Average Error: 15.1 → 0.4
Time: 28.4s
Precision: 64
Internal Precision: 128
\[r \cdot \frac{\sin b}{\cos \left(a + b\right)}\]
\[\frac{1}{\cos a \cdot \cos b - \sin b \cdot \sin a} \cdot \left(r \cdot \sin b\right)\]

Error

Bits error versus r

Bits error versus a

Bits error versus b

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Your Program's Arguments

Results

Enter valid numbers for all inputs

Derivation

  1. Initial program 15.1

    \[r \cdot \frac{\sin b}{\cos \left(a + b\right)}\]
  2. Initial simplification15.1

    \[\leadsto \frac{r \cdot \sin b}{\cos \left(b + a\right)}\]
  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 div-inv0.4

    \[\leadsto r \cdot \color{blue}{\left(\sin b \cdot \frac{1}{\cos b \cdot \cos a - \sin b \cdot \sin a}\right)}\]
  11. Applied associate-*r*0.4

    \[\leadsto \color{blue}{\left(r \cdot \sin b\right) \cdot \frac{1}{\cos b \cdot \cos a - \sin b \cdot \sin a}}\]
  12. Final simplification0.4

    \[\leadsto \frac{1}{\cos a \cdot \cos b - \sin b \cdot \sin a} \cdot \left(r \cdot \sin b\right)\]

Reproduce

herbie shell --seed 2018360 
(FPCore (r a b)
  :name "r*sin(b)/cos(a+b), B"
  (* r (/ (sin b) (cos (+ a b)))))

Details

Time bar (total: 15.8s)Debug log

start1.1s

Algorithm
intervals

setup107.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 15.6b

localize35.0ms

Local error

Found 3 expressions with local error:

2.3b
(cos (+ b a))
0.2b
(/ (* r (sin b)) (cos (+ b a)))
0.1b
(* r (sin b))

rewrite19.0ms

Algorithm
rewrite-expression-head
Counts
3 → 38
Calls

3 calls. Slowest were:

9.0ms
(/ (* r (sin b)) (cos (+ b a)))
5.0ms
(cos (+ b a))
2.0ms
(* r (sin b))

series200.0ms

Counts
3 → 9
Calls

3 calls. Slowest were:

117.0ms
(/ (* r (sin b)) (cos (+ b a)))
50.0ms
(* r (sin b))
33.0ms
(cos (+ b a))

simplify1.1s

Counts
24 → 47
Calls

24 calls. Slowest were:

520.0ms
(/ (* (* (* r (sin b)) (* r (sin b))) (* r (sin b))) (* (* (cos (+ b a)) (cos (+ b a))) (cos (+ b a))))
275.0ms
(+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b)))
126.0ms
(- 1 (+ (* 1/2 (pow b 2)) (* a b)))

prune516.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.2b

localize29.0ms

Local error

Found 4 expressions with local error:

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

rewrite38.0ms

Algorithm
rewrite-expression-head
Counts
4 → 73
Calls

4 calls. Slowest were:

19.0ms
(/ (* r (sin b)) (- (* (cos b) (cos a)) (* (sin b) (sin a))))
7.0ms
(- (* (cos b) (cos a)) (* (sin b) (sin a)))
7.0ms
(* (sin b) (sin a))

series455.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

236.0ms
(/ (* r (sin b)) (- (* (cos b) (cos a)) (* (sin b) (sin a))))
103.0ms
(- (* (cos b) (cos a)) (* (sin b) (sin a)))
58.0ms
(* (cos b) (cos a))
58.0ms
(* (sin b) (sin a))

simplify2.0s

Counts
48 → 85
Calls

48 calls. Slowest were:

397.0ms
(- (+ (cos (+ b a)) (cos (- b a))) (- (cos (- b a)) (cos (+ b a))))
300.0ms
(- (* (+ (cos (+ b a)) (cos (- b a))) 2) (* 2 (- (cos (- b a)) (cos (+ b a)))))
235.0ms
(+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b)))

prune1.2s

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 0.0b

localize12.0ms

Local error

Found 4 expressions with local error:

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

rewrite62.0ms

Algorithm
rewrite-expression-head
Counts
4 → 89
Calls

4 calls. Slowest were:

21.0ms
(* r (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a)))))
19.0ms
(/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a))))
13.0ms
(- (* (cos b) (cos a)) (* (sin b) (sin a)))

series552.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

285.0ms
(* r (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a)))))
118.0ms
(/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a))))
93.0ms
(- (* (cos b) (cos a)) (* (sin b) (sin a)))
55.0ms
(* (sin b) (sin a))

simplify2.4s

Counts
70 → 101
Calls

70 calls. Slowest were:

454.0ms
(- (+ (cos (+ b a)) (cos (- b a))) (- (cos (- b a)) (cos (+ b a))))
257.0ms
(- (* (+ (cos (+ b a)) (cos (- b a))) 2) (* 2 (- (cos (- b a)) (cos (+ b a)))))
206.0ms
(+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b)))

prune1.4s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0.0b

localize9.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* r (sin b)) (/ 1 (- (* (cos b) (cos a)) (* (sin b) (sin a)))))
0.2b
(/ 1 (- (* (cos b) (cos a)) (* (sin b) (sin a))))
0.2b
(* (sin b) (sin a))
0.1b
(- (* (cos b) (cos a)) (* (sin b) (sin a)))

rewrite50.0ms

Algorithm
rewrite-expression-head
Counts
4 → 75
Calls

4 calls. Slowest were:

17.0ms
(/ 1 (- (* (cos b) (cos a)) (* (sin b) (sin a))))
13.0ms
(* (* r (sin b)) (/ 1 (- (* (cos b) (cos a)) (* (sin b) (sin a)))))
13.0ms
(- (* (cos b) (cos a)) (* (sin b) (sin a)))

series552.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

272.0ms
(* (* r (sin b)) (/ 1 (- (* (cos b) (cos a)) (* (sin b) (sin a)))))
122.0ms
(/ 1 (- (* (cos b) (cos a)) (* (sin b) (sin a))))
99.0ms
(- (* (cos b) (cos a)) (* (sin b) (sin a)))
58.0ms
(* (sin b) (sin a))

simplify2.4s

Counts
45 → 87
Calls

45 calls. Slowest were:

417.0ms
(- (+ (cos (+ b a)) (cos (- b a))) (- (cos (- b a)) (cos (+ b a))))
359.0ms
(* (* (* (* r (sin b)) (* r (sin b))) (* r (sin b))) (* (* (/ 1 (- (* (cos b) (cos a)) (* (sin b) (sin a)))) (/ 1 (- (* (cos b) (cos a)) (* (sin b) (sin a))))) (/ 1 (- (* (cos b) (cos a)) (* (sin b) (sin a))))))
249.0ms
(- (* (+ (cos (+ b a)) (cos (- b a))) 2) (* 2 (- (cos (- b a)) (cos (+ b a)))))

prune1.3s

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 0.0b

regimes395.0ms

Accuracy

0% (0.3b remaining)

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

bsearch4.0ms