Range in Linear Transformation

In summary, the basis of the range of L is the zero vector and the dimension is zero. For L(x)=(x2,x3)^T, the basis is {(1,0)^T, (0,1)^T} and the range is all of R2.
  • #1
mrshappy0
99
0

Homework Statement


L: R^3 -> R^2
L(x)=(0,0)^T
What is the basis, and dim of the Range?


Homework Equations


Rank(A)-Nullity(A)=n


The Attempt at a Solution


So clearly L(x)= (0,0)^T. So the basis must be the empty space and dim is zero, right?

Now, going of this same logic, Say L(x)=(x2,x3)^T. The basis would be {(1,0)^T, (0,1)^T} does this mean the range is just the Span of these two linearly independent vectors--> Span (v1,v2)?
 
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  • #2
mrshappy0 said:

Homework Statement


L: R^3 -> R^2
L(x)=(0,0)^T
What is the basis, and dim of the Range?


Homework Equations


Rank(A)-Nullity(A)=n


The Attempt at a Solution


So clearly L(x)= (0,0)^T. So the basis must be the empty space and dim is zero, right?
Every vector space must consist of at least the zero vector, so a basis for the range of L would be <0, 0>. The dimension of the range is zero, which is what you said.
mrshappy0 said:
Now, going of this same logic, Say L(x)=(x2,x3)^T. The basis would be {(1,0)^T, (0,1)^T} does this mean the range is just the Span of these two linearly independent vectors--> Span (v1,v2)?
That's what a basis is - a set of vectors that spans some space or subspace. In this example, the range is all of R2.
 
  • #3
#44, for the win. Thanks you.
 

Related to Range in Linear Transformation

What is the definition of range in linear transformation?

The range in linear transformation refers to the set of all possible outputs or values that can be obtained from a linear transformation. It is also known as the image or codomain of the transformation.

How is the range of a linear transformation determined?

The range of a linear transformation can be determined by applying the transformation to all possible inputs and observing the resulting outputs. The set of all these outputs will form the range of the transformation.

Why is the range important in linear transformation?

The range is important in linear transformation because it gives us information about the span and dimension of the transformation. It also helps us understand the behavior and properties of the transformation.

Can the range of a linear transformation be the same as the domain?

No, the range and domain of a linear transformation are usually different. The domain refers to the set of all possible inputs, while the range refers to the set of all possible outputs. In most cases, the range will be a subset of the domain.

How can the range of a linear transformation be expanded?

The range of a linear transformation can be expanded by using a different basis or changing the dimension of the domain. Additionally, the range can also be expanded by composing the transformation with other linear transformations.

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