Average Error: 13.4 → 8.1
Time: 26.2s
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 
(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: 25.1s)Debug log

sample134.0ms

Algorithm
intervals

simplify95.0ms

Counts
1 → 1
Calls

1 calls. Slowest were:

95.0ms
(* w0 (sqrt (- 1 (* (pow (/ (* M D) (* 2 d)) 2) (/ h l)))))

prune9.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 12.4b

localize35.0ms

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)))))

rewrite19.0ms

Algorithm
rewrite-expression-head
Counts
4 → 72
Calls

4 calls. Slowest were:

8.0ms
(* w0 (sqrt (- 1 (* (pow (/ (* M D) (* 2 d)) 2) (/ h l)))))
6.0ms
(* (pow (/ (* M D) (* 2 d)) 2) (/ h l))
3.0ms
(/ (* M D) (* 2 d))

series423.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

188.0ms
(* w0 (sqrt (- 1 (* (pow (/ (* M D) (* 2 d)) 2) (/ h l)))))
141.0ms
(sqrt (- 1 (* (pow (/ (* M D) (* 2 d)) 2) (/ h l))))
78.0ms
(* (pow (/ (* M D) (* 2 d)) 2) (/ h l))
16.0ms
(/ (* M D) (* 2 d))

simplify4.5s

Counts
47 → 84
Calls

47 calls. Slowest were:

773.0ms
(sqrt (+ 1 (* (pow (/ (* M D) (* 2 d)) 2) (/ h l))))
383.0ms
(+ (log (pow (/ (* M D) (* 2 d)) 2)) (log (/ h l)))
291.0ms
(sqrt (pow (/ (* M D) (* 2 d)) 2))

prune1.3s

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 8.4b

localize24.0ms

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 → 69
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))

series251.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

135.0ms
(sqrt (- 1 (* (/ (* M D) (* 2 d)) (* (/ (* M D) (* 2 d)) (/ h l)))))
58.0ms
(* (/ (* M D) (* 2 d)) (/ h l))
30.0ms
(/ (* M D) (* 2 d))
27.0ms
(/ (* M D) (* 2 d))

simplify4.2s

Counts
42 → 81
Calls

42 calls. Slowest were:

440.0ms
(sqrt (- (pow 1 3) (pow (* (/ (* M D) (* 2 d)) (* (/ (* M D) (* 2 d)) (/ h l))) 3)))
365.0ms
(* (/ (* (* (* M D) (* M D)) (* M D)) (* (* (* 2 d) (* 2 d)) (* 2 d))) (* (* (/ h l) (/ h l)) (/ h l)))
361.0ms
(* 1/2 (/ (* M (* D h)) (* l d)))

prune1.4s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 7.8b

localize20.0ms

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)

rewrite33.0ms

Algorithm
rewrite-expression-head
Counts
4 → 56
Calls

4 calls. Slowest were:

13.0ms
(/ (* (/ (* M D) (* 2 d)) h) l)
8.0ms
(* (/ (* M D) (* 2 d)) h)
5.0ms
(/ (* M D) (* 2 d))

series162.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

60.0ms
(/ (* (/ (* M D) (* 2 d)) h) l)
51.0ms
(* (/ (* M D) (* 2 d)) h)
27.0ms
(/ (* M D) (* 2 d))
24.0ms
(/ (* M D) (* 2 d))

simplify2.7s

Counts
27 → 68
Calls

27 calls. Slowest were:

317.0ms
(* 1/2 (/ (* M (* D h)) (* l d)))
289.0ms
(* 1/2 (/ (* M (* D h)) (* l d)))
286.0ms
(* 1/2 (/ (* M (* D h)) (* l d)))

prune1.1s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 7.8b

localize26.0ms

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)

rewrite19.0ms

Algorithm
rewrite-expression-head
Counts
4 → 56
Calls

4 calls. Slowest were:

8.0ms
(/ (* (/ (* M D) (* 2 d)) h) l)
4.0ms
(* (/ (* M D) (* 2 d)) h)
3.0ms
(/ (* 2 d) (* M D))

series161.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

52.0ms
(* (/ (* M D) (* 2 d)) h)
51.0ms
(/ (* (/ (* M D) (* 2 d)) h) l)
29.0ms
(/ (* M D) (* 2 d))
28.0ms
(/ (* 2 d) (* M D))

simplify2.9s

Counts
27 → 68
Calls

27 calls. Slowest were:

636.0ms
(* 1/2 (/ (* M (* D h)) (* l d)))
321.0ms
(* 1/2 (/ (* M (* D h)) (* l d)))
274.0ms
(* 1/2 (/ (* M (* D h)) (* l d)))

prune849.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 7.8b

regimes1.7s

Accuracy

0% (1.0b remaining)

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

bsearch2.0ms

end0.0ms

sample3.1s

Algorithm
intervals