Definition. A sequence an is considered
to be increasing if an < an+1 for all
n
. A sequence an
is said to be decreasing if an > an+1
for all n
. A sequence is
monotone if it is either increasing or decreasing.Ex. (n)n
is increasing. (1/n)n is decreasing.
Monotone Convergence Theorem. If a sequence is both bounded and
monotone, it converges.
Proof. Assuming an is an increasing bounded sequence,
then since an is bounded, {an : n
} has a least upper
bound s = sup{an : n
}. Let
> 0 be given. By
the definition of the supremum, there
is an an where s -
< an <
s. Since an is increasing, there exists an N
such that if n > N, then s -
< aN <
an < s. This inequality states that |an - s|
< . Therefore, an
converges (an
s, in this case actually).
A similar proof can be designed for a decreasing sequence with the infimum.//
The Monotone Convergence Theorem states that a sequence will converge
without any notion of a limit. Uber Long Example. Prove that the
sequence (an)n converges and find its limit, where an
is defined as: a1 = 1
an+1 = (20 + an) / 5 To prove that this thing
converges, we only have to show that it's monotone and bounded. First
let's show that it's increasing. Ie, we want to prove that an
< an+1 for all n after some point. a1 = 1
a2 = (20 + a1) / 5 = 21/5 = 4.2 For a basis case,
a1 < a2. So now we can say that for at
least one n, an < an+1. If we can prove that
the next case applies, then it will work for all n afterwards. (picture
Prof. Grimaldi's famous example, the falling dominos). By the definition
of the sequence, an+1 = (20 + an) / 5. Rearranging
this to solve for an yields, an = 5*an+1
- 20. Substituting this into an < an+1 gives
us: 5*an+1 - 20 < an+1. If we manipulate
this a bit, add 20 to both sides and then divide by five, notice that we
can get... an+1 < (20 + an+1) / 5. And by
the definition of the sequence, the right side is actually the next number
in the sequence. an+1 < an+2 So, without
cheating or doing any crap, simply by rewriting an in an alternate form
allowed for the next number in the sequence to follow through. Since the
basis case was n = 1, and it works for all n > 1, we can safely
declare this sequence to be increasing. Now, for the Monotone
Convergence Theorem to work, we need to prove that it is both increasing
and bounded. We know that it starts at 1, and it gets bigger for every
number in the sequence after that, but do we know if there is a max value?
Since is was already given that an < an+1, we
can use the definition of the sequence to rewrite it as an <
(20 + an) / 5. Multiplying by 5 to both sides gives 5*an
< 20 + an. Subtracting by an and then
dividing by 4 gives a very nice, simple response to our question as to
whether an is bounded or not: an < 5. And,
since our premise that an < an+1, our claim
that an < 5 is likewise good for any n. Since an
begins at 1 and is increasing and is always less than 5, we can safely
declare that the sequence an is bounded by M = 5. Since an
is both bounded and monotone, we can invoke the Monotone Convergence
Theorem and declare that an converges to some limit L. Since
we know that an
= L,
by the definition of the limit we can also say that
an+1
= L. Using this convenient relationship,
an
= an+1.
This implies that L = (20 + L) / 5. Multiplying by 5, subtracting by
L, and dividing by four (notice very similar to the bounded proof), yields
L = 5. Surprise surprise, the bounded maximum was also limit to the
sequence. While this doesn't happen all the time, it's pretty typical.
If a sequence is increasing, always positive, and bounded by M, it'll
probably converge to M. Sequences can do weird things though, like
eventually increase or be bounded but converge to e, or something. |