Vectors that form bases (linear algebra)

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SUMMARY

The discussion focuses on finding an orthonormal basis for R^4 that includes the vectors u = (1/2, 1/2, 1/2, 1/2) and v = (1/2, 1/2, -1/2, -1/2). Since u and v are already orthogonal, the task simplifies to identifying two additional linearly independent vectors that are orthogonal to both u and v. The solution involves setting up equations based on the dot products of these vectors, leading to the relationships b = -a and c = -d, allowing for the selection of arbitrary values for a and d to generate the required orthogonal vectors.

PREREQUISITES
  • Understanding of linear algebra concepts, specifically orthogonality and bases.
  • Familiarity with the Gram-Schmidt process for orthonormalization.
  • Knowledge of vector operations, including dot products.
  • Ability to solve linear equations in multiple variables.
NEXT STEPS
  • Study the Gram-Schmidt process in detail to understand its application in orthonormalization.
  • Learn about the properties of orthogonal vectors in R^n.
  • Explore methods for constructing bases in higher-dimensional spaces.
  • Investigate the implications of linear independence in vector spaces.
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Students and professionals in mathematics, particularly those studying linear algebra, as well as educators seeking to enhance their understanding of vector spaces and orthonormal bases.

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[SOLVED] Vectors that form bases (linear algebra)

Homework Statement


I am given two vectors u and v, which are:

u = (1/2 , 1/2 , 1/2 , 1/2) and
v = (1/2 , 1/2 , -1/2 , -1/2).

I have to find an orthonormal basis for R^4 containing u and v.

The Attempt at a Solution


The first thing that came to me was Gram-Schmidt - but then I saw that the dot-product between u and v is zero, so Gram-Schmidt is overkill.

I just need to find two other linearly independent vectors that has dot-product equal zero with respectively u and v. Is that even possible and how would I do that?
 
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Okay, u and v are already orthogonal so you really just need to find two more vectors that are orthogonal to both u and v (and to each other). Let w= (a, b, c, d). Then u\cdot w is (1/2)a+ (1/2)b+ (1/2)c+ (1/2)d and you want that equal to 0. That, of course, is the same as a+ b+ c+ d= 0. v\cdot w is (1/2)a+ (1/2)b- (1/2)c- (1/2)d= 0 which is the same as a+ b- c- d= 0. Adding the two equation, you get 2a+ 2b= 0 or b= -a. With b= -a, the first equation becomes c+ d= 0 or c= -d. Choose a and d to be whatever you want and you will get a vector orthogonal to both u and v. You should be able to choose one value of a and d to get a vector orthogonal to u and v, then choose another value of a and d to get a vector that is orthogonal to u and v and also to your first vector.
 

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