Average Error: 0.2 → 0.2
Time: 28.1s
Precision: 64
Internal Precision: 128
\[\left(-x \cdot \frac{1}{\tan B}\right) + \frac{1}{\sin B}\]
\[\frac{1 - \cos B \cdot x}{\sin B}\]

Error

Bits error versus B

Bits error versus x

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Your Program's Arguments

Results

Enter valid numbers for all inputs

Derivation

  1. Initial program 0.2

    \[\left(-x \cdot \frac{1}{\tan B}\right) + \frac{1}{\sin B}\]
  2. Initial simplification0.1

    \[\leadsto \frac{1}{\sin B} - \frac{x}{\tan B}\]
  3. Using strategy rm
  4. Applied tan-quot0.2

    \[\leadsto \frac{1}{\sin B} - \frac{x}{\color{blue}{\frac{\sin B}{\cos B}}}\]
  5. Applied associate-/r/0.2

    \[\leadsto \frac{1}{\sin B} - \color{blue}{\frac{x}{\sin B} \cdot \cos B}\]
  6. Using strategy rm
  7. Applied associate-*l/0.2

    \[\leadsto \frac{1}{\sin B} - \color{blue}{\frac{x \cdot \cos B}{\sin B}}\]
  8. Applied sub-div0.2

    \[\leadsto \color{blue}{\frac{1 - x \cdot \cos B}{\sin B}}\]
  9. Final simplification0.2

    \[\leadsto \frac{1 - \cos B \cdot x}{\sin B}\]

Reproduce

herbie shell --seed 2018360 +o rules:numerics
(FPCore (B x)
  :name "VandenBroeck and Keller, Equation (24)"
  (+ (- (* x (/ 1 (tan B)))) (/ 1 (sin B))))

Details

Time bar (total: 13.0s)Debug log

start1.0s

Algorithm
intervals

setup117.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.1b

localize25.0ms

Local error

Found 3 expressions with local error:

0.1b
(/ x (tan B))
0.1b
(/ 1 (sin B))
0.0b
(- (/ 1 (sin B)) (/ x (tan B)))

rewrite12.0ms

Algorithm
rewrite-expression-head
Counts
3 → 76
Calls

3 calls. Slowest were:

6.0ms
(- (/ 1 (sin B)) (/ x (tan B)))
2.0ms
(/ x (tan B))
1.0ms
(/ 1 (sin B))

series251.0ms

Counts
3 → 9
Calls

3 calls. Slowest were:

145.0ms
(/ x (tan B))
92.0ms
(- (/ 1 (sin B)) (/ x (tan B)))
14.0ms
(/ 1 (sin B))

simplify1.8s

Counts
66 → 85
Calls

66 calls. Slowest were:

72.0ms
(fma 1 (/ 1 (sin B)) (- (* (/ 1 (tan B)) x)))
66.0ms
(fma (* (cbrt (/ 1 (sin B))) (cbrt (/ 1 (sin B)))) (cbrt (/ 1 (sin B))) (- (* (cos B) (/ x (sin B)))))
66.0ms
(fma (* (cbrt (/ 1 (sin B))) (cbrt (/ 1 (sin B)))) (cbrt (/ 1 (sin B))) (- (* (/ x (tan B)) 1)))

prune1.0s

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize24.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (/ x (sin B)) (cos B))
0.1b
(/ 1 (sin B))
0.1b
(/ x (sin B))
0.0b
(- (/ 1 (sin B)) (* (/ x (sin B)) (cos B)))

rewrite26.0ms

Algorithm
rewrite-expression-head
Counts
4 → 78
Calls

4 calls. Slowest were:

14.0ms
(- (/ 1 (sin B)) (* (/ x (sin B)) (cos B)))
8.0ms
(* (/ x (sin B)) (cos B))
2.0ms
(/ 1 (sin B))

series321.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

133.0ms
(* (/ x (sin B)) (cos B))
118.0ms
(- (/ 1 (sin B)) (* (/ x (sin B)) (cos B)))
56.0ms
(/ x (sin B))
13.0ms
(/ 1 (sin B))

simplify1.2s

Counts
43 → 90
Calls

43 calls. Slowest were:

202.0ms
(* (* (* (/ x (sin B)) (/ x (sin B))) (/ x (sin B))) (* (* (cos B) (cos B)) (cos B)))
181.0ms
(- (* 1 (sin B)) (* (sin B) (* x (cos B))))
66.0ms
(fma (* (cbrt (/ 1 (sin B))) (cbrt (/ 1 (sin B)))) (cbrt (/ 1 (sin B))) (- (* (cos B) (/ x (sin B)))))

prune1.1s

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.0b

localize8.0ms

Local error

Found 2 expressions with local error:

0.2b
(* x (cos B))
0.1b
(/ (- 1 (* x (cos B))) (sin B))

rewrite7.0ms

Algorithm
rewrite-expression-head
Counts
2 → 45
Calls

2 calls. Slowest were:

4.0ms
(/ (- 1 (* x (cos B))) (sin B))
1.0ms
(* x (cos B))

series105.0ms

Counts
2 → 6
Calls

2 calls. Slowest were:

62.0ms
(/ (- 1 (* x (cos B))) (sin B))
43.0ms
(* x (cos B))

simplify1.0s

Counts
37 → 51
Calls

37 calls. Slowest were:

256.0ms
(- (pow 1 3) (pow (* x (cos B)) 3))
183.0ms
(/ (* (* (- 1 (* x (cos B))) (- 1 (* x (cos B)))) (- 1 (* x (cos B)))) (* (* (sin B) (sin B)) (sin B)))
52.0ms
(- (/ 1 (sin B)) (/ (* x (cos B)) (sin B)))

prune585.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize17.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ 1 (/ (tan B) x))
0.1b
(/ (tan B) x)
0.1b
(/ 1 (sin B))
0.0b
(- (/ 1 (sin B)) (/ 1 (/ (tan B) x)))

rewrite18.0ms

Algorithm
rewrite-expression-head
Counts
4 → 98
Calls

4 calls. Slowest were:

6.0ms
(- (/ 1 (sin B)) (/ 1 (/ (tan B) x)))
5.0ms
(/ (tan B) x)
2.0ms
(/ 1 (/ (tan B) x))

series255.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

104.0ms
(/ 1 (/ (tan B) x))
97.0ms
(- (/ 1 (sin B)) (/ 1 (/ (tan B) x)))
40.0ms
(/ (tan B) x)
14.0ms
(/ 1 (sin B))

simplify2.9s

Counts
75 → 110
Calls

75 calls. Slowest were:

118.0ms
(+ (/ B x) (+ (* 1/3 (/ (pow B 3) x)) (* 2/15 (/ (pow B 5) x))))
102.0ms
(fma (- (/ 1 (/ (tan B) x))) 1 (* (/ 1 (/ (tan B) x)) 1))
101.0ms
(fma 1 (/ 1 (sin B)) (- (* (/ 1 (/ (tan B) x)) 1)))

prune1.1s

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.0b

regimes82.0ms

Accuracy

0% (0.2b remaining)

Error of 0.2b against oracle of 0.0b and baseline of 0.2b

bsearch3.0ms