Toniolo and Linder, Equation (10+)"
  (/ 2 (* (* (* (/ (pow t 3) (* l l)) (sin k)) (tan k)) (+ (+ 1 (pow (/ k t) 2)) 1))))