Average Error: 37.3 → 0.4
Time: 6.9s
Precision: 64
\[\tan \left(x + \varepsilon\right) - \tan x\]
↓
\[\frac{\mathsf{fma}\left(\frac{{\left(\sin x\right)}^{2}}{\cos x}, \frac{\sin \varepsilon}{\cos \varepsilon}, \frac{\sin \varepsilon \cdot \cos x}{\cos \varepsilon}\right)}{\left(1 - \tan x \cdot \tan \varepsilon\right) \cdot \cos x}\]
\tan \left(x + \varepsilon\right) - \tan x
↓
\frac{\mathsf{fma}\left(\frac{{\left(\sin x\right)}^{2}}{\cos x}, \frac{\sin \varepsilon}{\cos \varepsilon}, \frac{\sin \varepsilon \cdot \cos x}{\cos \varepsilon}\right)}{\left(1 - \tan x \cdot \tan \varepsilon\right) \cdot \cos x}
double code(double x, double eps) {
	return ((double) (((double) tan(((double) (x + eps)))) - ((double) tan(x))));
}
↓
double code(double x, double eps) {
	return ((double) (((double) fma(((double) (((double) pow(((double) sin(x)), 2.0)) / ((double) cos(x)))), ((double) (((double) sin(eps)) / ((double) cos(eps)))), ((double) (((double) (((double) sin(eps)) * ((double) cos(x)))) / ((double) cos(eps)))))) / ((double) (((double) (1.0 - ((double) (((double) tan(x)) * ((double) tan(eps)))))) * ((double) cos(x))))));
}

Error

Bits error versus x

Bits error versus eps

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Your Program's Arguments

Results

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Target

Original37.3
Target15.2
Herbie0.4
\[\frac{\sin \varepsilon}{\cos x \cdot \cos \left(x + \varepsilon\right)}\]

Derivation

  1. Initial program 37.3

    \[\tan \left(x + \varepsilon\right) - \tan x\]
  2. Using strategy rm

  3. Applied tan-quot37.3

    \[\leadsto \tan \left(x + \varepsilon\right) - \color{blue}{\frac{\sin x}{\cos x}}\]

  4. Applied tan-sum22.1

    \[\leadsto \color{blue}{\frac{\tan x + \tan \varepsilon}{1 - \tan x \cdot \tan \varepsilon}} - \frac{\sin x}{\cos x}\]

  5. Applied frac-sub22.1

    \[\leadsto \color{blue}{\frac{\left(\tan x + \tan \varepsilon\right) \cdot \cos x - \left(1 - \tan x \cdot \tan \varepsilon\right) \cdot \sin x}{\left(1 - \tan x \cdot \tan \varepsilon\right) \cdot \cos x}}\]

  6. Taylor expanded around inf 0.4

    \[\leadsto \frac{\color{blue}{\frac{\sin \varepsilon \cdot \cos x}{\cos \varepsilon} + \frac{{\left(\sin x\right)}^{2} \cdot \sin \varepsilon}{\cos x \cdot \cos \varepsilon}}}{\left(1 - \tan x \cdot \tan \varepsilon\right) \cdot \cos x}\]

  7. Simplified0.4

    \[\leadsto \frac{\color{blue}{\mathsf{fma}\left(\frac{{\left(\sin x\right)}^{2}}{\cos x}, \frac{\sin \varepsilon}{\cos \varepsilon}, \frac{\sin \varepsilon \cdot \cos x}{\cos \varepsilon}\right)}}{\left(1 - \tan x \cdot \tan \varepsilon\right) \cdot \cos x}\]

  8. Final simplification0.4

    \[\leadsto \frac{\mathsf{fma}\left(\frac{{\left(\sin x\right)}^{2}}{\cos x}, \frac{\sin \varepsilon}{\cos \varepsilon}, \frac{\sin \varepsilon \cdot \cos x}{\cos \varepsilon}\right)}{\left(1 - \tan x \cdot \tan \varepsilon\right) \cdot \cos x}\]

Reproduce

herbie shell --seed 2020121 +o rules:numerics
(FPCore (x eps)
  :name "2tan (problem 3.3.2)"
  :precision binary64

  :herbie-target
  (/ (sin eps) (* (cos x) (cos (+ x eps))))

  (- (tan (+ x eps)) (tan x)))