Is zero vector always present in any n-dimensional space?

In summary: This is because a plane that does not pass through the origin is not closed under addition or scalar multiplication, as shown by the example of the plane z=2. In summary, according to Gilbert Strang in Introduction to Linear Algebra, every space of vectors includes the zero vector, but this is only true if the plane passes through the origin. Otherwise, the plane is not a vector space and does not contain the zero vector.
  • #1
Asad Raza
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In the book, Introduction to Linear Algebra, Gilbert Strang says that every time we see a space of vectors, the zero vector will be included in it.

I reckon that this is only the case if the plane passes through the origin. Else wise, how can a space contain a zero vector if it does not pass through the origin?
 
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  • #2
A plane in 3D space is not a vector space unless it passes through the origin. It is an Affine Space, which is a generalisation of the concept of a vector space.

The reason that a plane that doesn't pass through the origin is not a vector space is that it is not closed under addition or scalar multiplication. Consider the plane ##z=2##, which contains the vectors (0,0,2) and (1,1,2). The sum of those is (1,1,4) which is not in that plane.
 
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  • #3
Can you kindly explain that how (1,1,2) lies in the plane z=2. The plane z=2 should only contain (0,0,2). No?
 
  • #4
Asad Raza said:
Can you kindly explain that how (1,1,2) lies in the plane z=2. The plane z=2 should only contain (0,0,2). No?
No. The plane z=2 is the set of all points (x,y,2) where x and y are any real numbers.
 
  • #5
Asad Raza said:
The plane z=2 should only contain (0,0,2). No?

If it would contain only one point it wouldn't be a plane...
 
  • #6
Asad Raza said:
Can you kindly explain that how (1,1,2) lies in the plane z=2. The plane z=2 should only contain (0,0,2). No?
To expand on what andrewkirk said, the equation z = 2 means that both x and y are completely arbitrary. You are assuming that since x and y aren't mentioned, both must be zero. Instead, since they aren't present, they can take on any values.
 
  • #7
I reckon that this is only the case if the plane passes through the origin. Else wise, how can a space contain a zero vector if it does not pass through the origin?
 
  • #8
If the plane does not pass through the origin then it is not a vector space (according to definition a vector space must contain the zero vector).
 

1. What is a zero vector?

A zero vector is a vector with all its components equal to zero. It is typically represented as 0 or O and has a magnitude of zero. In other words, it has no direction or length.

2. Is zero vector present in every n-dimensional space?

Yes, a zero vector is present in every n-dimensional space. It is a fundamental vector in linear algebra and is defined as the origin of the coordinate system in any n-dimensional space.

3. What is the significance of zero vector in linear algebra?

The zero vector plays a critical role in linear algebra as it represents the additive identity element. This means that when a vector is added to the zero vector, it remains unchanged. It also serves as the starting point for vector addition and subtraction operations.

4. Is the zero vector unique in an n-dimensional space?

Yes, the zero vector is unique in an n-dimensional space. It is the only vector with a magnitude of zero and is the only vector that is perpendicular to all other vectors in the space.

5. Can the zero vector be used to represent a physical quantity?

No, the zero vector cannot be used to represent a physical quantity as it has no magnitude or direction. In physics, vectors are used to represent quantities such as displacement, velocity, and force, which all have a magnitude and direction. Therefore, the zero vector does not have any physical meaning.

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