ISI MMath Solutions and Discussion 2018 : PMB
ISI MMath PMB 2018 Subjective Questions along with hints and solutions and discussions
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Problem 1.
Find the values of
for which the improper integral
![]()
converges.
Topic: Real Analysis
Difficulty level: Medium
Indian Statistical Institute, ISI MMath 2018 Problem 1 Hints along with Solution & Discussion
Hint 1
The integral is defined as the limit of proper intergals
![]()
![]()
Hint 2
Using the relation
we find
such that for all
we have ![]()
Hint 3
Then for all
we have a two-sided estimate
![]()
and
![]()
Full Solution
The integral is defined as the limit of proper intergals
![]()
![]()
Using the relation
we find
such that for all
we have
Then for all
we have a two-sided estimate
![]()
and
![]()
So, existence of the limit
is equivalent to finiteness of the integral
So,
![]()
Let
We have an estimate
![Rendered by QuickLaTeX.com \[ \left|\int^C_1 \frac{\sin x}{x^a}dx-\int^{C'}_1 \frac{\sin x}{x^a}dx\right|=\left| \int^{C'}_C\frac{\sin x}{x^a}dx\right|= \]](https://fractionshub.com/wp-content/ql-cache/quicklatex.com-adf5be16bf12792b839c90fe0d3c5db2_l3.png)
integrate by parts with
so that
![]()
![Rendered by QuickLaTeX.com \[ =\left| \frac{\cos C}{C^a}-\frac{\cos C'}{(C')^a}-a\int^{C'}_C\frac{\cos x}{x^{a+1}}dx\right|\leq \]](https://fractionshub.com/wp-content/ql-cache/quicklatex.com-feb40bfc7b50ad673da39981d2396e51_l3.png)
![]()
So, the limit
exists for any ![]()
The improper integral
converges if and only if ![]()
Problem 2.
Let
be a real-valued continuous function which is differentiable on
and satisfies
Suppose there exists a
constant
such that
![]()
Show that
for all
.
Topic: Real Analysis
Difficulty Level: Medium
Indian Statistical Institute, ISI MMath 2018 Problem 2 Hints along with Solution & Discussion
Hint 1
Take
and think of a way to bound
.
Hint 2
For any
we have
![]()
Hint 3
Try to show that
.
Full Solution
Denote
For any
we have
![]()
Since the estimate holds for any
we take maximum in
and get
![]()
The assumption
implies
i.e.
and
for all
.
Problem 3.
Let
be an abelian group of order ![]()
(a) If
is a function, then prove that for all
,
![]()
(b) Let
be the multiplicative group of non-zero complex numbers and suppose
is a homomorphism. Prove that
![]()
(c) If
is any homomorphism, then prove that
![]()
Topic: Group Theory
Difficulty Level: Medium
Indian Statistical Institute, ISI MMath 2018 Problem 3 Hints along with Solution & Discussion
Hint 1
(a) For any
the mapping
is a bijection of
.
Hint 2
(b) For any
we have
![]()
Hint 3
(c) Identity
![]()
implies that
is also a homomorphism.
Full Solution
(a) For any
the mapping
is a bijection of
When
ranges through
the product
also ranges through ![]()
![]()
(b) For any
we have
![]()
Taking the sum in
we get
![]()
So,
![Rendered by QuickLaTeX.com \[ \left(\sum_{g\in G}f(g)\right)^2=n\sum_{g\in G}f(g), \]](https://fractionshub.com/wp-content/ql-cache/quicklatex.com-ec9d3a4881b1b847dc4d35a03c1da992_l3.png)
![Rendered by QuickLaTeX.com \[ \sum_{g\in G}f(g)\left(n-\sum_{g\in G}f(g)\right)=0. \]](https://fractionshub.com/wp-content/ql-cache/quicklatex.com-ed557b9d2574b3b707bb72a4768cf101_l3.png)
Either
or ![]()
(c) Identity
![]()
implies that
is also a homomorphism. By previous part, either
or
For all
we have
and
It follows that ![]()
Problem 4.
(a) Is the ideal
in the polynomial ring
a prime ideal? Justify your answer.
(b) Is the ideal
in the polynomial ring
a prime ideal? Justify your answer.
Topic: Ring Theory
Difficulty Level: Medium
Indian Statistical Institute, ISI MMath 2018 Problem 4 Hints along with Solution & Discussion
Hint 1
(a) Try to use the relation
![]()
Hint 2
Assume that
is a prime ideal in
Consider polynomial
Then either
or ![]()
Hint 3
(b) Hint continued:
General element of
is of the form
![]()
Full Solution
(a) Relations
![]()
imply that
General element of
is of the form
i.e.
![]()
If
then
which is possible only when
or
is a prime ideal.
(b) Assume that
is a prime ideal in
Consider polynomial
Then either
or
General element of
is of the form
![]()
In particular, an element of
vanished when
So,
It follows that
and
![]()
Then,
and
![]()
which is impossible in
is not a prime ideal.
Problem 5.
Let
and
be an
matrix with real entries. Let
denote the adjoint of
that is, the
-th entry of
is the
-th cofactor of
Show that the rank of
is
,
or ![]()
Topic: Linear Algebra
Difficulty Level: Medium
Indian Statistical Institute, ISI MMath 2018 Problem 5 Hints along with Solution & Discussion
Hint 1
If
then the inverse of
is given by
In this case the rank of
is ![]()
Hint 2
Assume that the rank of
is
Then each
minor of
is zero, and all elements of
are equal to zero. In this case the rank of
is equal to zero.
Hint 3
Assume that the rank of
is equal to
Then there exists a nonzero
minor of
so the rank of
is
Denote by
the
th cofactor of
. Then
Consider the product
Its
th entry is
![Rendered by QuickLaTeX.com \[ \sum^n_{k=1}a_{ik}( \mbox{Adj} A)_{kj}=\sum^n_{k=1}a_{ik}a^{(jk)}=0 \eqno(1) \]](https://fractionshub.com/wp-content/ql-cache/quicklatex.com-9304efdbece209b52d5e6c6958da7f2e_l3.png)
Full Solution
If
then the inverse of
is given by
In this case the rank of
is ![]()
Assume that the rank of
is
Then each
minor of
is zero, and all elements of
are equal to zero. In this case the rank of
is equal to zero.
Assume that the rank of
is equal to
Then there exists a nonzero
minor of
so the rank of
is
Denote by
the
th cofactor of
. Then
Consider the product
Its
th entry is
![Rendered by QuickLaTeX.com \[ \sum^n_{k=1}a_{ik}( \mbox{Adj} A)_{kj}=\sum^n_{k=1}a_{ik}a^{(jk)}=0 \eqno(1) \]](https://fractionshub.com/wp-content/ql-cache/quicklatex.com-9304efdbece209b52d5e6c6958da7f2e_l3.png)
Indeed, if
then the sum in (1) is the determinant of
If
then the sum in (1) is the determinant of the matrix
after the
th row is replaced with the
th row. Such determinant is zero as the matrix has two identical rows. We see that
That is, each column of
is in the kernel of
But the rank of
is
, hence the dimension of the kernel of
is
and the dimension of the column range of
is
This proves that the rank of
is equal to 1.
Problem 6.
Suppose an urn contains a red ball and a blue ball. A ball is drawn at random and a ball of the same colour is added to the urn along with
the one that was drawn. This process is repeated indefinitely.
Let
denote the random variable that takes the value
if the first
draws yield red balls and the
-th draw yields a blue ball.
(a) If
, find
.
(b) Show that the probability of a blue ball being chosen eventually is ![]()
(c) Find ![]()
Topic: Probability
Difficulty Level: Medium
Indian Statistical Institute, ISI MMath 2018 Problem 6 Hints along with Solution & Discussion
Hint 1
(a) We use induction on
Let
The event
means that the first draw yielded a red ball,
![]()
Hint 2
(b) If the blue ball is never chosen, then
for all
Denote by
the event when the blue ball is never chosen. Then
![]()
So, ![]()
Hint 3
(c) For each
we have
![]()
Full Solution
(a) We use induction on
Let
The event
means that the first draw yielded a red ball,
![]()
Assume that event
happens. Then first
draws yielded red balls, and before the
st draw there are
red balls and
blue ball in the urn. The probability to draw a red ball is
So,
![]()
If
then
For
the equality
is true. So, for all ![]()
![]()
(b) If the blue ball is never chosen, then
for all
Denote by
the event when the blue ball is never chosen. Then
![]()
So, ![]()
(c) For each
we have
![]()
Then
![Rendered by QuickLaTeX.com \[ E[X]=\sum^\infty_{n=1}nP(X=n)=\sum^\infty_{n=1}\frac{1}{n+1}=\infty. \]](https://fractionshub.com/wp-content/ql-cache/quicklatex.com-c33b4e394ba04eedcd25fdecab4c368c_l3.png)
Problem 7.
A real number
is said to be a limit point of a set
if every
neighbourhood of
contains a point of
other than
Consider the
set
![]()
(a) Show that
contains infinitely many limit points of ![]()
(b) Show that
is a compact subset of ![]()
(c) Find all limit points of ![]()
Topic: Real Analysis
Difficulty Level: Medium
Indian Statistical Institute, ISI MMath 2018 Problem 7 Hints along with Solution & Discussion
Hint 1
(a) Observe that
Let
and
Then
![]()
Hint 2
(b) The set
is bounded:
It remains to prove that
is closed.
Hint 3
(c) Considerations of previous two parts shows that the limit points of
are ![]()
Full Solution
(a) Observe that
Let
and
Then
![]()
Every neighborhood of
contains a point from
distinct from
Each point
is a limit point of the set
that belongs to the set ![]()
If
then
is a point of
in the
neighborhood of
.
is a limit point of
We’ve proved that points
![]()
are limit points of
.
(b)
The set
is bounded:
It remains to prove that
is closed. Suppose that
Every neighborhood of
contains a point
. But
and
Then
is a limit point of
Since we assume
it follows that
For every
find a point
such that
![]()
If both sequences
and
are bounded, then there exist values
such that
and
for infinitely many values of
But then
which is not the case. Hence we can assume that
is unbounded. Let
be a subsequence such that
If the sequence
is bounded, there exists value
such that
for infinitely many values of
But then
If the sequence
is unbounded, we can pass to another subsequence
that converges to
Then we have
In any case
and
is compact.
(c) Considerations of previous two parts shows that the limit points of
are ![]()
Problem 8.
(a) Let
be a sequence of continuous functions on
such
that
converges uniformly on
Show that ![]()
converges.
(b) Find the set
of all points
such that the series
![Rendered by QuickLaTeX.com \[ \sum^\infty_{n=1}e^{-nx}\cos(nx) \]](https://fractionshub.com/wp-content/ql-cache/quicklatex.com-22f4e6642fa987302c4cb3502b66fa3c_l3.png)
converges. Does this series converge uniformly on
? Justify your answer.
Topic: Real Analysis
Difficulty Level: Medium
Indian Statistical Institute, ISI MMath 2018 Problem 8 Hints along with Solution & Discussion
Hint 1
(a) Denote
The sequence
converges uniformly on
there exists function
on
such that
![]()
Hint 2
(a) Hint Continued: Verify that
exists. Let
Find
such that
![]()
Hint 3
(b) The series converges for all
Indeed,
![Rendered by QuickLaTeX.com \[ \sum^\infty_{n=1}|e^{-nx}\cos(nx)|\leq \sum^\infty_{n=1}e^{-nx}=\frac{e^{-x}}{1-e^{-x}}<\infty. \]](https://fractionshub.com/wp-content/ql-cache/quicklatex.com-f20a91d321114a603b6d38c68e7740fc_l3.png)
Full Solution
(a) Denote
The sequence
converges uniformly on
there exists function
on
such that
![]()
We verify that
exists. Let
Find
such that
![]()
Using continuity of
find
such that for all ![]()
![]()
Then for all
we have
![]()
Since
is arbitrary, this shows that
exists. We denote the limit by ![]()
Now, let
Find
such that for all
and all
we have
![]()
Passing to the limit as
we get
![]()
Since
is arbitrary, this shows that
![Rendered by QuickLaTeX.com \[ s(0)=\lim_{m\to\infty}s_m(0)=\lim_{m\to\infty}\sum^m_{n=1}f_n(0), \]](https://fractionshub.com/wp-content/ql-cache/quicklatex.com-4f509632b071b884e13ce72418b00223_l3.png)
i.e. ![]()
converges and has the sum
.
(b) The series converges for all
Indeed,
![Rendered by QuickLaTeX.com \[ \sum^\infty_{n=1}|e^{-nx}\cos(nx)|\leq \sum^\infty_{n=1}e^{-nx}=\frac{e^{-x}}{1-e^{-x}}<\infty. \]](https://fractionshub.com/wp-content/ql-cache/quicklatex.com-f20a91d321114a603b6d38c68e7740fc_l3.png)
For
the series diverges, as it is the series
So,
If the series converges uniformly, then it should also converge at
So, the series
does not converge uniformly on ![]()
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For Problem 2, Can I solve this like this?
Let
then by using MVT there exists
such that
i.e
. Similary there exists
such that
and applying modulus we get
So with the above inequalities we have
. Proceeding this way we have
but since
is continuous on
so is
so it attains the maximum say
then the inequality becomes
and we know that
. so for any
there exists
such that for all
we have
In particular
hence
this implies
and since
was arbitrary we have ![Rendered by QuickLaTeX.com f(x) = 0 \forall x \in [0,1]](https://fractionshub.com/wp-content/ql-cache/quicklatex.com-8cabeaa9614f8d4adaa42e2531dee505_l3.png)
For Problem 2, Can I solve this like this?
Let
then by using MVT there exists
such that
i.e
. Similary there exists
such that
and applying modulus we get
So with the above inequalities we have
. Proceeding this way we have
but since
is continuous on
so is
so it attains the maximum say
then the inequality becomes
and we know that
. so for any
there exists
such that for all
we have
In particular
hence
this implies
and since
was arbitrary we have ![Rendered by QuickLaTeX.com f(x) = 0 \forall x \in [0,1]](https://fractionshub.com/wp-content/ql-cache/quicklatex.com-8cabeaa9614f8d4adaa42e2531dee505_l3.png)