SUMMARY:The so-called 3x+1 problem is to prove that all 3x+1
sequences eventually converge. The sequences themselves however and their
lengths display some interesting properties and raise unanswered questions.
These pages supply numerical data and propose some conjectures
on this innocent looking problem.

For any positive integer N a sequence S_{i} can be defined by putting

S_{0} = N

and for all i > 0:

S_{i} = S_{i-1} / 2

if S_{i-1} is even

S_{i} = S_{i-1} * 3 + 1

if S_{i-1} is odd

This latter formula usually gives the sequence its name,
the 3x + 1 problem, sometimes also referred to as the Collatz problem,
the Syracuse problem or some other name.
Thus for N = 13 we find

Note : although the sequence is equally well defined when the process is
applied to negative integers this page deals with
positive integers only, also known as the Natural Numbers.
Therefore all results on this page shall always be understood to refer to
natural numbers only.

We now define

Mx(N)

Mx(N) = lim k → ∞ Max(S_{0},
S_{1}, ..., S_{k})

Mn(N)

Mn(N) = lim k → ∞ Min(S_{0},
S_{1}, ..., S_{k})

Thus we will call any positive integer

Convergent

if Mn(N) = 1

Divergent

if Mx(N) does not exist

Cyclic

otherwise

No positive integer N is known which may possibly be divergent, and we therefore
reach the widely believed yet still unproven:

Conjecture 1a : (weak 3x+1 conjecture)

No integer N is divergent.

Serious indications exist however that no other cycle but the simple 4-2-1
cycle exists. In fact it is already known that any other cycle must
contain at least a very large number of elements.
See the cycles page to find out the exact numbers
and how they follow from the current status of the problem.

It is therefore not unreasonable to state

Conjecture 1b : (strong 3x+1 conjecture)

All positive integers N are convergent.

This conjecture remains unproven to this day.

While most authors on the subject have concerned themselves mainly with proving
conjecture 1b, on these pages we will from here on assume that conjecture 1b holds
and look into a number of other properties of the 3x+1 sequences.

The Glide

Glide

for any positive integer N > 1 let k be the lowest index for which
S_{k} < N.
We shall call k the Glide of N and write this as G(N).

Calculating the Glide for any positive integer is tantamount to showing it is
convergent, as long as all smaller numbers are known to be convergent as well.
Thus we may restate conjecture 1b as follows:

It may not be immediately obvious from the definition of the sequence that
arbitrarily high Glides must exist. But observe that any number of the form
N = 2^{p} - 1 with
p > 1 will have
S_{2} = 3 * 2^{p-1} - 1 and, since
S_{2} is odd :
S_{4} = 3 * 3 * 2^{p-2} - 1 and eventually
S_{2p} = 3^{p} - 1.
Hence S_{i} will not be below N
for at least 2p steps, and therefore G(N) > 2p.

Although Glides are thus unbounded it is a far different proposition to find
the smallest number for which G(N) > k
for any given k.

Glide Record

a positive integer N is called a Glide Record
if for all M < N we have G(M) < G(N)

Skipping the trivial numbers 1 and 2 the first Glide Records are

N = 3 G(N) = 6
N = 7 G(N) = 11
N = 27 G(N) = 96
N = 703 G(N) = 132

and so on.
The author calculated Glides over a substantial interval,
and the Glide Records found so far are given in the
Glide Records Table.

Delay and Residue

Delay

for any positive integer N let k be the lowest index for which
S_{k} = 1.
We shall call k the Delay of N and write this as D(N).

Delay Record

A positive integer N is called a Delay Record
if for all M < N we have D(M) < D(N).

Lengthy calculations have been made in trying to find Delay Records.
All currently known Delay Records are given in the
Delay Records Table.
Note: to calculate the delay of any number yourself try the 3x + 1 calculator page.

Residue

for any positive integer N let E(N) and O(N) denote the number of
elements from S_{0} to S_{D(N)-1} which are even or odd,
respectively. Obviously O(N) + E(N) = D(N).
Now due to the construction of the sequence we may write

2^{E(N)} = 3^{O(N)} * N * Res(N)

where Res(N) is a factor equal to the product of (1 + 1 / ( 3 * S_{i} ) )
taken over the odd elements S_{i} for 0 ≤ i < D(N).
We will call Res(N) the Residue of N.

It turns out that Res(N) is usually small and typically lies
between 1.10 and 1.25. Therefore it appears reasonable to propose

Conjecture 2a : (weak residue conjecture)

A number Res_{max} exists such that for every positive integer

Res(N) < Res_{max}.

There are serious indications though that a much more explicit
conjecture can be made:

Conjecture 2b : (strong residue conjecture)

For all N : Res(N) ≤ Res(993).

For the evidence to support this conjecture look at the
residues page.
Whether conjecture 2b is true or not, we will from now on assume that at
least conjecture 2a holds, and also that Res_{max} << 6.

Completeness

Completeness

for all integers N > 1 the Completeness
of N, C(N), is defined by C(N) = O(N) / E(N).

Theorem 1 :

For all N > 1: C(N) < ln(2)/ln(3) = 0.63092975...

Proof :

From the previous paragraph we had, by definition
2^{E(N)} = 3^{O(N)} * N * Res(N) Taking the logarithm and regrouping yields
O(N) / E(N) = ln(2) / ln(3) - (ln(N) + ln(Res(N))) / (E(N).ln(3) ) The final term is often small, but always > 0.

This leads to the rather more complex question of how close C(N) can
get to its theoretical limit. If the final term could get infinitesimally close to
zero then the completeness would get infinitesimally close to this limit.
For large N the final term is proportional to ln(N) / E(N).
The reciprocal of this quantity is usually defined as Gamma.

Gamma

for all integers N > 1 Gamma(N)
is defined by E(N) / ln(N).

There is ample evidence to suggest that Gamma(N) will not reach
arbitrary large values, and so we reach

Conjecture 3 :

A number C_{max} exists such that
for all N > 1 : C(N) < C_{max}.
with C_{max} < ln(2) / ln(3).

Or, in simpler terms: C(N) will not get infinitesimally
close to its theoretical limit. For the evidence to support this
conjecture look at the completeness page.

Completeness Record

A number N > 1 is called a Completeness Record
if for all M < N we have C(M) < C(N).

Similarly we have

Gamma Record

A number N > 1 is called a Gamma Record
if for all M < N we have Gamma(M) < Gamma(N).

From the similarity of their definitions it should come as no surprise that
the tables of known Completeness and Gamma records are virtually the same.

Assuming Conjecture 1b holds we can partition the positive integers into
Delay Classes DC_{k} (k=0,1,2,3...) where an integer N is said
to belong to class D(N).

We note that no class is empty as for N = 2^{k}
we have D(N) = k.

Class Record

The lowest element of a Delay Class DC_{k}
is called its Class Record, indicated by R_{k}.

Class Records of consecutive classes are often 'related',
the lower one occurring in the sequence of the higher one.
Assuming Conjecture 2a holds, with Res_{max} < 6 we have:

Theorem 2 :

Let R_{k} and R_{k+1} be the records of
Delay Classes k and k + 1, respectively.
Then O(R_{k}) <= O(R_{k+1})
and E(R_{k}) <= E(R_{k+1}).

Proof :

Let R_{k} and R_{k+1}
be the records of classes k and k+1 respectively.
Assume O(R_{k}) - O(R_{k+1}) = x,
x > 0.
Then R_{k+1} / R_{k} is equal to
2^{x+1} * 3^{x} *
Res(R_{k}) / Res(R_{k+1})
which for positive x is definitely >> 2.
Since N = 2 * R_{k} has a delay of
k + 1 and is smaller than R_{k+1},
this would imply that R_{k+1} would be no class record.
Therefore O(R_{k}) <= O(R_{k+1}).

Assume that E(R_{k}) - E(R_{k+1}) = x,
x > 0.
Then R_{k} / R_{k+1}
is equal to 2^{x} * 3^{x+1} *
Res(R_{k+1}) / Res(R_{k})
which for positive x is definitely >> 3.
Since either N = 3 * R_{k+1} + 1 or
N = R_{k+1} / 2 has delay k,
and both are smaller than R_{k} this would imply
that R_{k} would be no class record.
Therefore E(R_{k}) <= E(R_{k+1}).

From the above result we may easily derive

Theorem 3 :

Let N be any Completeness Record.
Then N is a Class Record as well.

Proof :

Assume a number M < N exists with D(M) = D(N).

• If O(M) = O(N), and thus E(M) = E(N),
then C(M) = C(N) and thus N would be no Completeness Record.
• If O(M) > O(N) then C(M) > C(N) and again
N would be no Completeness Record.
• Finally if O(M) < O(N) then, still assuming
conjecture 2a holds, M would not be < N.
Therefore such an M does not exist and N is therefore a Class Record.

Theoretically a Completeness Record does not necessarily have to be a Delay Record as well,
since a lower number with a higher Delay but lower Completeness might exist.
All currently known Completeness Records are Delay Records as well though.

As of December 2021 all class Records up to 2307 are known.

A complete list of known Class Records can be found in the
Class Records Table.

Strength and Levels

If Conjecture 2a holds, with Rmax << 6, this also implies that
the elements of a Delay Class occur at discrete levels,
which roughly lie a factor 6 apart.
The elements of class 13 for example are 34, 35, 192, 208, 212, 213, 226,
227, 1280, 1344, 1360, 1364, 1365 and 8192. The grouping into four
different "subclasses" is obvious.
In order to work with levels we first define a more basic parameter called the Strength:

Strength

For all positive integers N with D(N) = k
the Strength S(N) is defined by
S(N) = 5 * O(N) - 3 * E(N).

The Strength of most numbers is well below zero, and positive Strengths are quite rare.
It would appear though that arbitrarily high Strengths should exist.

Strength Record

A positive integer N is called a Strength Record
if for all M < N we have S(M) < S(N).

Strength records are quite rare. Only five non-trivial records are known, and the highest one
of those has 18 digits already. They can be found on the Strength page
together with a few numbers that are currently the best known candidates for the next records.
Based on the Strength it is easy to define the Level. Note that for all numbers
N with D(N) = k we have necessarily S(N) ≡ 5k (mod 8)

Level

For all positive integers N with D(N) = k
the Level L(N) is defined by
L(N) = - [S(N) / 8 ]
(where [x] is meant to be the largest integer ≤ x)

Thus S(34) = 5 * 3 - 3 * 10 = -15. Therefore L(34) = -[-15/8] = 2.
Similarly L(192) = 3, L(1280) = 4 and L(8192) = 5.
For any delay k the highest possible level occurs at N = 2^{k}, as
this is the highest number with this delay.
Level 0 can be seen as the highest level for which C(N) >= 0.60.

With lower numbers the 'limited availability' of numbers makes statistics a risky approach, but
with higher numbers we may say that the level yields information about the relative 'exclusiveness'
of the record. From a statistical point of view with levels 'close to 0' we find that the lower the
level, the less numbers are found at that level. Although numbers with negative levels do exist they
are quite rare. The only number below 10,000,000,000 for which L(N) < 0
occurs at N = 63,728,127, for which L(N) = -1.

The next ones are L(12,235,060,455) = -1 (D(N) = 1184) and L(13,371,194,527) = -1
(D(N) = 1210). Up to 21,000,000,000 three more level -1 numbers exist, but then
surprisingly the next one does not appear until R_{1408} = 1,444,338,092,271,
a number almost 70 times larger than its predecessor. Only 9 numbers of level -1 exist before the
first number of level -2 occurs: R_{1549} = 3,743,559,068,799. This number shows
a surprisingly high delay, surpassing the previous Delay Record by no less than over one hundred.

Up to 100,000,000,000,000 (10^{14}) one finds approximately 100 numbers of
level -1 and just a single one of level -2, which gives a fair indication of their rarity.
Thus it is rather unexpected the first number of level -3 is found just outside this interval
at N = 100,759,293,214,567. With a Delay of 1820 this number is
not only a Delay Record, surpassing the previous record with no fewer than 158 steps, but a Strength
and Completeness Record as well. Remarkably a further level -3 number pops up almost immediately as
R_{1789} is found at N = 104,797,092,792,063.
A total of 15 level -3 numbers exist between 100 * 10^{12} and 531 * 10^{12}
but no others appear quickly thereafter. In fact no further level -3 numbers exist below 10^{16}.
The next one is N = 12769,884180,266527, over 20 times larger than
the previous one.

Still lower levels are ever harder to come by. As the numbers increase searches become slower and search
intervals get wider. The lowest level -4 number, now confirmed as a Delay and Strength record, has 18
digits. The smallest number of level -5 found so far has 21 digits and the lowest number currently
known of level -10 has no less than 36 digits.

Path records and Expansion

Any positive integer N can be completely defined by the delay, the level and the residue, i.e. from these
three data N can be calculated exactly. Neither of these however give any information about the path of the
sequence S_{i}. In particular no information is available of Mx(N), the highest number occurring in
the 3x+1-sequence. This number is of practical importance as well, since it indicates the minimum number
of bits needed for a computer algorithm to calculate a particular sequence without overflows occurring.
Note: to calculate the maximum of any number yourself try the 3x + 1 calculator page.

Path Record

a positive integer N is called a Path Record
if for all M < N we have Mx(M) < Mx(N)

The first Path Records are

N = 2 Mx(N) = 2
N = 3 Mx(N) = 16
N = 7 Mx(N) = 52
N = 15 Mx(N) = 160
N = 27 Mx(N) = 9232

and so on. Path records can be conveniently numbered in the order in
which they occur. Thus P_{1} = 2, P_{2} = 3, etc.
A curious observation about the values of Mx(N) is

Theorem 4 :

Let N be any odd number > 2. If Mx(N) > 3N + 1
then Mx(N) ≡ 16 (mod 36).

Proof :

Let x be Mx(N), where x ≡ a (mod 36).
We note that a can not be odd, since x must be even. We also note that
we can not have a ≡ 2 (mod 4) or else x/2 would be odd which would
yield a higher number than x. Therefore a ≡ 0 (mod 4).
Since x must be produced by a 3n+1 iteration we have a ≡ 1 (mod 3).
This leaves just 4, 16 and 28 as possible values for a.
Assume a = 4. Then let x = 36n+4. The predecessor of x must have been
12n+1. Then its predecessor was 24n+2. Since this number is
not ≡ 4 (mod 6) it must have had 48n+4 as its predecessor.
But this number is greater than x, which contradicts the assumption that x is Mx(N).
Similarly for a = 28 we find predecessors 12n+9, 24n+18 and 48n+36,
which again contradicts the assumption that x is Mx(N).
Therefore we can only have a = 16, and therefore Mx(N) ≡ 16 (mod 36)
(and its predecessors in the sequence are 12n+5, 24n+10 and 8n+3).

For all Path Records P_{i} ≥ 3 we indeed have Mx(P_{i} ) > 3.P_{i} + 1,
therefore for i ≥ 2 all Mx(P_{i} ) ≡ 16 (mod 36).

A list of all currently known Path Records can be found in the
Path Records Table.

Expansion

The Expansion with respect to Q, X_{Q} of N is defined as
X_{Q}(N) = Mx(N) / N^{Q}

It is easily seen that X_{1}(N) is unbounded, since if
N = 2^{p} - 1 then, as we saw earlier,
S_{2p} = 3^{p} - 1
and Mx(N) / N is at least approximately equal to
3^{p} / 2^{p}.

A more interesting question arises when we ask for which p X_{p}
might stay bounded. The following result is well known:

Theorem 5 :

X_{Q} is unbounded for Q < ln(3) / ln(2)

Proof :

We saw earlier that for N = 2^{p} - 1Mx(N) will be at least 3^{p} - 1.
Thus for p towards infinity
ln(X_{Q}( N )) = ln( Mx(N) ) - Q * ln( N ) >= p * ( ln(3) - Q * ln(2) )
So for Q < ln(3) / ln(2) the limit does not exist.

When ^{2}log( Mx(P_{i} )) is depicted graphically against
^{2}log( P_{i} ) the curve
shows a tendency to become linear with an approximate slope of 2.
It is not currently known whether or not this tendency is likely to persist.
If it does it implies that X_{Q}(N) is bounded for Q > 2.

Open Question 1 :

Does a number C exist for which X_{2}(N) < C
for all N ?
And if it does, what is the value of C ?

For many years the highest X_{2}(N) known was that of P_{62}
(~ 15.054) and it looked unlikely a higher one would be found in the near future.
In 2005 however Tomás Oliveira e Silva
found P_{88} which has an expansion of ~ 16.315.
As can be seen from the Path Records Table record expansions
are very rare. The function X_{2}(N) reaches a temporary maximum of
12.66 at N = 27, which holds until P_{43} = 319,804,831
is reached, a number over 10,000,000 times larger.
Again, the value of 13.83 reached by P_{43}
is not surpassed until P_{62}, which scores 15.05.
P_{62} is over 10,000 times larger than P_{43}.
Finally the highest expansion currently known is that of P_{88} which
reaches 16.32. P_{88} is well over 500,000 times larger than
its predecessor.

If successive gaps between ever higher values of the function
X_{2}(N) continue to be of this magnitude it looks unlikely
we will ever know more than a handful of Expansion Records.

All numbers up to 2^{69} ( ~ 5.9 * 10^{20} ) have been checked once for convergence.
All numbers up to 87 * 2^{60} ( ~ 1.00 * 10^{20} ) have been double checked for convergence.
All numbers up to 5 * 2^{60} ( ~ 5.76 * 10^{18} ) have been at least triple checked for convergence.
All numbers up to 2^{60} ( ~ 1.15 * 10^{18} ) have been checked in at least four projects for convergence.

All numbers up to 19.86 * 10^{18}
have been checked for class records. ( View progress )

To find out more on the programming techniques used to obtain these results
please consult this page on technical details.

Join the 3x + 1 search!

Whenever (computer) time is available the quest for new records still continues!
The program currently focuses on using GPU cards for maximal progress.
The program runs totally unattended, so anyone with a GPU can
join the 3x+1 search! Just look at the 3x+1 search page to see
how to join, or take a look at the Class record progress map.

Special thanks to Kevin Hebb from Canada for the time and effort he took for many
years to make dozens of PC's work day and night on the problem and to Fang Wenjie for
creating the recent GPU version of the program.

Please mail any offers for additional help to
of these pages.