Proving Uniqueness in Subspace Addition

In summary: Just make sure to include everything from the conversation in your summary. In summary, the conversation discusses the uniqueness of the sum of two vectors, A + B and A' + B', both belonging to subspaces S and T. It is shown that if A + B = A' + B' is not unique, it implies that A - A' and B - B' must both be elements of S and T, but by definition, the only element in both S and T is 0. Therefore, the only vector that can be written as A + B = A' + B' is the zero vector, which is unique due to the properties of subspaces. This proves that all vectors can be written as unique combinations of A
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TranscendArcu
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Homework Statement


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The Attempt at a Solution

So we have that A + B is a vector in S + T, where A is an element of S and B is an element of T. Suppose there is another vector A' + B' also in S + T, where A' is an element of S and B' is an element of T. Let A + B = A' + B' to suppose that the sum cannot be written uniquely. This implies that A + B - A' - B' = 0. This implies that A - A' + B - B' = 0. This implies that B - B' is the additive inverse of A - A', but this is only true if A - A' and B - B' are both in the same subspace. Therefore, A - A',B - B' must both be elements of S,T. But, by definition, the only element in both S,T is 0. Therefore, the only vector that can be written as A + B = A' + B' is the zero vector, which is necessarily unique as a consequence of the properties of subspaces. Therefore, all vectors can be written as unique combinations of A + B.

Am I doing this right? I haven't done the second part yet.
 
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That's ok.
 

FAQ: Proving Uniqueness in Subspace Addition

What is "Proving Uniqueness in Subspace Addition"?

"Proving Uniqueness in Subspace Addition" is a mathematical concept that involves demonstrating that the combination of two subspaces is unique and cannot be created by any other combination of subspaces.

Why is it important to prove uniqueness in subspace addition?

Proving uniqueness in subspace addition is important because it allows us to accurately determine the dimension and properties of the combined subspace, which is essential in many areas of mathematics and science.

How do you prove uniqueness in subspace addition?

To prove uniqueness in subspace addition, you must show that the combination of two subspaces satisfies certain properties, such as being closed under addition and scalar multiplication. This can be done through various mathematical techniques, such as using basis vectors or linear independence.

What are some real-world applications of proving uniqueness in subspace addition?

Proving uniqueness in subspace addition has many real-world applications, such as in data analysis, signal processing, and engineering. It is also used in fields such as physics, chemistry, and computer science to understand the properties and behavior of complex systems.

Are there any limitations to proving uniqueness in subspace addition?

One limitation of proving uniqueness in subspace addition is that it can only be applied to a finite number of subspaces. Additionally, it may not be possible to prove uniqueness for certain combinations of subspaces, especially if they are highly complex or involve infinite dimensions.

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