Proof regarding Range of linear maps

In summary, the problem asks to prove that if T and S are linear functions from a vector space V to a finite-dimensional vector space W, then the dimension of the range of their sum, S+T, is less than or equal to the sum of the dimensions of their individual ranges, dim(range(S)) + dim(range(T)). The concept of S+T is defined as the space of all vectors formed by adding a vector from S and a vector from T.
  • #1
ricramos
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Homework Statement



Prove that if T, S : V -> W are linear and W is finite dimensional then
dim (range(S + T)) <= dim range S + dim range T


Homework Equations





The Attempt at a Solution



I know that the dim range S + dim range T can be at most 2 * dim W. However, I'm a little stuck on trying to figure out what dim (range(S+T)) is. How do I determine S + T?
 
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  • #2
Suppose Range S and Range T have only the 0 vector in common. What is S+ T? If they have more than the 0 vector in common, their intersection must be a subspace.

Or is the problem that you do not know how S+ T is defined? It is the space of all vectors orf the form u+ v where u is in S and v is in T.
 

1. What is the range of a linear map?

The range of a linear map is the set of all possible output values that can be obtained by applying the map to every possible input value. It is also known as the image of the map.

2. How do you prove the range of a linear map?

To prove the range of a linear map, you must show that every possible output value can be obtained by applying the map to at least one input value. This can be done by using mathematical techniques such as substitution or matrix multiplication.

3. Can a linear map have an infinite range?

Yes, a linear map can have an infinite range. This means that there are an infinite number of possible output values that can be obtained by applying the map to different input values.

4. What is the importance of proving the range of a linear map?

Proving the range of a linear map is important because it helps us understand the behavior and limitations of the map. It also allows us to make predictions and solve problems related to the map.

5. Are there any properties of a linear map's range?

Yes, there are several properties of a linear map's range, including linearity, closure, and dimensionality. These properties can provide valuable insights into the behavior of the map and its relationship with other linear maps.

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