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

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SUMMARY

In linear algebra, the zero vector is a fundamental component of any vector space, as stated by Gilbert Strang in "Introduction to Linear Algebra." A plane in 3D space, such as z=2, is not a vector space unless it passes through the origin, as it fails to meet the closure properties required for vector spaces. Specifically, the plane z=2 contains all points of the form (x, y, 2), where x and y are real numbers, contradicting the misconception that it only contains the point (0, 0, 2). Therefore, a plane not passing through the origin is classified as an Affine Space rather than a vector space.

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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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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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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?
 
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.
 
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...
 
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.
 
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?
 
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).
 

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