Average Error: 0.4 → 0.4
Time: 43.1s
Precision: 64
Internal Precision: 128
\[\frac{1}{\sqrt{k}} \cdot {\left(\left(2 \cdot \pi\right) \cdot n\right)}^{\left(\frac{1 - k}{2}\right)}\]
\[\frac{{\left(2 \cdot n\right)}^{\left(\frac{1}{2} - \frac{k}{2}\right)}}{\sqrt{k}} \cdot e^{\left(\frac{1}{2} - \frac{k}{2}\right) \cdot \log \pi}\]

Error

Bits error versus k

Bits error versus n

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Derivation

  1. Initial program 0.4

    \[\frac{1}{\sqrt{k}} \cdot {\left(\left(2 \cdot \pi\right) \cdot n\right)}^{\left(\frac{1 - k}{2}\right)}\]
  2. Initial simplification0.3

    \[\leadsto \frac{{\left(\pi \cdot \left(n \cdot 2\right)\right)}^{\left(\frac{1}{2} - \frac{k}{2}\right)}}{\sqrt{k}}\]
  3. Using strategy rm
  4. Applied *-un-lft-identity0.3

    \[\leadsto \frac{{\left(\pi \cdot \left(n \cdot 2\right)\right)}^{\left(\frac{1}{2} - \frac{k}{2}\right)}}{\color{blue}{1 \cdot \sqrt{k}}}\]
  5. Applied unpow-prod-down0.5

    \[\leadsto \frac{\color{blue}{{\pi}^{\left(\frac{1}{2} - \frac{k}{2}\right)} \cdot {\left(n \cdot 2\right)}^{\left(\frac{1}{2} - \frac{k}{2}\right)}}}{1 \cdot \sqrt{k}}\]
  6. Applied times-frac0.5

    \[\leadsto \color{blue}{\frac{{\pi}^{\left(\frac{1}{2} - \frac{k}{2}\right)}}{1} \cdot \frac{{\left(n \cdot 2\right)}^{\left(\frac{1}{2} - \frac{k}{2}\right)}}{\sqrt{k}}}\]
  7. Simplified0.5

    \[\leadsto \color{blue}{{\pi}^{\left(\frac{1}{2} - \frac{k}{2}\right)}} \cdot \frac{{\left(n \cdot 2\right)}^{\left(\frac{1}{2} - \frac{k}{2}\right)}}{\sqrt{k}}\]
  8. Using strategy rm
  9. Applied pow-to-exp0.4

    \[\leadsto \color{blue}{e^{\log \pi \cdot \left(\frac{1}{2} - \frac{k}{2}\right)}} \cdot \frac{{\left(n \cdot 2\right)}^{\left(\frac{1}{2} - \frac{k}{2}\right)}}{\sqrt{k}}\]
  10. Final simplification0.4

    \[\leadsto \frac{{\left(2 \cdot n\right)}^{\left(\frac{1}{2} - \frac{k}{2}\right)}}{\sqrt{k}} \cdot e^{\left(\frac{1}{2} - \frac{k}{2}\right) \cdot \log \pi}\]

Reproduce

herbie shell --seed 2018362 
(FPCore (k n)
  :name "Migdal et al, Equation (51)"
  (* (/ 1 (sqrt k)) (pow (* (* 2 PI) n) (/ (- 1 k) 2))))

Details

Time bar (total: 29.5s)Debug log

start445.0ms

Algorithm
intervals

setup99.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.2b

localize22.0ms

Local error

Found 3 expressions with local error:

0.7b
(pow (* PI (* n 2)) (- 1/2 (/ k 2)))
0.2b
(* PI (* n 2))
0.1b
(/ (pow (* PI (* n 2)) (- 1/2 (/ k 2))) (sqrt k))

rewrite8.0ms

Algorithm
rewrite-expression-head
Counts
3 → 68
Calls

3 calls. Slowest were:

5.0ms
(/ (pow (* PI (* n 2)) (- 1/2 (/ k 2))) (sqrt k))
2.0ms
(pow (* PI (* n 2)) (- 1/2 (/ k 2)))
1.0ms
(* PI (* n 2))

series430.0ms

Counts
3 → 9
Calls

3 calls. Slowest were:

237.0ms
(/ (pow (* PI (* n 2)) (- 1/2 (/ k 2))) (sqrt k))
137.0ms
(pow (* PI (* n 2)) (- 1/2 (/ k 2)))
56.0ms
(* PI (* n 2))

simplify3.4s

Counts
67 → 77
Calls

67 calls. Slowest were:

678.0ms
(- (* (log (* PI (* n 2))) (- 1/2 (/ k 2))) (log (sqrt k)))
520.0ms
(- (* (log (* PI (* n 2))) (- 1/2 (/ k 2))) (log (sqrt k)))
320.0ms
(/ (* (* (pow (* PI (* n 2)) (- 1/2 (/ k 2))) (pow (* PI (* n 2)) (- 1/2 (/ k 2)))) (pow (* PI (* n 2)) (- 1/2 (/ k 2)))) (* (* (sqrt k) (sqrt k)) (sqrt k)))

prune1.2s

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize17.0ms

Local error

Found 4 expressions with local error:

0.7b
(pow (* PI (* n 2)) (- 1/2 (/ k 2)))
0.2b
(* PI (* n 2))
0.2b
(/ (pow (* PI (* n 2)) (- 1/2 (/ k 2))) (sqrt (sqrt k)))
0.1b
(sqrt (sqrt k))

rewrite18.0ms

Algorithm
rewrite-expression-head
Counts
4 → 101
Calls

4 calls. Slowest were:

10.0ms
(/ (pow (* PI (* n 2)) (- 1/2 (/ k 2))) (sqrt (sqrt k)))
3.0ms
(pow (* PI (* n 2)) (- 1/2 (/ k 2)))
2.0ms
(* PI (* n 2))

series620.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

212.0ms
(/ (pow (* PI (* n 2)) (- 1/2 (/ k 2))) (sqrt (sqrt k)))
173.0ms
(sqrt (sqrt k))
155.0ms
(pow (* PI (* n 2)) (- 1/2 (/ k 2)))
81.0ms
(* PI (* n 2))

simplify4.6s

Counts
113 → 113
Calls

113 calls. Slowest were:

694.0ms
(- (* (log (* PI (* n 2))) (- 1/2 (/ k 2))) (log (sqrt (sqrt k))))
627.0ms
(- (* (log (* PI (* n 2))) (- 1/2 (/ k 2))) (log (sqrt (sqrt k))))
334.0ms
(* (log (* PI (* n 2))) (- 1/2 (/ k 2)))

prune1.8s

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0.0b

localize30.0ms

Local error

Found 4 expressions with local error:

0.6b
(pow (* n 2) (- 1/2 (/ k 2)))
0.5b
(pow PI (- 1/2 (/ k 2)))
0.2b
(/ (pow (* n 2) (- 1/2 (/ k 2))) (sqrt k))
0.1b
(* (pow PI (- 1/2 (/ k 2))) (/ (pow (* n 2) (- 1/2 (/ k 2))) (sqrt k)))

rewrite26.0ms

Algorithm
rewrite-expression-head
Counts
4 → 121
Calls

4 calls. Slowest were:

12.0ms
(* (pow PI (- 1/2 (/ k 2))) (/ (pow (* n 2) (- 1/2 (/ k 2))) (sqrt k)))
9.0ms
(/ (pow (* n 2) (- 1/2 (/ k 2))) (sqrt k))
3.0ms
(pow (* n 2) (- 1/2 (/ k 2)))

series557.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

277.0ms
(* (pow PI (- 1/2 (/ k 2))) (/ (pow (* n 2) (- 1/2 (/ k 2))) (sqrt k)))
158.0ms
(/ (pow (* n 2) (- 1/2 (/ k 2))) (sqrt k))
81.0ms
(pow (* n 2) (- 1/2 (/ k 2)))
41.0ms
(pow PI (- 1/2 (/ k 2)))

simplify5.4s

Counts
116 → 133
Calls

116 calls. Slowest were:

625.0ms
(+ (* (log PI) (- 1/2 (/ k 2))) (- (log (pow (* n 2) (- 1/2 (/ k 2)))) (log (sqrt k))))
573.0ms
(* (* (* (pow PI (- 1/2 (/ k 2))) (pow PI (- 1/2 (/ k 2)))) (pow PI (- 1/2 (/ k 2)))) (/ (* (* (pow (* n 2) (- 1/2 (/ k 2))) (pow (* n 2) (- 1/2 (/ k 2)))) (pow (* n 2) (- 1/2 (/ k 2)))) (* (* (sqrt k) (sqrt k)) (sqrt k))))
400.0ms
(- (log (pow (* n 2) (- 1/2 (/ k 2)))) (log (sqrt k)))

prune2.1s

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0b

localize11.0ms

Local error

Found 4 expressions with local error:

0.6b
(pow (* n 2) (- 1/2 (/ k 2)))
0.2b
(/ (pow (* n 2) (- 1/2 (/ k 2))) (sqrt k))
0.1b
(* (exp (* (log PI) (- 1/2 (/ k 2)))) (/ (pow (* n 2) (- 1/2 (/ k 2))) (sqrt k)))
0.0b
(* (log PI) (- 1/2 (/ k 2)))

rewrite28.0ms

Algorithm
rewrite-expression-head
Counts
4 → 127
Calls

4 calls. Slowest were:

12.0ms
(* (exp (* (log PI) (- 1/2 (/ k 2)))) (/ (pow (* n 2) (- 1/2 (/ k 2))) (sqrt k)))
8.0ms
(* (log PI) (- 1/2 (/ k 2)))
4.0ms
(/ (pow (* n 2) (- 1/2 (/ k 2))) (sqrt k))

series804.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

318.0ms
(* (log PI) (- 1/2 (/ k 2)))
248.0ms
(* (exp (* (log PI) (- 1/2 (/ k 2)))) (/ (pow (* n 2) (- 1/2 (/ k 2))) (sqrt k)))
135.0ms
(/ (pow (* n 2) (- 1/2 (/ k 2))) (sqrt k))
103.0ms
(pow (* n 2) (- 1/2 (/ k 2)))

simplify5.2s

Counts
120 → 139
Calls

120 calls. Slowest were:

627.0ms
(+ (* (log PI) (- 1/2 (/ k 2))) (- (log (pow (* n 2) (- 1/2 (/ k 2)))) (log (sqrt k))))
441.0ms
(* (* (* (log PI) (log PI)) (log PI)) (* (* (- 1/2 (/ k 2)) (- 1/2 (/ k 2))) (- 1/2 (/ k 2))))
405.0ms
(- (log (pow (* n 2) (- 1/2 (/ k 2)))) (log (sqrt k)))

prune2.5s

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 0b

regimes116.0ms

Accuracy

0% (0.4b remaining)

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

bsearch2.0ms