Average Error: 17.4 → 0.4
Time: 34.0s
Precision: 64
Internal Precision: 128
\[\left(J \cdot \left(e^{\ell} - e^{-\ell}\right)\right) \cdot \cos \left(\frac{K}{2}\right) + U\]
\[U + \cos \left(\frac{K}{2}\right) \cdot \left(\left(2 \cdot \ell\right) \cdot J + J \cdot \left({\ell}^{5} \cdot \frac{1}{60} + {\ell}^{3} \cdot \frac{1}{3}\right)\right)\]

Error

Bits error versus J

Bits error versus l

Bits error versus K

Bits error versus U

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Derivation

  1. Initial program 17.4

    \[\left(J \cdot \left(e^{\ell} - e^{-\ell}\right)\right) \cdot \cos \left(\frac{K}{2}\right) + U\]
  2. Taylor expanded around 0 0.4

    \[\leadsto \left(J \cdot \color{blue}{\left(2 \cdot \ell + \left(\frac{1}{3} \cdot {\ell}^{3} + \frac{1}{60} \cdot {\ell}^{5}\right)\right)}\right) \cdot \cos \left(\frac{K}{2}\right) + U\]
  3. Using strategy rm
  4. Applied distribute-rgt-in0.4

    \[\leadsto \color{blue}{\left(\left(2 \cdot \ell\right) \cdot J + \left(\frac{1}{3} \cdot {\ell}^{3} + \frac{1}{60} \cdot {\ell}^{5}\right) \cdot J\right)} \cdot \cos \left(\frac{K}{2}\right) + U\]
  5. Final simplification0.4

    \[\leadsto U + \cos \left(\frac{K}{2}\right) \cdot \left(\left(2 \cdot \ell\right) \cdot J + J \cdot \left({\ell}^{5} \cdot \frac{1}{60} + {\ell}^{3} \cdot \frac{1}{3}\right)\right)\]

Reproduce

herbie shell --seed 2018365 
(FPCore (J l K U)
  :name "Maksimov and Kolovsky, Equation (4)"
  (+ (* (* J (- (exp l) (exp (- l)))) (cos (/ K 2))) U))

Details

Time bar (total: 19.0s)Debug log

start449.0ms

Algorithm
intervals

setup203.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 17.0b

localize51.0ms

Local error

Found 3 expressions with local error:

5.9b
(- (exp l) (exp (- l)))
0.0b
(* (* J (- (exp l) (exp (- l)))) (cos (/ K 2)))
0.0b
(* J (- (exp l) (exp (- l))))

rewrite50.0ms

Algorithm
rewrite-expression-head
Counts
3 → 50
Calls

3 calls. Slowest were:

28.0ms
(* (* J (- (exp l) (exp (- l)))) (cos (/ K 2)))
13.0ms
(* J (- (exp l) (exp (- l))))
8.0ms
(- (exp l) (exp (- l)))

series251.0ms

Counts
3 → 9
Calls

3 calls. Slowest were:

104.0ms
(* (* J (- (exp l) (exp (- l)))) (cos (/ K 2)))
79.0ms
(* J (- (exp l) (exp (- l))))
67.0ms
(- (exp l) (exp (- l)))

simplify2.1s

Counts
32 → 59
Calls

32 calls. Slowest were:

532.0ms
(* (* J (- (exp l) (exp (- l)))) (cos (/ K 2)))
448.0ms
(* (* J (- (pow (exp l) 3) (pow (exp (- l)) 3))) (cos (/ K 2)))
172.0ms
(+ (* (exp l) (exp l)) (+ (* (exp (- l)) (exp (- l))) (* (exp l) (exp (- l)))))

prune834.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize44.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (* J (+ (* 2 l) (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5))))) (cos (/ K 2)))
0.1b
(* 1/3 (pow l 3))
0.0b
(* 1/60 (pow l 5))
0.0b
(* J (+ (* 2 l) (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5)))))

rewrite34.0ms

Algorithm
rewrite-expression-head
Counts
4 → 56
Calls

4 calls. Slowest were:

24.0ms
(* (* J (+ (* 2 l) (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5))))) (cos (/ K 2)))
7.0ms
(* J (+ (* 2 l) (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5)))))
1.0ms
(* 1/3 (pow l 3))

series344.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

174.0ms
(* (* J (+ (* 2 l) (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5))))) (cos (/ K 2)))
108.0ms
(* J (+ (* 2 l) (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5)))))
35.0ms
(* 1/60 (pow l 5))
28.0ms
(* 1/3 (pow l 3))

simplify3.5s

Counts
34 → 68
Calls

34 calls. Slowest were:

618.0ms
(* (* J (+ (pow (* 2 l) 3) (pow (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5))) 3))) (cos (/ K 2)))
429.0ms
(+ (* 1/3 (* J (pow l 3))) (+ (* 2 (* J l)) (* 1/60 (* J (pow l 5)))))
413.0ms
(+ (* 1/3 (* J (pow l 3))) (+ (* 2 (* J l)) (* 1/60 (* J (pow l 5)))))

prune1.5s

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

localize13.0ms

Local error

Found 4 expressions with local error:

7.0b
(* (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5))) J)
0.1b
(* (+ (* (* 2 l) J) (* (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5))) J)) (cos (/ K 2)))
0.1b
(* 1/3 (pow l 3))
0.0b
(* 1/60 (pow l 5))

rewrite39.0ms

Algorithm
rewrite-expression-head
Counts
4 → 57
Calls

4 calls. Slowest were:

23.0ms
(* (+ (* (* 2 l) J) (* (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5))) J)) (cos (/ K 2)))
11.0ms
(* (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5))) J)
2.0ms
(* 1/3 (pow l 3))

series186.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

87.0ms
(* (+ (* (* 2 l) J) (* (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5))) J)) (cos (/ K 2)))
60.0ms
(* (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5))) J)
22.0ms
(* 1/60 (pow l 5))
17.0ms
(* 1/3 (pow l 3))

simplify2.5s

Counts
33 → 69
Calls

33 calls. Slowest were:

323.0ms
(+ (* 1/60 (* (cos (* 1/2 K)) (* J (pow l 5)))) (* 1/3 (* (cos (* 1/2 K)) (* J (pow l 3)))))
294.0ms
(+ (* 1/60 (* (cos (* 1/2 K)) (* J (pow l 5)))) (* 1/3 (* (cos (* 1/2 K)) (* J (pow l 3)))))
250.0ms
(* (+ (pow (* 1/3 (pow l 3)) 3) (pow (* 1/60 (pow l 5)) 3)) J)

prune1.6s

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize17.0ms

Local error

Found 4 expressions with local error:

0.1b
(* J (* (+ (* 2 l) (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5)))) (cos (/ K 2))))
0.1b
(* 1/3 (pow l 3))
0.1b
(* (+ (* 2 l) (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5)))) (cos (/ K 2)))
0.0b
(* 1/60 (pow l 5))

rewrite30.0ms

Algorithm
rewrite-expression-head
Counts
4 → 54
Calls

4 calls. Slowest were:

14.0ms
(* J (* (+ (* 2 l) (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5)))) (cos (/ K 2))))
13.0ms
(* (+ (* 2 l) (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5)))) (cos (/ K 2)))
1.0ms
(* 1/3 (pow l 3))

series308.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

152.0ms
(* J (* (+ (* 2 l) (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5)))) (cos (/ K 2))))
89.0ms
(* (+ (* 2 l) (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5)))) (cos (/ K 2)))
44.0ms
(* 1/60 (pow l 5))
23.0ms
(* 1/3 (pow l 3))

simplify2.5s

Counts
32 → 66
Calls

32 calls. Slowest were:

443.0ms
(* (- (* (* 2 l) (* 2 l)) (* (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5))) (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5))))) (cos (/ K 2)))
312.0ms
(- (+ (* 1/3 (pow l 3)) (* 2 l)) (* 1/4 (* (pow K 2) l)))
289.0ms
(* (+ (pow (* 2 l) 3) (pow (+ (* 1/3 (pow l 3)) (* 1/60 (pow l 5))) 3)) (cos (/ K 2)))

prune1.4s

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.0b

regimes972.0ms

Accuracy

0% (0.3b remaining)

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

bsearch3.0ms