Proving Linear Dependence in a Set of Vectors

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In summary, the problem states that if a set of vectors is linearly dependent, then one of the vectors must be a linear combination of the others. The solution approach involves setting up an equation and solving for one of the vectors, but it is important to note that the coefficient of that vector cannot be 0. It is also necessary to show that the remaining vectors can be used to form a linear combination that equals the given vector.
  • #1
ahamdiheme
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Homework Statement


Suppose v_1,...,v_k is a linearly dependent set. Then show that one of the vectors must be a linear combination of the others.

Homework Equations



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The Attempt at a Solution



I have attached an attempt at the problem. Thank you for help
 

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  • #2
Your solution says [itex]a_1v_1+ a_2v_2+ a_3v_3+ \cdot\cdot\cdot+ a_nv_n= 0[/itex] and then you go to [itex]v_1= (-1/a_1)(a_2v_2+ a_3v_3+ \cdot\cdot\cdot+ a_nv_n)[/itex]

That's pretty good. The only problem is you don't know that a1 is not 0! If it is you can't solve for v1. What you DO know, from the definition of "dependent", that you didn't say is that at least one of the "ai" is NOT 0. You don't know which one but you can always say "Let "k" be such that ak is not 0". Then what?
 
  • #3
Thank you. What if i say let k:ak not equal to 0
and v1 is a linear combination of v2,...,vn iff a1=ak
 
  • #4
You want to show that vk is a linear combination of the rest of the vectors. IOW, that vk is a linear combination of v1, v2, ..., vk-1, vk+1, ..., vn.
 
  • #5
ok, i think i get it
 

FAQ: Proving Linear Dependence in a Set of Vectors

What is a linearly dependent question?

A linearly dependent question is a type of question that can be answered by using a linear combination of other questions in the same set. This means that the answer to one question can be determined by using the answers to the other questions in the set.

How do you identify a linearly dependent question?

You can identify a linearly dependent question by looking for patterns or relationships between the questions in the set. If one question can be answered by using a combination of the other questions, then it is likely a linearly dependent question.

What is the importance of understanding linearly dependent questions?

Understanding linearly dependent questions can help you identify and eliminate redundancy in data or information. It can also help you simplify complex problems by breaking them down into smaller, more manageable questions.

What is the difference between linearly dependent and independent questions?

The main difference between linearly dependent and independent questions is that the answer to a linearly dependent question can be determined by using the answers to other questions in the set, while the answer to an independent question cannot be determined by using the answers to other questions.

How can linearly dependent questions be used in research or data analysis?

Linearly dependent questions can be used in research or data analysis to simplify complex problems and identify patterns or relationships within data. They can also be used to eliminate redundant information and make data more manageable for analysis.

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