Average Error: 15.1 → 0.4
Time: 22.9s
Precision: 64
Internal Precision: 128
\[\frac{r \cdot \sin b}{\cos \left(a + b\right)}\]
\[\frac{r \cdot \sin b}{\frac{\left(\cos a \cdot \cos b\right) \cdot \left(\cos a \cdot \cos b\right) - \left(\sin b \cdot \sin a\right) \cdot \left(\sin b \cdot \sin a\right)}{\cos a \cdot \cos b + \sin b \cdot \sin a}}\]

Error

Bits error versus r

Bits error versus a

Bits error versus b

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Derivation

  1. Initial program 15.1

    \[\frac{r \cdot \sin b}{\cos \left(a + b\right)}\]
  2. Using strategy rm
  3. Applied cos-sum0.3

    \[\leadsto \frac{r \cdot \sin b}{\color{blue}{\cos a \cdot \cos b - \sin a \cdot \sin b}}\]
  4. Using strategy rm
  5. Applied flip--0.4

    \[\leadsto \frac{r \cdot \sin b}{\color{blue}{\frac{\left(\cos a \cdot \cos b\right) \cdot \left(\cos a \cdot \cos b\right) - \left(\sin a \cdot \sin b\right) \cdot \left(\sin a \cdot \sin b\right)}{\cos a \cdot \cos b + \sin a \cdot \sin b}}}\]
  6. Final simplification0.4

    \[\leadsto \frac{r \cdot \sin b}{\frac{\left(\cos a \cdot \cos b\right) \cdot \left(\cos a \cdot \cos b\right) - \left(\sin b \cdot \sin a\right) \cdot \left(\sin b \cdot \sin a\right)}{\cos a \cdot \cos b + \sin b \cdot \sin a}}\]

Reproduce

herbie shell --seed 2019002 +o rules:numerics
(FPCore (r a b)
  :name "r*sin(b)/cos(a+b), A"
  (/ (* r (sin b)) (cos (+ a b))))

Details

Time bar (total: 20.4s)Debug log

sample542.0ms

Algorithm
intervals

simplify28.0ms

Counts
1 → 1
Calls

1 calls. Slowest were:

27.0ms
(/ (* r (sin b)) (cos (+ a b)))

prune12.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 14.3b

localize33.0ms

Local error

Found 3 expressions with local error:

2.7b
(cos (+ a b))
0.2b
(/ (* r (sin b)) (cos (+ a b)))
0.1b
(* r (sin b))

rewrite17.0ms

Algorithm
rewrite-expression-head
Counts
3 → 44
Calls

3 calls. Slowest were:

8.0ms
(/ (* r (sin b)) (cos (+ a b)))
5.0ms
(cos (+ a b))
2.0ms
(* r (sin b))

series236.0ms

Counts
3 → 9
Calls

3 calls. Slowest were:

138.0ms
(/ (* r (sin b)) (cos (+ a b)))
54.0ms
(cos (+ a b))
43.0ms
(* r (sin b))

simplify1.0s

Counts
24 → 53
Calls

24 calls. Slowest were:

545.0ms
(/ (* (* (* r (sin b)) (* r (sin b))) (* r (sin b))) (* (* (cos (+ a b)) (cos (+ a b))) (cos (+ a b))))
248.0ms
(+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b)))
120.0ms
(- 1 (+ (* 1/2 (pow a 2)) (* a b)))

prune608.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.2b

localize22.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (sin a) (sin b))
0.2b
(/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b))))
0.1b
(* r (sin b))
0.1b
(- (* (cos a) (cos b)) (* (sin a) (sin b)))

rewrite23.0ms

Algorithm
rewrite-expression-head
Counts
4 → 76
Calls

4 calls. Slowest were:

10.0ms
(/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b))))
7.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
4.0ms
(* (sin a) (sin b))

series457.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

257.0ms
(/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b))))
109.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
50.0ms
(* (sin a) (sin b))
41.0ms
(* r (sin b))

simplify2.0s

Counts
45 → 88
Calls

45 calls. Slowest were:

370.0ms
(- (+ (cos (+ a b)) (cos (- a b))) (- (cos (- a b)) (cos (+ a b))))
318.0ms
(+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b)))
292.0ms
(- (* (+ (cos (+ a b)) (cos (- a b))) 2) (* 2 (- (cos (- a b)) (cos (+ a b)))))

prune1.3s

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 0.0b

localize19.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (sin a) (sin b))
0.2b
(/ (* r (sin b)) (fma (cos a) (cos b) (- (* (sin a) (sin b)))))
0.2b
(fma (cos a) (cos b) (- (* (sin a) (sin b))))
0.1b
(* r (sin b))

rewrite19.0ms

Algorithm
rewrite-expression-head
Counts
4 → 64
Calls

4 calls. Slowest were:

8.0ms
(* (sin a) (sin b))
8.0ms
(/ (* r (sin b)) (fma (cos a) (cos b) (- (* (sin a) (sin b)))))
2.0ms
(* r (sin b))

series456.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

257.0ms
(/ (* r (sin b)) (fma (cos a) (cos b) (- (* (sin a) (sin b)))))
82.0ms
(fma (cos a) (cos b) (- (* (sin a) (sin b))))
73.0ms
(* (sin a) (sin b))
44.0ms
(* r (sin b))

simplify887.0ms

Counts
35 → 76
Calls

35 calls. Slowest were:

239.0ms
(+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b)))
133.0ms
(- 1 (+ (* 1/2 (pow a 2)) (* a b)))
81.0ms
(/ (* (sin b) r) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

prune1.1s

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 0.0b

localize12.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (sin a) (sin b))
0.2b
(/ (sin b) (fma (cos a) (cos b) (- (* (sin a) (sin b)))))
0.2b
(* r (/ (sin b) (fma (cos a) (cos b) (- (* (sin a) (sin b))))))
0.2b
(fma (cos a) (cos b) (- (* (sin a) (sin b))))

rewrite20.0ms

Algorithm
rewrite-expression-head
Counts
4 → 83
Calls

4 calls. Slowest were:

8.0ms
(* (sin a) (sin b))
7.0ms
(/ (sin b) (fma (cos a) (cos b) (- (* (sin a) (sin b)))))
3.0ms
(* r (/ (sin b) (fma (cos a) (cos b) (- (* (sin a) (sin b))))))

series597.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

304.0ms
(* r (/ (sin b) (fma (cos a) (cos b) (- (* (sin a) (sin b))))))
119.0ms
(/ (sin b) (fma (cos a) (cos b) (- (* (sin a) (sin b)))))
114.0ms
(fma (cos a) (cos b) (- (* (sin a) (sin b))))
59.0ms
(* (sin a) (sin b))

simplify1.8s

Counts
60 → 95
Calls

60 calls. Slowest were:

287.0ms
(+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b)))
248.0ms
(+ b (+ (* 1/3 (pow b 3)) (* a (pow b 2))))
177.0ms
(/ (* (* (sin b) (sin b)) (sin b)) (* (* (fma (cos a) (cos b) (- (* (sin a) (sin b)))) (fma (cos a) (cos b) (- (* (sin a) (sin b))))) (fma (cos a) (cos b) (- (* (sin a) (sin b))))))

prune1.3s

Pruning

15 alts after pruning (15 fresh and 0 done)

Merged error: 0.0b

regimes386.0ms

Accuracy

0% (0.3b remaining)

Error of 0.4b against oracle of 0.0b and baseline of 0.4b

bsearch2.0ms

end0.0ms

sample7.5s

Algorithm
intervals