Topology and Geometry of Manifolds Assignment 1 for Math 545, Winter 2000, Assignments of Geometry

Math 545 assignment #1 for the topology and geometry of manifolds course, due on 1/12/2000. It includes required problems on linear maps, vector spaces, and continuous functions, as well as optional problems on smooth functions and integrals.

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Math 545 Topology and Geometry of Manifolds Winter 2000
Assignment #1
Due 1/12/2000
I. Required problems.
1. Suppose Vand Ware finite-dimensional vector spaces and F:VWis any
linear map. The rank of Fis the dimension of its image, and the nullity of Fis
the dimension of its kernel.
(a) Show that there are bases {E1,... ,E
n}for Vand {E0
1,... ,E0
m}for Wwith
respect to which the matrix of Fhas the block form
Ir0
00
,
where Iris the r×ridentity matrix and ris the rank of F.
(b) Prove the rank-nullity law:
rank F+ nullity F=dimV.
2. Let F:RnRmand G:RmRpbe linear maps. Show that
|F(x)|≤|F||x|,
|FG|≤|F||G|,
where
|F|=qPi,j(Fj
i)2
and |G|is defined similarly. (Here Fj
iare the matrix entries of Fwith respect to
the standard bases.)
3. Suppose fi:ARis a sequence of real-valued continuous functions defined on
asetARn.
(a) Prove the Weierstrass M-test: if there exist positive real numbers Misuch
that supA|fi|≤Miand PiMiconverges, then Pificonverges uniformly on
A.
(b) If fifuniformly on A, prove that fis continuous.
(c) If A=[a1,b
1]×···×[an×bn] is a closed n-dimensional rectangle and fif
uniformly on A, prove that
lim
i→∞ ZA
fidx1···dxn=ZA
fdx
1···dxn.
pf2

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Math 545 Topology and Geometry of Manifolds Winter 2000 Assignment # Due 1/12/

I. Required problems.

  1. Suppose V and W are finite-dimensional vector spaces and F : V → W is any linear map. The rank of F is the dimension of its image, and the nullity of F is the dimension of its kernel. (a) Show that there are bases {E 1 ,... , En} for V and {E 1 ′,... , E m′ } for W with respect to which the matrix of F has the block form ( Ir 0 0 0

where Ir is the r × r identity matrix and r is the rank of F. (b) Prove the rank-nullity law:

rank F + nullity F = dim V.

  1. Let F : Rn^ → Rm^ and G : Rm^ → Rp^ be linear maps. Show that

|F (x)| ≤ |F | |x|, |F ◦ G| ≤ |F | |G|,

where

|F | =

i,j (F^

j i ) 2

and |G| is defined similarly. (Here F (^) ij are the matrix entries of F with respect to the standard bases.)

  1. Suppose fi : A → R is a sequence of real-valued continuous functions defined on a set A ⊂ Rn. (a) Prove the Weierstrass M-test: if there exist positive real numbers Mi such that supA |fi| ≤ Mi and

i Mi^ converges, then^

i fi^ converges uniformly on A. (b) If fi → f uniformly on A, prove that f is continuous. (c) If A = [a 1 , b 1 ] × · · · × [an × bn] is a closed n-dimensional rectangle and fi → f uniformly on A, prove that

lim i→∞

A

fi dx^1 · · · dxn^ =

A

f dx^1 · · · dxn.

(d) If A is open, each fi is of class C^1 , fi → f pointwise on A, and ∂fi/∂xj^ → g uniformly on A, prove that ∂f /∂xj^ exists and

∂f ∂xj^

= lim i→∞

∂fi ∂xj^

  1. Let f : U → R be a smooth function on a convex open set U ⊂ Rn. Prove Taylor’s formula with remainder: for any a ∈ U,

f (x) = f (a) +

∂f ∂xi^

(a)(xi^ − ai) + gi(x)(xi^ − ai),

(using the summation convention) where gi : U → R are smooth functions that vanish at a. [Hint: apply the fundamental theorem of calculus, the chain rule, and Problem 5 to ∫ (^1)

0

∂t

f (a + t(x − a)) dt.]

II. Optional problems.

  1. Let U ⊂ Rn^ be an open set, a, b ∈ R, and let f : U × [a, b] → R be a smooth function. Define F : U → R by

F (x) =

∫ (^) b

a

f (x, t) dt.

Show that F is smooth, and its derivatives can be computed by differentiating under the integral sign:

∂F ∂xi^

(x) =

∫ (^) b

a

∂f ∂xi^

(x, t) dt.