We will use the following notion of equivalence of metrics. Let X be a set, and let d1, d2 be two distance functions on X, such that (X,d1) and (X,d2) are both metric spaces. We say d1 and d2 are equivalent if there exists positive constants c1,c2, such that for any p,q∈X, we have
c1d1(p,q)≤d2(p,q)≤c2d1(p,q).
1. Equivalence of metrics on R2. Recall that we can equip R2 with the usual Euclidean metric d2(x,y)=∣x1−y1∣2+∣x2−y2∣2, or with the metric
d∞(x,y)=max(∣x1−y1∣,∣x2−y2∣). Prove that d2 and d∞ are equivalent.
2. Equivalent metrics induces the same topology. Let the set X be equipped with two equivalent metrics d1,d2. Consider two types of balls
Brdi(p)={p′∈X∣di(p,p′)<r}
prove that for any p∈X, r>0, and any q∈Brd1(p), there exists ϵ>0, such that Bϵd2(q)⊂Brd1(p).
prove that if a subset U⊂X is open with the d1-metric, then it is open in the d2-metric.
3. Addition on R2 is continuous. Let f:R2→R be given by f(x,y)=x+y. Prove that f is continuous. You can use either one of the following definition for continuous functions
(metric space sense) f:(X,dX)→(Y,dY) is continuous if for any x∈X, and any ϵ>0, there exists δ>0, such that f(Bδ(x))⊂Bϵ(f(x)).
(topological sense) f:X→Y is open, if for any open subset V in Y, f−1(V) is open.
4. Let X be a metric space A⊂X be any subset. Define the distance function to A as
dA(p)=inf{d(p,q)∣q∈A}
Prove that dA is a continuous function on X, and show that dA(p)=0 if and only if p∈Aˉ.
5. Let P={a=(a1,a2,⋯,)∣ai∈R,aN=0 for N≫0} be the set of real valued sequences, such that each sequence only has finitely many non-zero entries. Consider the metric functions d2(a,b)=∑n=1∞∣an−bn∣2, and d∞(a,b)=max{∣an−bn∣,n=1,2,⋯}. Prove that the two metric defines different topology on P. Hint: prove that there does not exists c1,c2>0, such that for all a∈P, we have
c1d2(0,a)<d∞(0,a)<c2d2(0,a).
Solution
1. Equivalence of metrics on R2. Recall that we can equip R2 with the usual Euclidean metric d2(x,y)=∣x1−y1∣2+∣x2−y2∣2, or with the metric
d∞(x,y)=max(∣x1−y1∣,∣x2−y2∣). Prove that d2 and d∞ are equivalent.
For any real numbers a,b∈R, let A=max{∣a∣,∣b∣}. We have
a2+b2≤A2+A2=2A
and
a2+b2≥A2=A.
2. Equivalent metrics induces the same topology. Let the set X be equipped with two equivalent metrics d1,d2. Consider two types of balls
Brdi(p)={p′∈X∣di(p,p′)<r}
prove that for any p∈X, r>0, and any q∈Brd1(p), there exists ϵ>0, such that Bϵd2(q)⊂Brd1(p).
prove that if a subset U⊂X is open with the d1-metric, then it is open in the d2-metric.
Since d1,d2 are equivalent, we then have c1,c2>0, such that c1d1≤d2≤c2d1.
(a) Let a=r−d1(p,q), then the ball Bad1(q)⊂Brd1(p). Since for any x∈X, we have d1(x,q)≤d2(x,q)/c1. Hence, if d2(x,q)<c1a, then d1(x,q)<a. Thus, if ϵ=c1a, we have
Bϵd2(q)⊂Bad1(q)⊂Brd1(p).
(b) If U is open with d1 metric, then for every point x∈U, there exists a ball Brd1(x)⊂U. By part (a), we there also exists Bϵd2(x)⊂Brd1(x)⊂U. Hence U is open in the d2-metric sense.
3. Addition on R2 is continuous. Let f:R2→R be given by f(x,y)=x+y. Prove that f is continuous. You can use either one of the following definition for continuous functions
(metric space sense) f:(X,dX)→(Y,dY) is continuous if for any x∈X, and any ϵ>0, there exists δ>0, such that f(Bδ(x))⊂Bϵ(f(x)).
(topological sense) f:X→Y is open, if for any open subset V in Y, f−1(V) is open.
Proof in the metric sense: We are going to use d∞-metric on R2. For any (x0,y0)∈R2, for any ϵ>0, we need to show that there exists δ>0, such that for any ∣x−x0∣<δ,∣y−y0∣<δ, we have ∣f(x,y)−f(x0,y0)∣<ϵ. We can let δ=ϵ/2, then
∣f(x,y)−f(x0,y0)∣=∣x+y−(x0+y0)∣≤∣x−x0∣+∣y−y0∣≤δ+δ=ϵ.
4. Let X be a metric space A⊂X be any subset. Define the distance function to A as
dA(p)=inf{d(p,q)∣q∈A}
Prove that dA is a continuous function on X, and show that dA(p)=0 if and only if p∈Aˉ.
To show that dA is continuous, we need to show that for any p∈X and ϵ>0, we have δ>0, such that for any q∈X with d(p,q)<δ, we have ∣dA(p)−dA(q)∣<ϵ.
Note that
dA(q)=inf{d(x,q)∣x∈A}≤inf{d(x,p)+d(p,q)∣x∈A}=(inf{d(x,p)∣x∈A})+d(p,q)=dA(p)+d(p,q)
similarly, we have
dA(p)≤dA(q)+d(p,q).
Hence
∣dA(p)−dA(q)∣≤d(p,q)
Thus, taking δ=ϵ would work.
For the second part, first note that dA−1(0) is a closed subset in X (since {0} is closed, and dA is continuous, hence the preimage is closed) and contains A, hence Aˉ⊂dA−1(0). Thus if p∈Aˉ, then dA(p)=0. And if p∈/Aˉ, then there exists Br(p)∩Aˉ=∅, this implies for any x∈A, x∈/Br(p), thus d(x,p)≥r, hence dA(p)≥r, in particular dA(p)=0.
5. Let P={a=(a1,a2,⋯,)∣ai∈R,aN=0 for N≫0} be the set of real valued sequences, such that each sequence only has finitely many non-zero entries. Consider the metric functions d2(a,b)=∑n=1∞∣an−bn∣2, and d∞(a,b)=max{∣an−bn∣,n=1,2,⋯}. Prove that the two metric defines different topology on P. Hint: prove that there does not exists c1,c2>0, such that for all a∈P, we have
c1d2(0,a)<d∞(0,a)<c2d2(0,a).
Suppose there exists c1,c2>0 with the above property. Consider aN=(1,⋯,1,0,⋯0) where there are N many 1. Then d∞(0,aN)=1, d2(0,aN)=N. It is impossible that c1N≤1 for all positive integer N, hence we have a contradiction.
math104-f21/hw10.txt · Last modified: 2022/01/11 08:36 by pzhou