- Algebraic Knot Theory
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- Finite Type Invariants
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- Khovanov Homology
- Other
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Introduction
The purpose of this paperlet is to use some homological algebra in order to prove the existence of a power series
(with coefficients in
) which satisfies the non-linear equation
as well as the initial condition
(higher order terms).
Alternative proofs of the existence of
are of course available, including the explicit formula
. Thus the value of this paperlet is not in the result it proves but rather in the allegorical story it tells: that there is a technique to solve functional equations such as [Main] using homology. There are plenty of other examples for the use of that technique, in which the equation replacing [Main] isn't as easy. Thus the exponential function seems to be the easiest illustration of a general principle and as such it is worthy of documenting.
Thus below we will pretend not to know the exponential function and/or its relationship with the differential equation
.
The Scheme
We aim to construct
and solve [Main] inductively, degree by degree. Equation [Init] gives
in degrees 0 and 1, and the given formula for
indeed solves [Main] in degrees 0 and 1. So booting the induction is no problem. Now assume we've found a degree 7 polynomial
which solves [Main] up to and including degree 7, but at this stage of the construction, it may well fail to solve [Main] in degree 8. Thus modulo degrees 9 and up, we have
,
where
is the "mistake for
", a certain homogeneous polynomial of degree 8 in the variables
and
.
Our hope is to "fix" the mistake
by replacing
with
, where
is a degree 8 "correction", a homogeneous polynomial of degree 8 in
(well, in this simple case, just a multiple of
).
*1 The terms containing no 's make a copy of the left hand side of [M]. The terms linear in are , and . Note that since the constant term of is 1 and since we only care about degree 8, the last two terms can be replaced by and , respectively. Finally, we don't even need to look at terms higher than linear in , for these have degree 16 or more, high in the stratosphere.
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So we substitute
into
(a version of [Main]), expand, and consider only the low degree terms - those below and including degree 8:*1
.
We define a "differential"
by
, and the above equation becomes
.
*2 It is worth noting that in some a priori sense the existence of an exponential function, a solution of , is quite unlikely. For must be an element of the relatively small space of power series in one variable, but the equation it is required to satisfy lives in the much bigger space . Thus in some sense we have more equations than unknowns and a solution is unlikely. How fortunate we are!
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To continue with our inductive construction we need to have that
. Hence the existence of the exponential function hinges upon our ability to find an
for which
. In other words, we must show that
is in the image of
. This appears hopeless unless we learn more about
, for the domain space of
is much smaller than its target space and thus
cannot be surjective, and if
was in any sense "random", we simply wouldn't be able to find our correction term
.*2
As we shall see momentarily by "finding syzygies",
and
fit within the 0th and 1st chain groups of a rather short complex
,
whose first differential was already written and whose second differential is given by
for any
. We shall further see that for "our"
, we have
. Therefore in order to show that
is in the image of
, it suffices to show that the kernel of
is equal to the image of
, or simply that
.
Finding a Syzygy
So what kind of relations can we get for
? Well, it measures how close
is to turning sums into products, so we can look for preservation of properties that both addition and multiplication have. For example, they're both commutative, so we should have
, and indeed this is obvious from the definition. Now let's try associativity, that is, let's compute
associating first as
and then as
. In the first way we get
In the second we get
.
Comparing these two we get an interesting relation for
:
. Since we'll only use
to find the next highest term, we can be sloppy about all but the first term of
. This means that in the relation we just found we can replace
by its constant term, namely 1. Upon rearranging, we get the relation promised for
:
.
Computing the Homology
Now let's prove that
for our (piece of) chain complex. That is, letting
be such that
, we'll prove that for some
we have
.
Write the two power series as
and
, where the
are the unknowns we wish to solve for.
The coefficient of
in
is
Here,
is a Kronecker delta: 1 if
and 0 otherwise. Since
, this coefficient should be zero. Multiplying by
(and noting that, for example, the first term doesn't need an
since the delta is only nonzero when
) we get
.
An entirely analogous procedure tells us that the equations we must solve boil down to Failed to parse (syntax error): {\displaystyle \delta_[i0} e_j - e_{i+j} + \delta_{j0} e_i = m_{ij} }
.