Linear Algebra - Column Space, Zero Space

Source: Internet
Author: User
Keywords Cloud computing Linear algebra Zero space Column space
Matrix column space and zero space

The column space is concerned with the set b that makes Ax = b, and the null space is concerned with the value of x when b is a zero vector

for example:

Column space
A is the following matrix
????? 123411112345 ?????
Because A is a three-dimensional vector, it is impossible to cover all four-dimensional space, so for the Ax = b this formula, there will be b does not exist, we are looking for when b exists.

According to the general thinking, first study b is a zero vector, this time Ax = b is definitely established. In addition there is no situation? Certainly there is, when b is a in a column or a column c times, it is also established. That is to say, when b matrix is ​​a linear combination of a column of A matrix, Ax = b holds.

Zero space Zero space is concerned: when b is zero vector x value. It is easy to know that Ax = b holds true for x when it is a zero vector, since any vector multiplied by a zero vector results in a zero vector. Then there is no established situation? Note that the above A matrix, which adds up the first two columns is equal to the third column, so (column one plus two minus three) is also a zero vector. The same c * (column one plus two minus three) is also established. That is to say at this time makes Ax = b established x =. Zero space at this time for an origin in R3 straight line.

Related Article

Contact Us

The content source of this page is from Internet, which doesn't represent Alibaba Cloud's opinion; products and services mentioned on that page don't have any relationship with Alibaba Cloud. If the content of the page makes you feel confusing, please write us an email, we will handle the problem within 5 days after receiving your email.

If you find any instances of plagiarism from the community, please send an email to: info-contact@alibabacloud.com and provide relevant evidence. A staff member will contact you within 5 working days.

A Free Trial That Lets You Build Big!

Start building with 50+ products and up to 12 months usage for Elastic Compute Service

  • Sales Support

    1 on 1 presale consultation

  • After-Sales Support

    24/7 Technical Support 6 Free Tickets per Quarter Faster Response

  • Alibaba Cloud offers highly flexible support services tailored to meet your exact needs.