Average Error: 13.4 → 8.1
Time: 27.4s
Precision: 64
Internal Precision: 128
\[w0 \cdot \sqrt{1 - {\left(\frac{M \cdot D}{2 \cdot d}\right)}^{2} \cdot \frac{h}{\ell}}\]
\[w0 \cdot \sqrt{1 - \frac{\frac{M \cdot D}{2 \cdot d} \cdot h}{\ell} \cdot \frac{1}{\frac{2 \cdot d}{M \cdot D}}}\]

Error

Bits error versus w0

Bits error versus M

Bits error versus D

Bits error versus h

Bits error versus l

Bits error versus d

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Derivation

  1. Initial program 13.4

    \[w0 \cdot \sqrt{1 - {\left(\frac{M \cdot D}{2 \cdot d}\right)}^{2} \cdot \frac{h}{\ell}}\]
  2. Using strategy rm
  3. Applied unpow213.4

    \[\leadsto w0 \cdot \sqrt{1 - \color{blue}{\left(\frac{M \cdot D}{2 \cdot d} \cdot \frac{M \cdot D}{2 \cdot d}\right)} \cdot \frac{h}{\ell}}\]
  4. Applied associate-*l*12.0

    \[\leadsto w0 \cdot \sqrt{1 - \color{blue}{\frac{M \cdot D}{2 \cdot d} \cdot \left(\frac{M \cdot D}{2 \cdot d} \cdot \frac{h}{\ell}\right)}}\]
  5. Using strategy rm
  6. Applied associate-*r/8.1

    \[\leadsto w0 \cdot \sqrt{1 - \frac{M \cdot D}{2 \cdot d} \cdot \color{blue}{\frac{\frac{M \cdot D}{2 \cdot d} \cdot h}{\ell}}}\]
  7. Using strategy rm
  8. Applied clear-num8.1

    \[\leadsto w0 \cdot \sqrt{1 - \color{blue}{\frac{1}{\frac{2 \cdot d}{M \cdot D}}} \cdot \frac{\frac{M \cdot D}{2 \cdot d} \cdot h}{\ell}}\]
  9. Final simplification8.1

    \[\leadsto w0 \cdot \sqrt{1 - \frac{\frac{M \cdot D}{2 \cdot d} \cdot h}{\ell} \cdot \frac{1}{\frac{2 \cdot d}{M \cdot D}}}\]

Reproduce

herbie shell --seed 2019008 +o rules:numerics
(FPCore (w0 M D h l d)
  :name "Henrywood and Agarwal, Equation (9a)"
  (* w0 (sqrt (- 1 (* (pow (/ (* M D) (* 2 d)) 2) (/ h l))))))

Details

Time bar (total: 26.2s)Debug log

sample138.0ms

Algorithm
intervals

simplify84.0ms

Counts
1 → 1
Calls

1 calls. Slowest were:

84.0ms
(* w0 (sqrt (- 1 (* (pow (/ (* M D) (* 2 d)) 2) (/ h l)))))

prune15.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 12.4b

localize43.0ms

Local error

Found 4 expressions with local error:

8.3b
(* (pow (/ (* M D) (* 2 d)) 2) (/ h l))
5.6b
(/ (* M D) (* 2 d))
4.0b
(sqrt (- 1 (* (pow (/ (* M D) (* 2 d)) 2) (/ h l))))
3.3b
(* w0 (sqrt (- 1 (* (pow (/ (* M D) (* 2 d)) 2) (/ h l)))))

rewrite21.0ms

Algorithm
rewrite-expression-head
Counts
4 → 80
Calls

4 calls. Slowest were:

9.0ms
(* (pow (/ (* M D) (* 2 d)) 2) (/ h l))
4.0ms
(/ (* M D) (* 2 d))
3.0ms
(* w0 (sqrt (- 1 (* (pow (/ (* M D) (* 2 d)) 2) (/ h l)))))

series398.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

155.0ms
(* w0 (sqrt (- 1 (* (pow (/ (* M D) (* 2 d)) 2) (/ h l)))))
131.0ms
(sqrt (- 1 (* (pow (/ (* M D) (* 2 d)) 2) (/ h l))))
87.0ms
(* (pow (/ (* M D) (* 2 d)) 2) (/ h l))
25.0ms
(/ (* M D) (* 2 d))

simplify3.9s

Counts
47 → 92
Calls

47 calls. Slowest were:

757.0ms
(sqrt (+ 1 (* (pow (/ (* M D) (* 2 d)) 2) (/ h l))))
276.0ms
(+ (* (- (log (* M D)) (log (* 2 d))) 2) (log (/ h l)))
272.0ms
(sqrt (pow (/ (* M D) (* 2 d)) 2))

prune1.6s

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 8.4b

localize15.0ms

Local error

Found 4 expressions with local error:

7.0b
(* (/ (* M D) (* 2 d)) (/ h l))
5.6b
(/ (* M D) (* 2 d))
5.6b
(/ (* M D) (* 2 d))
4.0b
(sqrt (- 1 (* (/ (* M D) (* 2 d)) (* (/ (* M D) (* 2 d)) (/ h l)))))

rewrite13.0ms

Algorithm
rewrite-expression-head
Counts
4 → 77
Calls

4 calls. Slowest were:

5.0ms
(* (/ (* M D) (* 2 d)) (/ h l))
3.0ms
(/ (* M D) (* 2 d))
3.0ms
(/ (* M D) (* 2 d))

series531.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

353.0ms
(/ (* M D) (* 2 d))
101.0ms
(sqrt (- 1 (* (/ (* M D) (* 2 d)) (* (/ (* M D) (* 2 d)) (/ h l)))))
52.0ms
(* (/ (* M D) (* 2 d)) (/ h l))
25.0ms
(/ (* M D) (* 2 d))

simplify4.5s

Counts
42 → 89
Calls

42 calls. Slowest were:

404.0ms
(* 1/2 (/ (* M (* D h)) (* l d)))
374.0ms
(* 1/2 (/ (* M (* D h)) (* l d)))
367.0ms
(sqrt (- (* 1 1) (* (* (/ (* M D) (* 2 d)) (* (/ (* M D) (* 2 d)) (/ h l))) (* (/ (* M D) (* 2 d)) (* (/ (* M D) (* 2 d)) (/ h l))))))

prune1.4s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 7.8b

localize33.0ms

Local error

Found 4 expressions with local error:

5.6b
(/ (* M D) (* 2 d))
5.6b
(/ (* M D) (* 2 d))
5.4b
(* (/ (* M D) (* 2 d)) h)
5.1b
(/ (* (/ (* M D) (* 2 d)) h) l)

rewrite37.0ms

Algorithm
rewrite-expression-head
Counts
4 → 64
Calls

4 calls. Slowest were:

13.0ms
(/ (* (/ (* M D) (* 2 d)) h) l)
12.0ms
(* (/ (* M D) (* 2 d)) h)
6.0ms
(/ (* M D) (* 2 d))

series185.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

70.0ms
(/ (* (/ (* M D) (* 2 d)) h) l)
52.0ms
(* (/ (* M D) (* 2 d)) h)
34.0ms
(/ (* M D) (* 2 d))
28.0ms
(/ (* M D) (* 2 d))

simplify2.6s

Counts
27 → 76
Calls

27 calls. Slowest were:

328.0ms
(* 1/2 (/ (* M (* D h)) (* l d)))
314.0ms
(* 1/2 (/ (* M (* D h)) (* l d)))
293.0ms
(* 1/2 (/ (* M (* D h)) (* l d)))

prune1.2s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 7.8b

localize16.0ms

Local error

Found 4 expressions with local error:

5.8b
(/ (* 2 d) (* M D))
5.6b
(/ (* M D) (* 2 d))
5.4b
(* (/ (* M D) (* 2 d)) h)
5.1b
(/ (* (/ (* M D) (* 2 d)) h) l)

rewrite25.0ms

Algorithm
rewrite-expression-head
Counts
4 → 64
Calls

4 calls. Slowest were:

12.0ms
(/ (* (/ (* M D) (* 2 d)) h) l)
7.0ms
(* (/ (* M D) (* 2 d)) h)
3.0ms
(/ (* M D) (* 2 d))

series134.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

55.0ms
(/ (* (/ (* M D) (* 2 d)) h) l)
42.0ms
(* (/ (* M D) (* 2 d)) h)
20.0ms
(/ (* M D) (* 2 d))
17.0ms
(/ (* 2 d) (* M D))

simplify2.5s

Counts
27 → 76
Calls

27 calls. Slowest were:

319.0ms
(* 1/2 (/ (* M (* D h)) (* l d)))
312.0ms
(* 1/2 (/ (* M (* D h)) d))
286.0ms
(* 1/2 (/ (* M (* D h)) (* l d)))

prune1.2s

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 7.8b

regimes1.8s

Accuracy

0% (1.0b remaining)

Error of 8.1b against oracle of 7.1b and baseline of 8.1b

bsearch5.0ms

end0.0ms

sample3.8s

Algorithm
intervals