Why a bijective map may not preserve area?

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  • Thread starter Happiness
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In summary: IS area-preserving. So it preserves area but not distance. I think this is what the original question was getting at.2) However, the original question went a bit off the rails into questions about injectivity and surjectivity. And I think it was the misdirection of the original question that led to confusion. 3) Finally, I think you've misunderstood the original question about area-preserving maps. The question was not about a map that preserves the area of all regions, but rather whether there exists a map that preserves the area of a specific region, but is not injective. For example, the map ##f:(r, \theta) \map
  • #1
Happiness
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Consider the following map ##f## that maps an annulus to a larger annulus: ##f: (r, \theta)\to(r+1, \theta)##. ##f## maps the annulus in the region ##1\leq r\leq2## to the annulus in the region ##2\leq r\leq3##. Clearly, the area is not preserved.

Next, is the converse true? That is, must an area-preserving map be a bijective map? How about a length-preserving map and a volume-preserving map? Must they be bijective?
 
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  • #2
The two relation is not related originally. You cannot judge from intuition, but have to verify an idea from their definitions strictly.
 
  • #3
Happiness said:
Consider the following map ##f## that maps an annulus to a larger annulus: ##f: (r, \theta)\to(r+1, \theta)##. ##f## maps the annulus in the region ##1\leq r\leq2## to the annulus in the region ##2\leq r\leq3##. Clearly, the area is not preserved.

Next, is the converse true? That is, must an area-preserving map be a bijective map? How about a length-preserving map and a volume-preserving map? Must they be bijective?

No it's not true. You should be able to find a counterexample very easily.
 
  • #4
PeroK said:
No it's not true. You should be able to find a counterexample very easily.

The true statements would be
1. Not all injective map preserves area (or length or volume).
2. All area-preserving maps are injective.

Right?
 
  • #5
Happiness said:
The true statements would be
1. Not all injective map preserves area (or length or volume).
2. All area-preserving maps are injective.

Right?

Why would an area preserving map be an injection? You could map ##[0, 1]## onto itself without it being 1-1.

PS: You are effectively saying that all mappings from a set to itself that are onto must be 1-1.
 
  • #6
Happiness said:
The true statements would be
1. Not all injective map preserves area (or length or volume).
2. All area-preserving maps are injective.

Right?
There is no relation between area-conservation, being injective and being surjective. All 8 combinations are possible.
 
  • #7
PeroK said:
Why would an area preserving map be an injection? You could map ##[0, 1]## onto itself without it being 1-1.

PS: You are effectively saying that all mappings from a set to itself that are onto must be 1-1.

https://en.m.wikipedia.org/wiki/Isometry

Under formal definitions, it says an isometry (or a distance-preserving map) is automatically injective.
 
  • #8
Happiness said:
https://en.m.wikipedia.org/wiki/Isometry

Under formal definitions, it says an isometry (or a distance-preserving map) is automatically injective.

An isometry is a pointwise distance preserving map. For every two points ##x, y## the distance between ##f(x)## and ##f(y)## is preserved. That's a very specific additional condition on the map. In this case the 1-1 property is trivially true, since ##x = y \iff d(x, y) = 0 \iff d(f(x), f(y)) = 0 \iff f(x) = f(y)##

Your initial example made us all think you were talking about the length/volume/area of the Domain and Range.
 
  • #9
PeroK said:
An isometry is a pointwise distance preserving map. For every two points ##x, y## the distance between ##f(x)## and ##f(y)## is preserved. That's a very specific additional condition on the map. In this case the 1-1 property is trivially true, since ##x = y \iff d(x, y) = 0 \iff d(f(x), f(y)) = 0 \iff f(x) = f(y)##

Your initial example made us all think you were talking about the length/volume/area of the Domain and Range.

Yes I was referring to pointwise distance-preserving maps. Would such a map (an isometry) also preserve area and volume (and higher-dimensional volume) point-wise or region-wise?

Is there an easy proof?

The questions in post #1 become "why a bijective map may not preserve distance point-wise?" and "must a region-wise area-preserving map be injective?".
 
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  • #10
Hi Happiness,

I will tackle your three questions separately.

1) Your question was if an isometry would preserve ##n##-volume. The answer is yes, it would, but we must be a bit careful. If ##A \subset \mathbb{R}^n## then we define the volume of ##A## to be $$v(A) = \int_A 1$$. It can be shown (see Munkres' "Analysis on Manifolds", page 176) that a map ##h: \mathbb{R}^n \rightarrow \mathbb{R}^n## is an isometry if and only if ##h(x) = Ax + p## where ##A## is an orthogonal matrix. This is a pretty intuitive fact. We can now prove that an isometry preserves volume: We know that ##Dh(x) = A##. It is not hard to see that ##h## is a diffeomorphism. Thus by change of variables theorem, $$\begin{align*} v(h(A)) &= \int_{h(A)} 1 \\ &= \int_{A} \lvert \det(A) \rvert \\ &= v(A) \end{align*}$$ Thus ##h## preserves ##n##-volume.2) Your question was why doesn't a bijective map preserve point-wise distance. The answer to this is that it is just a feature of bijections. Think of the bijection that sends ##(0,1)## onto ##(-2,2)##. If you picture ##(0,1)## as a line segment that is made out of a stretchy material (think of a rubber band), then the bijection stretches it out until it is ##(-2,2)##. Even though this is a bijection, pointwise distance has not been preserved.3) Your question was must a region-wise area-preserving map be injective. If by this, you meant, "given a set ##A \subset \mathbb{R}^n##, if a map preserves its area, must that map be injective?" The answer to that question would be no. PeroK answered it above. Now if you meant, "must a map which preserves the volume of ALL regions (which have a well-defined volume) be injective?". The answer to that is, I don't know. I think that the answer may be no, it does not need to be injective. I am thinking that you could possibly have a map which sends each region to itself, plus a fixed set of measure zero. Such a map would not be injective and would preserve volume since zero sets do not affect volume. I would have to think about this a bit more to be certain though.
 
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  • #11
JonnyG said:
Hi Happiness,

1) Your question was if an isometry would preserve ##n##-volume. The answer is yes, it would, but we must be a bit careful. If ##A \subset \mathbb{R}^n## then we define the volume of ##A## to be $$v(A) = \int_A 1$$. It can be shown (see Munkres' "Analysis on Manifolds", page 176) that a map ##h: \mathbb{R}^n \rightarrow \mathbb{R}^n## is an isometry if and only if ##h(x) = Ax + p## where ##A## is an orthogonal matrix. This is a pretty intuitive fact. We can now prove that an isometry preserves volume: We know that ##Dh(x) = A##. It is not hard to see that ##h## is a diffeomorphism. Thus by change of variables theorem, $$\begin{align*} v(h(A)) &= \int_{h(A)} 1 \\ &= \int_{A} \lvert \det(A) \rvert \\ &= v(A) \end{align*}$$ Thus ##h## preserves ##n##-volume.

Hi JonnyG, thanks for your reply!

The book I'm reading justifies the change-of-variables theorem by assuming ##h## preserves volume. So if we use the theorem to prove its assumption, that is, ##h## preserves volume, we have a circular argument.

The change-of-variables theorem from the book:
Screen Shot 2016-07-13 at 2.45.27 pm.png
 
  • #12
The theorem can be, and usually is, proved without even mentioning isometries.
 

Related to Why a bijective map may not preserve area?

1. Why is a bijective map not guaranteed to preserve area?

A bijective map is a function that is both one-to-one and onto, meaning that for every point in the domain, there is exactly one corresponding point in the range. While this type of map may preserve the shape and structure of an object, it does not necessarily preserve the area.

2. What factors can cause a bijective map to not preserve area?

There are several factors that can cause a bijective map to not preserve area, such as non-uniform scaling, shearing, and stretching. These transformations can alter the size and shape of an object, resulting in a change in its area.

3. How does non-uniform scaling affect the preservation of area in a bijective map?

Non-uniform scaling occurs when different scales are applied to different axes of an object. This can result in a distortion of the object's shape, causing the area to change. For example, if a square is stretched in one direction, its area will increase even though it is still a bijective map.

4. Can a bijective map ever preserve both shape and area?

Yes, a bijective map can preserve both shape and area if it is a rigid transformation, meaning that it only involves translation, rotation, and reflection. These types of transformations do not change the size or shape of an object, only its position and orientation.

5. What are the implications of a bijective map not preserving area?

The inability of a bijective map to preserve area can have significant implications in fields such as cartography, computer graphics, and geographic information systems. It means that the measurements and proportions of an object or area cannot be accurately represented through a bijective map and must be carefully considered when using these types of transformations.

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