Linear Algebra: orthogonal components of a vector

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SUMMARY

The discussion focuses on finding the orthogonal component of a vector in a vector space defined by the generators V = Gen{ [0;5;1;2], [4;0;-2;1], [5,1,0,1]}. The user is tasked with determining the coordinates of u2, the orthogonal component of v2 to V1=Gen{u1}. The solution involves using the Gram-Schmidt orthogonalization procedure to construct an orthogonal basis from the given vectors, as the initial basis is not orthogonal. The user seeks guidance on how to approach this problem, indicating a need for examples and clarification on the application of the orthogonalization process.

PREREQUISITES
  • Understanding of vector spaces and subspaces
  • Familiarity with the concept of orthogonal components
  • Knowledge of the Gram-Schmidt orthogonalization procedure
  • Proficiency in calculating inner products and vector projections
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  • Study the Gram-Schmidt orthogonalization procedure in detail
  • Practice problems involving orthogonal components in vector spaces
  • Learn how to compute inner products and projections in linear algebra
  • Explore examples of constructing orthogonal bases from non-orthogonal sets of vectors
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Students studying linear algebra, particularly those tackling vector spaces and orthogonality, as well as educators seeking to provide additional resources for teaching these concepts.

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Homework Statement


Let V = Gen{ [0;5;1;2], [4;0;-2;1], [5,1,0,1]}. Define u11=v1. Indicate the coordinates of u2, the orthogonal component of v2 to V1=Gen{u1.


Homework Equations


I know V has to be a vector space. If there is a subspace W with an orthogonal basis B={v1,...,vk} then the orthogonal component of any vector u to W is

uc=u - (<u,v1>/<v1,v1>)*v1 - ... - (<u,vk>/<vk,vk>)*vk


The Attempt at a Solution


I don-t even know where to start since the basis given is not orthogonal. Do I have to construct an orthogonal basis from the three vectors given and then proceed to solve it? I didn't see this topic in class so I didn't see the professor do this, I'm doing this for extra credit on the subject. Anyone knows where I could find a worked out example of this type of problems? Thank you.
 
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Since the problem is that the basis is not orthogonal, use the "Gram-Schmidt orthogonalization procedure".
 

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