Average Error: 57.8 → 33.6
Time: 1.3m
Precision: 64
Internal Precision: 128
\[\frac{c0}{2 \cdot w} \cdot \left(\frac{c0 \cdot \left(d \cdot d\right)}{\left(w \cdot h\right) \cdot \left(D \cdot D\right)} + \sqrt{\frac{c0 \cdot \left(d \cdot d\right)}{\left(w \cdot h\right) \cdot \left(D \cdot D\right)} \cdot \frac{c0 \cdot \left(d \cdot d\right)}{\left(w \cdot h\right) \cdot \left(D \cdot D\right)} - M \cdot M}\right)\]
\[0\]

Error

Bits error versus c0

Bits error versus w

Bits error versus h

Bits error versus D

Bits error versus d

Bits error versus M

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Derivation

  1. Initial program 57.8

    \[\frac{c0}{2 \cdot w} \cdot \left(\frac{c0 \cdot \left(d \cdot d\right)}{\left(w \cdot h\right) \cdot \left(D \cdot D\right)} + \sqrt{\frac{c0 \cdot \left(d \cdot d\right)}{\left(w \cdot h\right) \cdot \left(D \cdot D\right)} \cdot \frac{c0 \cdot \left(d \cdot d\right)}{\left(w \cdot h\right) \cdot \left(D \cdot D\right)} - M \cdot M}\right)\]
  2. Initial simplification55.1

    \[\leadsto (\left(\frac{c0}{w \cdot 2}\right) \cdot \left(\sqrt{(\left(\left(\frac{d}{D} \cdot \frac{d}{D}\right) \cdot \frac{\frac{c0}{h}}{w}\right) \cdot \left(\left(\frac{d}{D} \cdot \frac{d}{D}\right) \cdot \frac{\frac{c0}{h}}{w}\right) + \left(M \cdot \left(-M\right)\right))_*}\right) + \left(\frac{c0}{w \cdot 2} \cdot \left(\left(\frac{d}{D} \cdot \frac{d}{D}\right) \cdot \frac{\frac{c0}{h}}{w}\right)\right))_*\]
  3. Taylor expanded around inf 33.6

    \[\leadsto \color{blue}{0}\]
  4. Final simplification33.6

    \[\leadsto 0\]

Reproduce

herbie shell --seed 2018362 +o rules:numerics
(FPCore (c0 w h D d M)
  :name "Henrywood and Agarwal, Equation (13)"
  (* (/ c0 (* 2 w)) (+ (/ (* c0 (* d d)) (* (* w h) (* D D))) (sqrt (- (* (/ (* c0 (* d d)) (* (* w h) (* D D))) (/ (* c0 (* d d)) (* (* w h) (* D D)))) (* M M))))))

Details

Time bar (total: 41.5s)Debug log

start835.0ms

Algorithm
intervals

setup507.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 53.5b

localize61.0ms

Local error

Found 4 expressions with local error:

46.9b
(fma (/ c0 (* w 2)) (sqrt (fma (* (* (/ d D) (/ d D)) (/ (/ c0 h) w)) (* (* (/ d D) (/ d D)) (/ (/ c0 h) w)) (* M (- M)))) (* (/ c0 (* w 2)) (* (* (/ d D) (/ d D)) (/ (/ c0 h) w))))
13.7b
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))
13.7b
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))
13.7b
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))

rewrite31.0ms

Algorithm
rewrite-expression-head
Counts
4 → 94
Calls

4 calls. Slowest were:

13.0ms
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))
8.0ms
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))
8.0ms
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))

series610.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

434.0ms
(fma (/ c0 (* w 2)) (sqrt (fma (* (* (/ d D) (/ d D)) (/ (/ c0 h) w)) (* (* (/ d D) (/ d D)) (/ (/ c0 h) w)) (* M (- M)))) (* (/ c0 (* w 2)) (* (* (/ d D) (/ d D)) (/ (/ c0 h) w))))
63.0ms
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))
60.0ms
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))
52.0ms
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))

simplify10.1s

Counts
72 → 106
Calls

72 calls. Slowest were:

479.0ms
(/ (* c0 (pow d 2)) (* w (* (pow D 2) h)))
446.0ms
(/ (* c0 (pow d 2)) (* w (* (pow D 2) h)))
429.0ms
(* (* (* (* (/ d D) (/ d D)) (* (/ d D) (/ d D))) (* (/ d D) (/ d D))) (* (* (/ (/ c0 h) w) (/ (/ c0 h) w)) (/ (/ c0 h) w)))

prune2.0s

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 29.2b

localize0.0ms

Local error

Found 0 expressions with local error:

rewrite0.0ms

Algorithm
rewrite-expression-head
Counts
0 → 0
Calls

0 calls. Slowest were:

series0.0ms

Counts
0 → 0
Calls

0 calls. Slowest were:

simplify0.0ms

Counts
0 → 0
Calls

0 calls. Slowest were:

prune64.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 29.2b

localize28.0ms

Local error

Found 4 expressions with local error:

46.5b
(fma (/ c0 (* w 2)) (sqrt (fma (* (* (/ d D) (/ d D)) (/ (/ c0 h) w)) (* (/ d D) (* (/ d D) (/ (/ c0 h) w))) (* M (- M)))) (* (/ c0 (* w 2)) (* (* (/ d D) (/ d D)) (/ (/ c0 h) w))))
13.7b
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))
13.7b
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))
13.2b
(sqrt (fma (* (* (/ d D) (/ d D)) (/ (/ c0 h) w)) (* (/ d D) (* (/ d D) (/ (/ c0 h) w))) (* M (- M))))

rewrite39.0ms

Algorithm
rewrite-expression-head
Counts
4 → 80
Calls

4 calls. Slowest were:

18.0ms
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))
17.0ms
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))
2.0ms
(sqrt (fma (* (* (/ d D) (/ d D)) (/ (/ c0 h) w)) (* (/ d D) (* (/ d D) (/ (/ c0 h) w))) (* M (- M))))

series778.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

439.0ms
(fma (/ c0 (* w 2)) (sqrt (fma (* (* (/ d D) (/ d D)) (/ (/ c0 h) w)) (* (/ d D) (* (/ d D) (/ (/ c0 h) w))) (* M (- M)))) (* (/ c0 (* w 2)) (* (* (/ d D) (/ d D)) (/ (/ c0 h) w))))
248.0ms
(sqrt (fma (* (* (/ d D) (/ d D)) (/ (/ c0 h) w)) (* (/ d D) (* (/ d D) (/ (/ c0 h) w))) (* M (- M))))
46.0ms
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))
46.0ms
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))

simplify7.3s

Counts
56 → 92
Calls

56 calls. Slowest were:

396.0ms
(+ (+ (log (/ d D)) (log (/ d D))) (log (/ (/ c0 h) w)))
394.0ms
(/ (* c0 (pow d 2)) (* w (* (pow D 2) h)))
367.0ms
(* (* d (/ d D)) (/ (/ c0 h) w))

prune1.9s

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 29.1b

localize14.0ms

Local error

Found 4 expressions with local error:

29.0b
(+ (* (/ c0 (* w 2)) (sqrt (fma (* (* (/ d D) (/ d D)) (/ (/ c0 h) w)) (* (/ d D) (* (/ d D) (/ (/ c0 h) w))) (* M (- M))))) (* (/ c0 (* w 2)) (* (* (/ d D) (/ d D)) (/ (/ c0 h) w))))
13.7b
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))
13.7b
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))
13.2b
(sqrt (fma (* (* (/ d D) (/ d D)) (/ (/ c0 h) w)) (* (/ d D) (* (/ d D) (/ (/ c0 h) w))) (* M (- M))))

rewrite32.0ms

Algorithm
rewrite-expression-head
Counts
4 → 100
Calls

4 calls. Slowest were:

12.0ms
(+ (* (/ c0 (* w 2)) (sqrt (fma (* (* (/ d D) (/ d D)) (/ (/ c0 h) w)) (* (/ d D) (* (/ d D) (/ (/ c0 h) w))) (* M (- M))))) (* (/ c0 (* w 2)) (* (* (/ d D) (/ d D)) (/ (/ c0 h) w))))
9.0ms
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))
8.0ms
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))

series813.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

509.0ms
(+ (* (/ c0 (* w 2)) (sqrt (fma (* (* (/ d D) (/ d D)) (/ (/ c0 h) w)) (* (/ d D) (* (/ d D) (/ (/ c0 h) w))) (* M (- M))))) (* (/ c0 (* w 2)) (* (* (/ d D) (/ d D)) (/ (/ c0 h) w))))
176.0ms
(sqrt (fma (* (* (/ d D) (/ d D)) (/ (/ c0 h) w)) (* (/ d D) (* (/ d D) (/ (/ c0 h) w))) (* M (- M))))
69.0ms
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))
59.0ms
(* (* (/ d D) (/ d D)) (/ (/ c0 h) w))

simplify12.3s

Counts
90 → 112
Calls

90 calls. Slowest were:

589.0ms
(+ (* (* c0 (sqrt (fma (* (* (/ d D) (/ d D)) (/ (/ c0 h) w)) (* (/ d D) (* (/ d D) (/ (/ c0 h) w))) (* M (- M))))) (* D D)) (* (* w 2) (* (/ c0 (* w 2)) (* (* d d) (/ (/ c0 h) w)))))
424.0ms
(/ (* c0 (pow d 2)) (* w (* (pow D 2) h)))
401.0ms
(+ (+ (log (/ d D)) (log (/ d D))) (log (/ (/ c0 h) w)))

prune2.2s

Pruning

14 alts after pruning (12 fresh and 2 done)

Merged error: 28.2b

regimes1.9s

Accuracy

0% (6.6b remaining)

Error of 33.6b against oracle of 27.0b and baseline of 33.6b

bsearch0.0ms