Average Error: 1.1 → 0.4
Time: 2.2m
Precision: 64
Internal Precision: 320
\[\sqrt{\frac{1}{2} \cdot \left(1 + \frac{1}{\sqrt{1 + {\left(\frac{2 \cdot \ell}{Om}\right)}^{2} \cdot \left({\left(\sin kx\right)}^{2} + {\left(\sin ky\right)}^{2}\right)}}\right)}\]
\[\sqrt{\frac{1}{2} \cdot \left(1 + \frac{1}{\log_* (1 + (e^{\sqrt{1^2 + \left(\frac{\ell}{\frac{Om}{2}} \cdot \sqrt{\left(\sin kx\right)^2 + \left(\sin ky\right)^2}^*\right)^2}^*} - 1)^*)}\right)}\]

Error

Bits error versus l

Bits error versus Om

Bits error versus kx

Bits error versus ky

Derivation

  1. Initial program 1.1

    \[\sqrt{\frac{1}{2} \cdot \left(1 + \frac{1}{\sqrt{1 + {\left(\frac{2 \cdot \ell}{Om}\right)}^{2} \cdot \left({\left(\sin kx\right)}^{2} + {\left(\sin ky\right)}^{2}\right)}}\right)}\]
  2. Using strategy rm
  3. Applied add-sqr-sqrt1.1

    \[\leadsto \sqrt{\frac{1}{2} \cdot \left(1 + \frac{1}{\sqrt{1 + {\left(\frac{2 \cdot \ell}{Om}\right)}^{2} \cdot \color{blue}{\left(\sqrt{{\left(\sin kx\right)}^{2} + {\left(\sin ky\right)}^{2}} \cdot \sqrt{{\left(\sin kx\right)}^{2} + {\left(\sin ky\right)}^{2}}\right)}}}\right)}\]
  4. Applied associate-*r*1.1

    \[\leadsto \sqrt{\frac{1}{2} \cdot \left(1 + \frac{1}{\sqrt{1 + \color{blue}{\left({\left(\frac{2 \cdot \ell}{Om}\right)}^{2} \cdot \sqrt{{\left(\sin kx\right)}^{2} + {\left(\sin ky\right)}^{2}}\right) \cdot \sqrt{{\left(\sin kx\right)}^{2} + {\left(\sin ky\right)}^{2}}}}}\right)}\]
  5. Applied simplify0.8

    \[\leadsto \sqrt{\frac{1}{2} \cdot \left(1 + \frac{1}{\sqrt{1 + \color{blue}{\left(\left(\left(\frac{\ell}{Om} \cdot 2\right) \cdot \sqrt{\left(\sin ky\right)^2 + \left(\sin kx\right)^2}^*\right) \cdot \left(\frac{\ell}{Om} \cdot 2\right)\right)} \cdot \sqrt{{\left(\sin kx\right)}^{2} + {\left(\sin ky\right)}^{2}}}}\right)}\]
  6. Using strategy rm
  7. Applied log1p-expm1-u1.2

    \[\leadsto \sqrt{\frac{1}{2} \cdot \left(1 + \frac{1}{\color{blue}{\log_* (1 + (e^{\sqrt{1 + \left(\left(\left(\frac{\ell}{Om} \cdot 2\right) \cdot \sqrt{\left(\sin ky\right)^2 + \left(\sin kx\right)^2}^*\right) \cdot \left(\frac{\ell}{Om} \cdot 2\right)\right) \cdot \sqrt{{\left(\sin kx\right)}^{2} + {\left(\sin ky\right)}^{2}}}} - 1)^*)}}\right)}\]
  8. Applied simplify0.4

    \[\leadsto \sqrt{\frac{1}{2} \cdot \left(1 + \frac{1}{\log_* (1 + \color{blue}{(e^{\sqrt{1^2 + \left(\frac{\ell}{\frac{Om}{2}} \cdot \sqrt{\left(\sin kx\right)^2 + \left(\sin ky\right)^2}^*\right)^2}^*} - 1)^*})}\right)}\]

Runtime

Time bar (total: 2.2m)Debug logProfile

herbie shell --seed '#(1071373924 2949776965 1885069702 3247780810 90874544 2263903749)' +o rules:numerics
(FPCore (l Om kx ky)
  :name "Toniolo and Linder, Equation (3a)"
  (sqrt (* (/ 1 2) (+ 1 (/ 1 (sqrt (+ 1 (* (pow (/ (* 2 l) Om) 2) (+ (pow (sin kx) 2) (pow (sin ky) 2))))))))))