LA: Finding a Basis for a Subspace

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    Basis Subspace
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SUMMARY

The discussion centers on finding a basis for the subspace S of R^4 defined by vectors of the form (a+b, a-b+2c, b, c)^T, where a, b, and c are real numbers. The key steps involve determining the linear independence of the vectors generated by varying a, b, and c, and confirming that they span the subspace. The dimension of S is ultimately determined by the number of linearly independent vectors found through this process. The solution requires a systematic approach to express the vector in terms of a linear combination of basis vectors.

PREREQUISITES
  • Understanding of vector spaces and subspaces in R^n
  • Knowledge of linear independence and spanning sets
  • Familiarity with linear combinations of vectors
  • Basic proficiency in working with real numbers and vector notation
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  • Study the concept of linear independence in vector spaces
  • Learn how to determine the span of a set of vectors
  • Explore methods for finding bases of subspaces in R^n
  • Practice problems involving linear combinations and vector representation
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Students studying linear algebra, particularly those focusing on vector spaces and subspaces, as well as educators looking for examples of basis determination in R^4.

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Homework Statement



Find a basis for the subspace S of R^4 consisting of all vectors of the form

(a+b, a-b+2c, b, c)^T, where a,b,c are real numbers. What is the dimension of S?

Homework Equations



vectors v1,...,vn from a basis for a vector space iff

i) v1,...,vn are linearly independent
ii) v1,...,vn span V

The Attempt at a Solution



I'm actually not sure how I'd start this problem as most of the basis problems I've been doing have been comparing 2-3 vectors against each other not just one. Would I have to find a vector of scalars in R^4 and find S is both linearly independent and spans R^4 against it? any help is greatly appreciated.
 
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Try writing the given vector (the one in your post) as a sum of several, with a, b, c as the coefficients of the linear combination. Are the vectors you find linearly independent?
 
In particular, the zero vector, here (0,0,0,0)T, is in every subspace. For what values of a, b, c is (a+b, a-b+2c, b, c)T equal to the vector?
 

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