Average Error: 3.7 → 0
Time: 2.9s
Precision: 64
Internal Precision: 128
\[\left(a + \left(b + \left(c + d\right)\right)\right) \cdot 2\]
\[2 \cdot \left(\left(d + a\right) + \left(c + b\right)\right)\]

Error

Bits error versus a

Bits error versus b

Bits error versus c

Bits error versus d

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original3.7
Target3.9
Herbie0
\[\left(a + b\right) \cdot 2 + \left(c + d\right) \cdot 2\]

Derivation

  1. Initial program 3.7

    \[\left(a + \left(b + \left(c + d\right)\right)\right) \cdot 2\]
  2. Using strategy rm
  3. Applied associate-+r+2.8

    \[\leadsto \left(a + \color{blue}{\left(\left(b + c\right) + d\right)}\right) \cdot 2\]
  4. Using strategy rm
  5. Applied +-commutative2.8

    \[\leadsto \color{blue}{\left(\left(\left(b + c\right) + d\right) + a\right)} \cdot 2\]
  6. Using strategy rm
  7. Applied associate-+l+0

    \[\leadsto \color{blue}{\left(\left(b + c\right) + \left(d + a\right)\right)} \cdot 2\]
  8. Final simplification0

    \[\leadsto 2 \cdot \left(\left(d + a\right) + \left(c + b\right)\right)\]

Reproduce

herbie shell --seed 2019002 +o rules:numerics
(FPCore (a b c d)
  :name "Expression, p6"
  :pre (and (<= -14 a -13) (<= -3 b -2) (<= 3 c 3.5) (<= 12.5 d 13.5))

  :herbie-target
  (+ (* (+ a b) 2) (* (+ c d) 2))

  (* (+ a (+ b (+ c d))) 2))

Details

Time bar (total: 2.6s)Debug log

sample57.0ms

Algorithm
intervals

simplify304.0ms

Counts
1 → 1
Calls

1 calls. Slowest were:

304.0ms
(* (+ a (+ b (+ c d))) 2)

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 3.7b

localize12.0ms

Local error

Found 2 expressions with local error:

2.9b
(+ a (+ b (+ c d)))
0.4b
(+ b (+ c d))

rewrite2.0ms

Algorithm
rewrite-expression-head
Counts
2 → 26
Calls

2 calls. Slowest were:

1.0ms
(+ a (+ b (+ c d)))
1.0ms
(+ b (+ c d))

series35.0ms

Counts
2 → 6
Calls

2 calls. Slowest were:

21.0ms
(+ a (+ b (+ c d)))
14.0ms
(+ b (+ c d))

simplify78.0ms

Counts
7 → 32
Calls

7 calls. Slowest were:

14.0ms
(+ b (+ c d))
13.0ms
(+ b (+ c d))
13.0ms
(+ b (+ c d))

prune338.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 2.4b

localize10.0ms

Local error

Found 1 expressions with local error:

2.9b
(+ a (+ (+ b c) d))

rewrite3.0ms

Algorithm
rewrite-expression-head
Counts
1 → 13
Calls

1 calls. Slowest were:

3.0ms
(+ a (+ (+ b c) d))

series21.0ms

Counts
1 → 3
Calls

1 calls. Slowest were:

21.0ms
(+ a (+ (+ b c) d))

simplify20.0ms

Counts
3 → 16
Calls

3 calls. Slowest were:

7.0ms
(+ a (+ b c))
6.0ms
(+ b (+ c d))
6.0ms
(+ b (+ c d))

prune202.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 2.1b

localize11.0ms

Local error

Found 1 expressions with local error:

2.9b
(+ (+ (+ b c) d) a)

rewrite19.0ms

Algorithm
rewrite-expression-head
Counts
1 → 16
Calls

1 calls. Slowest were:

19.0ms
(+ (+ (+ b c) d) a)

series21.0ms

Counts
1 → 3
Calls

1 calls. Slowest were:

21.0ms
(+ (+ (+ b c) d) a)

simplify64.0ms

Counts
6 → 19
Calls

6 calls. Slowest were:

14.0ms
(+ a (+ c d))
13.0ms
(sqrt (+ (+ b c) d))
13.0ms
(+ a (+ c d))

prune200.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0b

localize7.0ms

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:

prune6.0ms

Pruning

1 alts after pruning (0 fresh and 1 done)

Merged error: 0b

end0.0ms

sample1.1s

Algorithm
intervals