Average Error: 14.7 → 0.3
Time: 25.9s
Precision: 64
Internal Precision: 128
\[\frac{r \cdot \sin b}{\cos \left(a + b\right)}\]
\[\frac{r \cdot \sin b}{\cos a \cdot \cos b - \sin b \cdot \sin a}\]

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 14.7

    \[\frac{r \cdot \sin b}{\cos \left(a + b\right)}\]
  2. Initial simplification14.7

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

    \[\leadsto \frac{r \cdot \sin b}{\color{blue}{\cos b \cdot \cos a - \sin b \cdot \sin a}}\]
  5. Using strategy rm
  6. Applied *-un-lft-identity0.3

    \[\leadsto \frac{r \cdot \sin b}{\color{blue}{1 \cdot \left(\cos b \cdot \cos a - \sin b \cdot \sin a\right)}}\]
  7. Applied times-frac0.3

    \[\leadsto \color{blue}{\frac{r}{1} \cdot \frac{\sin b}{\cos b \cdot \cos a - \sin b \cdot \sin a}}\]
  8. Simplified0.3

    \[\leadsto \color{blue}{r} \cdot \frac{\sin b}{\cos b \cdot \cos a - \sin b \cdot \sin a}\]
  9. Using strategy rm
  10. Applied associate-*r/0.3

    \[\leadsto \color{blue}{\frac{r \cdot \sin b}{\cos b \cdot \cos a - \sin b \cdot \sin a}}\]
  11. Final simplification0.3

    \[\leadsto \frac{r \cdot \sin b}{\cos a \cdot \cos b - \sin b \cdot \sin a}\]

Reproduce

herbie shell --seed 2018365 +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: 14.3s)Debug log

start375.0ms

Algorithm
intervals

setup481.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 13.6b

localize30.0ms

Local error

Found 3 expressions with local error:

2.0b
(cos (+ b a))
0.3b
(/ (* r (sin b)) (cos (+ b a)))
0.1b
(* r (sin b))

rewrite20.0ms

Algorithm
rewrite-expression-head
Counts
3 → 44
Calls

3 calls. Slowest were:

9.0ms
(/ (* r (sin b)) (cos (+ b a)))
6.0ms
(cos (+ b a))
2.0ms
(* r (sin b))

series226.0ms

Counts
3 → 9
Calls

3 calls. Slowest were:

133.0ms
(/ (* r (sin b)) (cos (+ b a)))
58.0ms
(* r (sin b))
34.0ms
(cos (+ b a))

simplify1.2s

Counts
24 → 53
Calls

24 calls. Slowest were:

610.0ms
(/ (* (* (* r (sin b)) (* r (sin b))) (* r (sin b))) (* (* (cos (+ b a)) (cos (+ b a))) (cos (+ b a))))
304.0ms
(+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b)))
167.0ms
(- 1 (+ (* 1/2 (pow b 2)) (* a b)))

prune625.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0.1b

localize23.0ms

Local error

Found 4 expressions with local error:

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

rewrite20.0ms

Algorithm
rewrite-expression-head
Counts
4 → 78
Calls

4 calls. Slowest were:

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

series352.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

213.0ms
(/ (* r (sin b)) (- (* (cos b) (cos a)) (* (sin b) (sin a))))
52.0ms
(* (cos b) (cos a))
45.0ms
(* (sin b) (sin a))
42.0ms
(* r (sin b))

simplify1.4s

Counts
47 → 90
Calls

47 calls. Slowest were:

373.0ms
(+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b)))
256.0ms
(- 1 (+ (* 1/2 (pow a 2)) (* 1/2 (pow b 2))))
177.0ms
(+ (* (* (cos b) (cos a)) (* (cos b) (cos a))) (+ (* (* (sin b) (sin a)) (* (sin b) (sin a))) (* (* (cos b) (cos a)) (* (sin b) (sin a)))))

prune1.4s

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 0.0b

localize6.0ms

Local error

Found 4 expressions with local error:

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

rewrite36.0ms

Algorithm
rewrite-expression-head
Counts
4 → 101
Calls

4 calls. Slowest were:

14.0ms
(* r (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a)))))
10.0ms
(/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a))))
7.0ms
(* (cos b) (cos a))

series526.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

267.0ms
(* r (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a)))))
140.0ms
(/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a))))
76.0ms
(* (sin b) (sin a))
42.0ms
(* (cos b) (cos a))

simplify2.5s

Counts
75 → 113
Calls

75 calls. Slowest were:

288.0ms
(+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b)))
245.0ms
(+ (* (* (cos b) (cos a)) (* (cos b) (cos a))) (+ (* (* (sin b) (sin a)) (* (sin b) (sin a))) (* (* (cos b) (cos a)) (* (sin b) (sin a)))))
239.0ms
(+ b (+ (* 1/3 (pow b 3)) (* a (pow b 2))))

prune1.7s

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize2.0ms

Local error

Found 4 expressions with local error:

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

rewrite38.0ms

Algorithm
rewrite-expression-head
Counts
4 → 78
Calls

4 calls. Slowest were:

20.0ms
(/ (* r (sin b)) (- (* (cos b) (cos a)) (* (sin b) (sin a))))
8.0ms
(* (sin b) (sin a))
7.0ms
(* (cos b) (cos a))

series500.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

320.0ms
(/ (* r (sin b)) (- (* (cos b) (cos a)) (* (sin b) (sin a))))
77.0ms
(* (sin b) (sin a))
54.0ms
(* r (sin b))
50.0ms
(* (cos b) (cos a))

simplify1.3s

Counts
47 → 90
Calls

47 calls. Slowest were:

302.0ms
(+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b)))
231.0ms
(+ (* (* (cos b) (cos a)) (* (cos b) (cos a))) (+ (* (* (sin b) (sin a)) (* (sin b) (sin a))) (* (* (cos b) (cos a)) (* (sin b) (sin a)))))
181.0ms
(- 1 (+ (* 1/2 (pow a 2)) (* 1/2 (pow b 2))))

prune1.2s

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0.0b

regimes243.0ms

Accuracy

0% (0.3b remaining)

Error of 0.3b against oracle of 0.1b and baseline of 0.3b

bsearch2.0ms