Toniolo and Linder, Equation (10-)

Average Error: 47.4 → 8.0

Time: 24.0s

Precision: binary64

Math

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

↓

\[\begin{array}{l} \mathbf{if}\;k \leq -7.007129757028244 \cdot 10^{+101}:\\ \;\;\;\;\left(\frac{\ell}{k} \cdot \frac{\ell}{k}\right) \cdot \frac{2}{\frac{t \cdot {\sin k}^{2}}{\cos k}}\\ \mathbf{elif}\;k \leq -2.894035770799735 \cdot 10^{-46}:\\ \;\;\;\;\ell \cdot \left(\frac{\ell}{k} \cdot \frac{2}{\frac{k \cdot \left(t \cdot {\sin k}^{2}\right)}{\cos k}}\right)\\ \mathbf{elif}\;k \leq 5.278128558933203 \cdot 10^{-22}:\\ \;\;\;\;\left(\frac{\ell}{k} \cdot \frac{\ell}{k}\right) \cdot \frac{2}{\frac{t \cdot {\sin k}^{2}}{\cos k}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\ell}{\sqrt[3]{k} \cdot \sqrt[3]{k}} \cdot \left(\frac{2}{\frac{k \cdot \left(t \cdot {\sin k}^{2}\right)}{\cos k}} \cdot \frac{\ell}{\sqrt[3]{k}}\right)\\ \end{array}\]

FPCore

(FPCore (t l k)
 :precision binary64
 (/
  2.0
  (*
   (* (* (/ (pow t 3.0) (* l l)) (sin k)) (tan k))
   (- (+ 1.0 (pow (/ k t) 2.0)) 1.0))))

↓

(FPCore (t l k)
 :precision binary64
 (if (<= k -7.007129757028244e+101)
   (* (* (/ l k) (/ l k)) (/ 2.0 (/ (* t (pow (sin k) 2.0)) (cos k))))
   (if (<= k -2.894035770799735e-46)
     (* l (* (/ l k) (/ 2.0 (/ (* k (* t (pow (sin k) 2.0))) (cos k)))))
     (if (<= k 5.278128558933203e-22)
       (* (* (/ l k) (/ l k)) (/ 2.0 (/ (* t (pow (sin k) 2.0)) (cos k))))
       (*
        (/ l (* (cbrt k) (cbrt k)))
        (*
         (/ 2.0 (/ (* k (* t (pow (sin k) 2.0))) (cos k)))
         (/ l (cbrt k))))))))

C

double code(double t, double l, double k) {
	return 2.0 / ((((pow(t, 3.0) / (l * l)) * sin(k)) * tan(k)) * ((1.0 + pow((k / t), 2.0)) - 1.0));
}

↓

double code(double t, double l, double k) {
	double tmp;
	if (k <= -7.007129757028244e+101) {
		tmp = ((l / k) * (l / k)) * (2.0 / ((t * pow(sin(k), 2.0)) / cos(k)));
	} else if (k <= -2.894035770799735e-46) {
		tmp = l * ((l / k) * (2.0 / ((k * (t * pow(sin(k), 2.0))) / cos(k))));
	} else if (k <= 5.278128558933203e-22) {
		tmp = ((l / k) * (l / k)) * (2.0 / ((t * pow(sin(k), 2.0)) / cos(k)));
	} else {
		tmp = (l / (cbrt(k) * cbrt(k))) * ((2.0 / ((k * (t * pow(sin(k), 2.0))) / cos(k))) * (l / cbrt(k)));
	}
	return tmp;
}

Error

Bits error versus t

Bits error versus l

Bits error versus k

Derivation

1. Split input into 3 regimes

2. if k < -7.00712975702824407e101 or -2.89403577079973502e-46 < k < 5.2781285589332029e-22

   1. Initial program 49.5

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

   2. Simplified 43.3

      \[\leadsto \color{blue}{\frac{2}{\left(\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \tan k\right) \cdot {\left(\frac{k}{t}\right)}^{2}}}\]

   3. Taylor expanded around inf 29.2

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

   4. Simplified 29.2

      \[\leadsto \frac{2}{\color{blue}{\frac{\left(k \cdot k\right) \cdot \left(t \cdot {\sin k}^{2}\right)}{\left(\ell \cdot \ell\right) \cdot \cos k}}}\]
   5. Using strategy rm

   6. Applied associate-*l*_binary64 26.8

      \[\leadsto \frac{2}{\frac{\color{blue}{k \cdot \left(k \cdot \left(t \cdot {\sin k}^{2}\right)\right)}}{\left(\ell \cdot \ell\right) \cdot \cos k}}\]
   7. Using strategy rm

   8. Applied times-frac_binary64 23.3

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

   9. Applied *-un-lft-identity_binary64 23.3

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

   10. Applied times-frac_binary64 23.4

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

   11. Simplified 23.3

       \[\leadsto \color{blue}{\frac{\ell \cdot \ell}{k}} \cdot \frac{2}{\frac{k \cdot \left(t \cdot {\sin k}^{2}\right)}{\cos k}}\]
   12. Using strategy rm

   13. Applied *-un-lft-identity_binary64 23.3

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

   14. Applied times-frac_binary64 23.3

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

   15. Applied *-un-lft-identity_binary64 23.3

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

   16. Applied times-frac_binary64 23.3

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

   17. Applied associate-*r*_binary64 24.4

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

   18. Simplified 12.5

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

   if -7.00712975702824407e101 < k < -2.89403577079973502e-46

   1. Initial program 51.4

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

   2. Simplified 42.0

      \[\leadsto \color{blue}{\frac{2}{\left(\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \tan k\right) \cdot {\left(\frac{k}{t}\right)}^{2}}}\]

   3. Taylor expanded around inf 13.6

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

   4. Simplified 13.6

      \[\leadsto \frac{2}{\color{blue}{\frac{\left(k \cdot k\right) \cdot \left(t \cdot {\sin k}^{2}\right)}{\left(\ell \cdot \ell\right) \cdot \cos k}}}\]
   5. Using strategy rm

   6. Applied associate-*l*_binary64 13.6

      \[\leadsto \frac{2}{\frac{\color{blue}{k \cdot \left(k \cdot \left(t \cdot {\sin k}^{2}\right)\right)}}{\left(\ell \cdot \ell\right) \cdot \cos k}}\]
   7. Using strategy rm

   8. Applied times-frac_binary64 13.7

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

   9. Applied *-un-lft-identity_binary64 13.7

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

   10. Applied times-frac_binary64 13.7

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

   11. Simplified 13.4

       \[\leadsto \color{blue}{\frac{\ell \cdot \ell}{k}} \cdot \frac{2}{\frac{k \cdot \left(t \cdot {\sin k}^{2}\right)}{\cos k}}\]
   12. Using strategy rm

   13. Applied *-un-lft-identity_binary64 13.4

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

   14. Applied times-frac_binary64 12.2

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

   15. Applied associate-*l*_binary64 3.4

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

   16. Simplified 3.4

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

   if 5.2781285589332029e-22 < k

   1. Initial program 43.5

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

   2. Simplified 35.5

      \[\leadsto \color{blue}{\frac{2}{\left(\left(\frac{{t}^{3}}{\ell \cdot \ell} \cdot \sin k\right) \cdot \tan k\right) \cdot {\left(\frac{k}{t}\right)}^{2}}}\]

   3. Taylor expanded around inf 19.5

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

   4. Simplified 19.5

      \[\leadsto \frac{2}{\color{blue}{\frac{\left(k \cdot k\right) \cdot \left(t \cdot {\sin k}^{2}\right)}{\left(\ell \cdot \ell\right) \cdot \cos k}}}\]
   5. Using strategy rm

   6. Applied associate-*l*_binary64 16.7

      \[\leadsto \frac{2}{\frac{\color{blue}{k \cdot \left(k \cdot \left(t \cdot {\sin k}^{2}\right)\right)}}{\left(\ell \cdot \ell\right) \cdot \cos k}}\]
   7. Using strategy rm

   8. Applied times-frac_binary64 14.6

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

   9. Applied *-un-lft-identity_binary64 14.6

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

   10. Applied times-frac_binary64 14.5

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

   11. Simplified 14.4

       \[\leadsto \color{blue}{\frac{\ell \cdot \ell}{k}} \cdot \frac{2}{\frac{k \cdot \left(t \cdot {\sin k}^{2}\right)}{\cos k}}\]
   12. Using strategy rm

   13. Applied add-cube-cbrt_binary64 14.6

       \[\leadsto \frac{\ell \cdot \ell}{\color{blue}{\left(\sqrt[3]{k} \cdot \sqrt[3]{k}\right) \cdot \sqrt[3]{k}}} \cdot \frac{2}{\frac{k \cdot \left(t \cdot {\sin k}^{2}\right)}{\cos k}}\]

   14. Applied times-frac_binary64 8.8

       \[\leadsto \color{blue}{\left(\frac{\ell}{\sqrt[3]{k} \cdot \sqrt[3]{k}} \cdot \frac{\ell}{\sqrt[3]{k}}\right)} \cdot \frac{2}{\frac{k \cdot \left(t \cdot {\sin k}^{2}\right)}{\cos k}}\]

   15. Applied associate-*l*_binary64 4.8

       \[\leadsto \color{blue}{\frac{\ell}{\sqrt[3]{k} \cdot \sqrt[3]{k}} \cdot \left(\frac{\ell}{\sqrt[3]{k}} \cdot \frac{2}{\frac{k \cdot \left(t \cdot {\sin k}^{2}\right)}{\cos k}}\right)}\]

   16. Simplified 4.8

       \[\leadsto \frac{\ell}{\sqrt[3]{k} \cdot \sqrt[3]{k}} \cdot \color{blue}{\left(\frac{2}{\frac{k \cdot \left(t \cdot {\sin k}^{2}\right)}{\cos k}} \cdot \frac{\ell}{\sqrt[3]{k}}\right)}\]
3. Recombined 3 regimes into one program.

4. Final simplification 8.0

   \[\leadsto \begin{array}{l} \mathbf{if}\;k \leq -7.007129757028244 \cdot 10^{+101}:\\ \;\;\;\;\left(\frac{\ell}{k} \cdot \frac{\ell}{k}\right) \cdot \frac{2}{\frac{t \cdot {\sin k}^{2}}{\cos k}}\\ \mathbf{elif}\;k \leq -2.894035770799735 \cdot 10^{-46}:\\ \;\;\;\;\ell \cdot \left(\frac{\ell}{k} \cdot \frac{2}{\frac{k \cdot \left(t \cdot {\sin k}^{2}\right)}{\cos k}}\right)\\ \mathbf{elif}\;k \leq 5.278128558933203 \cdot 10^{-22}:\\ \;\;\;\;\left(\frac{\ell}{k} \cdot \frac{\ell}{k}\right) \cdot \frac{2}{\frac{t \cdot {\sin k}^{2}}{\cos k}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\ell}{\sqrt[3]{k} \cdot \sqrt[3]{k}} \cdot \left(\frac{2}{\frac{k \cdot \left(t \cdot {\sin k}^{2}\right)}{\cos k}} \cdot \frac{\ell}{\sqrt[3]{k}}\right)\\ \end{array}\]

Reproduce

herbie shell --seed 2020262 
(FPCore (t l k)
  :name "Toniolo and Linder, Equation (10-)"
  :precision binary64
  (/ 2.0 (* (* (* (/ (pow t 3.0) (* l l)) (sin k)) (tan k)) (- (+ 1.0 (pow (/ k t) 2.0)) 1.0))))