Software to find basis of space

In summary, the conversation discusses finding a basis for a 23D subspace defined by a hyperplane equation. One person suggests calculating it by hand and gives an example for a 3D subspace. The other person asks if there is a name for this process, to which the first person replies that there may not be one.
  • #1
uwowizard
14
0
Hi there,

I have 23D subspace, defined by an equation (hyperplane)
c1*x1 + ... + c24*x24 = 0;

I wonder if there is an automated way to find basis of the subspace? I have access to Maple and Matlab.

Thanks.
 
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  • #2
Hi uwowizard! :smile:

You can calcate this easily by hand:

For example, if your hyperplane is [tex]ax+by+cz=0[/tex], then one can assume one of a,b,c to be nonzero. Let's say c. A basis would then be

[tex]\{(1,0,-a/c),(0,1,-b/c)\}[/tex]

For your 23D-subspace, assume that c24 is nonzero, then a basis consists of

[tex]\{ (1,0,0,...,-c_1/c_{24}),(0,1,0,...,-c_2/c_{24}),...,(0,0,0,...,1,-c_{23}/c_{24}) \}[/tex].
 
  • #3
Thanks a lot!
 
  • #4
micromass said:
Hi uwowizard! :smile:

You can calcate this easily by hand:

For example, if your hyperplane is [tex]ax+by+cz=0[/tex], then one can assume one of a,b,c to be nonzero. Let's say c. A basis would then be

[tex]\{(1,0,-a/c),(0,1,-b/c)\}[/tex]

For your 23D-subspace, assume that c24 is nonzero, then a basis consists of

[tex]\{ (1,0,0,...,-c_1/c_{24}),(0,1,0,...,-c_2/c_{24}),...,(0,0,0,...,1,-c_{23}/c_{24}) \}[/tex].
Isn't this basically the https://secure.wikimedia.org/wikipedia/en/wiki/Gram%E2%80%93Schmidt_process" ?
 
Last edited by a moderator:
  • #5
Not really. For applying the Gram-Schmidt process, you must already have a basis. Here you don't have a basis, you must find one. Secondly, the Gram-Schimdt process outputs an orthonormal basis, but my basis here isn't orthonormal in general...
 
  • #6
Micromass, is there a name for the process that you described?
 
  • #7
Uuh, probably not... :smile:
 

What is software to find basis of space?

Software to find basis of space is a computer program that is used to analyze vector spaces and determine the basis, or set of linearly independent vectors, that span the space. This is a fundamental concept in linear algebra and is used in various fields of science, engineering, and mathematics.

How does software to find basis of space work?

Software to find basis of space uses algorithms and mathematical calculations to analyze the vectors in a given space and determine which ones are linearly independent. It then presents the user with a basis, or set of vectors, that can be used to represent any other vector in the space.

What are some applications of software to find basis of space?

Software to find basis of space has many applications in fields such as physics, engineering, and computer graphics. It can be used to solve systems of linear equations, find the best fit line for a set of data, and create 3D models and animations.

Is software to find basis of space accurate?

Yes, software to find basis of space is highly accurate, as it uses precise mathematical calculations and algorithms to determine the basis of a given space. However, the accuracy of the results also depends on the quality of the input data.

Do I need a background in mathematics to use software to find basis of space?

While a basic understanding of linear algebra is helpful, most software to find basis of space has user-friendly interfaces and does not require advanced mathematical knowledge. However, it is important to have a clear understanding of the concepts of vector spaces and linear independence in order to interpret and utilize the results correctly.

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