Average Error: 34.4 → 30.7
Time: 1.0m
Precision: 64
Internal Precision: 128
\[\sqrt[3]{\frac{1}{2 \cdot a} \cdot \left(\left(-g\right) + \sqrt{g \cdot g - h \cdot h}\right)} + \sqrt[3]{\frac{1}{2 \cdot a} \cdot \left(\left(-g\right) - \sqrt{g \cdot g - h \cdot h}\right)}\]
\[\begin{array}{l} \mathbf{if}\;g \le 8.325941240374795 \cdot 10^{-162}:\\ \;\;\;\;\sqrt[3]{\left(\left(-g\right) - \sqrt{g \cdot g - h \cdot h}\right) \cdot \frac{1}{a \cdot 2}} + \frac{\sqrt[3]{\left(-g\right) - g}}{\sqrt[3]{a \cdot 2}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt[3]{\frac{\sqrt{\left(h + g\right) \cdot \left(g - h\right)} \cdot \sqrt{\left(h + g\right) \cdot \left(g - h\right)} - g \cdot g}{\sqrt{\left(h + g\right) \cdot \left(g - h\right)} + g}}}{\sqrt[3]{a \cdot 2}} + \sqrt[3]{\left(-g\right) - \sqrt{g \cdot g - h \cdot h}} \cdot \sqrt[3]{\frac{\frac{1}{2}}{a}}\\ \end{array}\]

Error

Bits error versus g

Bits error versus h

Bits error versus a

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Derivation

  1. Split input into 2 regimes
  2. if g < 8.325941240374795e-162

    1. Initial program 35.1

      \[\sqrt[3]{\frac{1}{2 \cdot a} \cdot \left(\left(-g\right) + \sqrt{g \cdot g - h \cdot h}\right)} + \sqrt[3]{\frac{1}{2 \cdot a} \cdot \left(\left(-g\right) - \sqrt{g \cdot g - h \cdot h}\right)}\]
    2. Using strategy rm
    3. Applied associate-*l/35.1

      \[\leadsto \sqrt[3]{\color{blue}{\frac{1 \cdot \left(\left(-g\right) + \sqrt{g \cdot g - h \cdot h}\right)}{2 \cdot a}}} + \sqrt[3]{\frac{1}{2 \cdot a} \cdot \left(\left(-g\right) - \sqrt{g \cdot g - h \cdot h}\right)}\]
    4. Applied cbrt-div31.6

      \[\leadsto \color{blue}{\frac{\sqrt[3]{1 \cdot \left(\left(-g\right) + \sqrt{g \cdot g - h \cdot h}\right)}}{\sqrt[3]{2 \cdot a}}} + \sqrt[3]{\frac{1}{2 \cdot a} \cdot \left(\left(-g\right) - \sqrt{g \cdot g - h \cdot h}\right)}\]
    5. Simplified31.6

      \[\leadsto \frac{\color{blue}{\sqrt[3]{\sqrt{\left(g - h\right) \cdot \left(g + h\right)} - g}}}{\sqrt[3]{2 \cdot a}} + \sqrt[3]{\frac{1}{2 \cdot a} \cdot \left(\left(-g\right) - \sqrt{g \cdot g - h \cdot h}\right)}\]
    6. Taylor expanded around -inf 31.5

      \[\leadsto \frac{\sqrt[3]{\color{blue}{-1 \cdot g} - g}}{\sqrt[3]{2 \cdot a}} + \sqrt[3]{\frac{1}{2 \cdot a} \cdot \left(\left(-g\right) - \sqrt{g \cdot g - h \cdot h}\right)}\]
    7. Simplified31.5

      \[\leadsto \frac{\sqrt[3]{\color{blue}{\left(-g\right)} - g}}{\sqrt[3]{2 \cdot a}} + \sqrt[3]{\frac{1}{2 \cdot a} \cdot \left(\left(-g\right) - \sqrt{g \cdot g - h \cdot h}\right)}\]

    if 8.325941240374795e-162 < g

    1. Initial program 33.5

      \[\sqrt[3]{\frac{1}{2 \cdot a} \cdot \left(\left(-g\right) + \sqrt{g \cdot g - h \cdot h}\right)} + \sqrt[3]{\frac{1}{2 \cdot a} \cdot \left(\left(-g\right) - \sqrt{g \cdot g - h \cdot h}\right)}\]
    2. Using strategy rm
    3. Applied associate-*l/33.5

      \[\leadsto \sqrt[3]{\color{blue}{\frac{1 \cdot \left(\left(-g\right) + \sqrt{g \cdot g - h \cdot h}\right)}{2 \cdot a}}} + \sqrt[3]{\frac{1}{2 \cdot a} \cdot \left(\left(-g\right) - \sqrt{g \cdot g - h \cdot h}\right)}\]
    4. Applied cbrt-div33.5

      \[\leadsto \color{blue}{\frac{\sqrt[3]{1 \cdot \left(\left(-g\right) + \sqrt{g \cdot g - h \cdot h}\right)}}{\sqrt[3]{2 \cdot a}}} + \sqrt[3]{\frac{1}{2 \cdot a} \cdot \left(\left(-g\right) - \sqrt{g \cdot g - h \cdot h}\right)}\]
    5. Simplified33.5

      \[\leadsto \frac{\color{blue}{\sqrt[3]{\sqrt{\left(g - h\right) \cdot \left(g + h\right)} - g}}}{\sqrt[3]{2 \cdot a}} + \sqrt[3]{\frac{1}{2 \cdot a} \cdot \left(\left(-g\right) - \sqrt{g \cdot g - h \cdot h}\right)}\]
    6. Using strategy rm
    7. Applied cbrt-prod29.9

      \[\leadsto \frac{\sqrt[3]{\sqrt{\left(g - h\right) \cdot \left(g + h\right)} - g}}{\sqrt[3]{2 \cdot a}} + \color{blue}{\sqrt[3]{\frac{1}{2 \cdot a}} \cdot \sqrt[3]{\left(-g\right) - \sqrt{g \cdot g - h \cdot h}}}\]
    8. Simplified29.9

      \[\leadsto \frac{\sqrt[3]{\sqrt{\left(g - h\right) \cdot \left(g + h\right)} - g}}{\sqrt[3]{2 \cdot a}} + \color{blue}{\sqrt[3]{\frac{\frac{1}{2}}{a}}} \cdot \sqrt[3]{\left(-g\right) - \sqrt{g \cdot g - h \cdot h}}\]
    9. Using strategy rm
    10. Applied flip--29.8

      \[\leadsto \frac{\sqrt[3]{\color{blue}{\frac{\sqrt{\left(g - h\right) \cdot \left(g + h\right)} \cdot \sqrt{\left(g - h\right) \cdot \left(g + h\right)} - g \cdot g}{\sqrt{\left(g - h\right) \cdot \left(g + h\right)} + g}}}}{\sqrt[3]{2 \cdot a}} + \sqrt[3]{\frac{\frac{1}{2}}{a}} \cdot \sqrt[3]{\left(-g\right) - \sqrt{g \cdot g - h \cdot h}}\]
  3. Recombined 2 regimes into one program.
  4. Final simplification30.7

    \[\leadsto \begin{array}{l} \mathbf{if}\;g \le 8.325941240374795 \cdot 10^{-162}:\\ \;\;\;\;\sqrt[3]{\left(\left(-g\right) - \sqrt{g \cdot g - h \cdot h}\right) \cdot \frac{1}{a \cdot 2}} + \frac{\sqrt[3]{\left(-g\right) - g}}{\sqrt[3]{a \cdot 2}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\sqrt[3]{\frac{\sqrt{\left(h + g\right) \cdot \left(g - h\right)} \cdot \sqrt{\left(h + g\right) \cdot \left(g - h\right)} - g \cdot g}{\sqrt{\left(h + g\right) \cdot \left(g - h\right)} + g}}}{\sqrt[3]{a \cdot 2}} + \sqrt[3]{\left(-g\right) - \sqrt{g \cdot g - h \cdot h}} \cdot \sqrt[3]{\frac{\frac{1}{2}}{a}}\\ \end{array}\]

Reproduce

herbie shell --seed 2018365 
(FPCore (g h a)
  :name "2-ancestry mixing, positive discriminant"
  (+ (cbrt (* (/ 1 (* 2 a)) (+ (- g) (sqrt (- (* g g) (* h h)))))) (cbrt (* (/ 1 (* 2 a)) (- (- g) (sqrt (- (* g g) (* h h))))))))

Details

Time bar (total: 28.6s)Debug log

start820.0ms

Algorithm
intervals

setup366.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 35.2b

localize73.0ms

Local error

Found 4 expressions with local error:

31.0b
(sqrt (- (* g g) (* h h)))
31.0b
(sqrt (- (* g g) (* h h)))
10.0b
(cbrt (* (/ 1 (* 2 a)) (+ (- g) (sqrt (- (* g g) (* h h))))))
9.8b
(cbrt (* (/ 1 (* 2 a)) (- (- g) (sqrt (- (* g g) (* h h))))))

rewrite33.0ms

Algorithm
rewrite-expression-head
Counts
4 → 58
Calls

4 calls. Slowest were:

13.0ms
(cbrt (* (/ 1 (* 2 a)) (- (- g) (sqrt (- (* g g) (* h h))))))
12.0ms
(cbrt (* (/ 1 (* 2 a)) (+ (- g) (sqrt (- (* g g) (* h h))))))
4.0ms
(sqrt (- (* g g) (* h h)))

series648.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

304.0ms
(cbrt (* (/ 1 (* 2 a)) (+ (- g) (sqrt (- (* g g) (* h h))))))
288.0ms
(cbrt (* (/ 1 (* 2 a)) (- (- g) (sqrt (- (* g g) (* h h))))))
32.0ms
(sqrt (- (* g g) (* h h)))
24.0ms
(sqrt (- (* g g) (* h h)))

simplify5.7s

Counts
38 → 70
Calls

38 calls. Slowest were:

620.0ms
(cbrt (* 1 (- (* (- g) (- g)) (* (sqrt (- (* g g) (* h h))) (sqrt (- (* g g) (* h h)))))))
614.0ms
(cbrt (* 1 (- (* (- g) (- g)) (* (sqrt (- (* g g) (* h h))) (sqrt (- (* g g) (* h h)))))))
552.0ms
(cbrt (* (/ 1 (* 2 a)) (- (* (- g) (- g)) (* (sqrt (- (* g g) (* h h))) (sqrt (- (* g g) (* h h)))))))

prune1.4s

Pruning

16 alts after pruning (16 fresh and 0 done)

Merged error: 31.3b

localize26.0ms

Local error

Found 4 expressions with local error:

31.0b
(sqrt (* (- g h) (+ g h)))
31.0b
(sqrt (- (* g g) (* h h)))
9.8b
(cbrt (* (/ 1 (* 2 a)) (- (- g) (sqrt (- (* g g) (* h h))))))
2.6b
(- (* g g) (* h h))

rewrite12.0ms

Algorithm
rewrite-expression-head
Counts
4 → 59
Calls

4 calls. Slowest were:

7.0ms
(cbrt (* (/ 1 (* 2 a)) (- (- g) (sqrt (- (* g g) (* h h))))))
2.0ms
(sqrt (- (* g g) (* h h)))
2.0ms
(- (* g g) (* h h))

series417.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

299.0ms
(cbrt (* (/ 1 (* 2 a)) (- (- g) (sqrt (- (* g g) (* h h))))))
50.0ms
(sqrt (* (- g h) (+ g h)))
40.0ms
(sqrt (- (* g g) (* h h)))
29.0ms
(- (* g g) (* h h))

simplify5.1s

Counts
37 → 71
Calls

37 calls. Slowest were:

837.0ms
(cbrt (* (/ 1 (* 2 a)) (- (* (- g) (- g)) (* (sqrt (- (* g g) (* h h))) (sqrt (- (* g g) (* h h)))))))
665.0ms
(cbrt (* 1 (- (* (- g) (- g)) (* (sqrt (- (* g g) (* h h))) (sqrt (- (* g g) (* h h)))))))
404.0ms
(sqrt (* (- (* g g) (* h h)) (+ g h)))

prune1.5s

Pruning

18 alts after pruning (18 fresh and 0 done)

Merged error: 30.2b

localize15.0ms

Local error

Found 4 expressions with local error:

31.0b
(sqrt (* (- g h) (+ g h)))
31.0b
(sqrt (- (* g g) (* h h)))
2.6b
(- (* g g) (* h h))
1.3b
(- (sqrt (* (- g h) (+ g h))) g)

rewrite26.0ms

Algorithm
rewrite-expression-head
Counts
4 → 56
Calls

4 calls. Slowest were:

15.0ms
(- (sqrt (* (- g h) (+ g h))) g)
4.0ms
(- (* g g) (* h h))
4.0ms
(sqrt (- (* g g) (* h h)))

series179.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

57.0ms
(- (sqrt (* (- g h) (+ g h))) g)
54.0ms
(sqrt (* (- g h) (+ g h)))
39.0ms
(sqrt (- (* g g) (* h h)))
28.0ms
(- (* g g) (* h h))

simplify2.4s

Counts
31 → 68
Calls

31 calls. Slowest were:

427.0ms
(sqrt (* (- (* g g) (* h h)) (+ g h)))
315.0ms
(sqrt (* (- (* g g) (* h h)) (+ (pow g 3) (pow h 3))))
296.0ms
(sqrt (* (- (pow g 3) (pow h 3)) (+ g h)))

prune1.8s

Pruning

20 alts after pruning (20 fresh and 0 done)

Merged error: 30.2b

localize13.0ms

Local error

Found 4 expressions with local error:

31.0b
(sqrt (- (* g g) (* h h)))
31.0b
(sqrt (- (* g g) (* h h)))
9.8b
(cbrt (* (/ 1 (* 2 a)) (- (- g) (sqrt (- (* g g) (* h h))))))
2.6b
(- (* g g) (* h h))

rewrite13.0ms

Algorithm
rewrite-expression-head
Counts
4 → 57
Calls

4 calls. Slowest were:

6.0ms
(cbrt (* (/ 1 (* 2 a)) (- (- g) (sqrt (- (* g g) (* h h))))))
2.0ms
(sqrt (- (* g g) (* h h)))
2.0ms
(sqrt (- (* g g) (* h h)))

series358.0ms

Counts
4 → 12
Calls

4 calls. Slowest were:

275.0ms
(cbrt (* (/ 1 (* 2 a)) (- (- g) (sqrt (- (* g g) (* h h))))))
34.0ms
(sqrt (- (* g g) (* h h)))
32.0ms
(sqrt (- (* g g) (* h h)))
18.0ms
(- (* g g) (* h h))

simplify3.4s

Counts
35 → 69
Calls

35 calls. Slowest were:

648.0ms
(cbrt (* 1 (- (* (- g) (- g)) (* (sqrt (- (* g g) (* h h))) (sqrt (- (* g g) (* h h)))))))
410.0ms
(cbrt (* (/ 1 (* 2 a)) (- (* (- g) (- g)) (* (sqrt (- (* g g) (* h h))) (sqrt (- (* g g) (* h h)))))))
359.0ms
(* (exp (* 1/3 (- (+ (log (/ -1 g)) (+ (log 1/2) (log (/ -1 a)))) (* 2 (log (/ -1 h)))))) (cbrt -1/2))

prune1.4s

Pruning

20 alts after pruning (20 fresh and 0 done)

Merged error: 30.2b

regimes1.7s

Accuracy

57% (1.4b remaining)

Error of 30.7b against oracle of 29.3b and baseline of 32.6b

bsearch1.1s